diff --git a/records/sd1/paper/0ef21b67ed6492cd8982/record.json b/records/sd1/paper/0ef21b67ed6492cd8982/record.json deleted file mode 100644 index f4a96f957371915936a10762c6b101953546a52f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0ef21b67ed6492cd8982/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0ef21b67ed6492cd8982", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:17Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.0.out_layers.3", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/eeccfe616578f576585d9db47eb99bd0a657a8e83b7eb71de7e40dc959ee241a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "eeccfe616578f576585d9db47eb99bd0a657a8e83b7eb71de7e40dc959ee241a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0efdfe6d36e5c18b1622/measurements.json b/records/sd1/paper/0efdfe6d36e5c18b1622/measurements.json deleted file mode 100644 index edaa224a357223a57559cc04fab263fe4ac580ad..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0efdfe6d36e5c18b1622/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "0efdfe6d36e5c18b1622", - "values": { - "std": { - "value": 66.428, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.02299, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 33.933, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.211495, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.047627, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.04737, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0efdfe6d36e5c18b1622/output.webp b/records/sd1/paper/0efdfe6d36e5c18b1622/output.webp deleted file mode 100644 index 22d9ac1fc123f3638e44f28a88de601dea3375a3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0efdfe6d36e5c18b1622/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6def1de3f28f9cec68a3d98d9bb181161929f1a8552d9f4a6afbd02310afabe0 -size 48618 diff --git a/records/sd1/paper/0efdfe6d36e5c18b1622/record.json b/records/sd1/paper/0efdfe6d36e5c18b1622/record.json deleted file mode 100644 index 1611fadb0495c0b67c65f09fad06294b1d4d66a3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0efdfe6d36e5c18b1622/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "0efdfe6d36e5c18b1622", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:20:09Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "A blue sports car in a showroom", - "prompt_key": "a99257c37b388fc1" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.attn2.to_out.0", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "mid", - "kind": "cross_attn", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "Linear", - "container": "CrossAttention" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "c2aef7ddb4b8f5648b3a" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_9_2_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f030a1917287e128150/measurements.json b/records/sd1/paper/0f030a1917287e128150/measurements.json deleted file mode 100644 index 067567546898c3b6de9c92c399b01de495cf6e07..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f030a1917287e128150/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "0f030a1917287e128150", - "values": { - "cosine_distance": { - "value": 0.171267, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.173694, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.104427, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.157567, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.32, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00553, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 18.257, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f030a1917287e128150/output.webp b/records/sd1/paper/0f030a1917287e128150/output.webp deleted file mode 100644 index f75a7b3aad38ca32655b49d2d38ea83111bd8c12..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f030a1917287e128150/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2b5a6fe604c7168007e855e82bddcd84b1ab0fa0b192ed32eab6c119b1caecbb -size 27036 diff --git a/records/sd1/paper/0f030a1917287e128150/record.json b/records/sd1/paper/0f030a1917287e128150/record.json deleted file mode 100644 index 9f651d7aa48be3d52db89bcb84cee0d711b5cdb8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f030a1917287e128150/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0f030a1917287e128150", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:31Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.transformer_blocks.0.ff.net.2", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.mid", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/dfa5f71b5cedec496981befa7bb2340f034f672c4bff9462582ebd67838fbe49.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "dfa5f71b5cedec496981befa7bb2340f034f672c4bff9462582ebd67838fbe49", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f032d1a691936c552f7/measurements.json b/records/sd1/paper/0f032d1a691936c552f7/measurements.json deleted file mode 100644 index 0cd3dd9f5b18a8b250ba6e659617a028159d45ed..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f032d1a691936c552f7/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "0f032d1a691936c552f7", - "values": { - "cosine_distance": { - "value": 0.934548, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.756001, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.930725, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.53389, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 99.377, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.03144, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 103.475, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f032d1a691936c552f7/output.webp b/records/sd1/paper/0f032d1a691936c552f7/output.webp deleted file mode 100644 index 30e23a8e9e7597f347db0a653c6cad6b9ba43149..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f032d1a691936c552f7/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:76a463a4c9c6727f30d3275b390dbd3c923429c54f970721f900e43a8d3992f3 -size 86368 diff --git a/records/sd1/paper/0f032d1a691936c552f7/record.json b/records/sd1/paper/0f032d1a691936c552f7/record.json deleted file mode 100644 index b213e7fa42624b9f134271ed67594bb9986d65d6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f032d1a691936c552f7/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0f032d1a691936c552f7", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:02Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.0.out_layers.1", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/51fe2dca6d369c875dd97d4291574d886b6f54c558d8a750b7da3bd6c49c2f34.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "51fe2dca6d369c875dd97d4291574d886b6f54c558d8a750b7da3bd6c49c2f34", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f0b019421bef44be29c/measurements.json b/records/sd1/paper/0f0b019421bef44be29c/measurements.json deleted file mode 100644 index ce3131f3a6d7448b8dc09c162920aa0e1b79eb7d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f0b019421bef44be29c/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "0f0b019421bef44be29c", - "values": { - "cosine_distance": { - "value": 0.305794, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.338427, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.273646, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.17611, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 53.853, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00516, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 33.393, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f0b019421bef44be29c/output.webp b/records/sd1/paper/0f0b019421bef44be29c/output.webp deleted file mode 100644 index 5d526c01432de886fa330ac93d67b979d7ff583b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f0b019421bef44be29c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f68410c33205163528e3887fae094d4e0481791584816cc6134f13ae31417e0f -size 25156 diff --git a/records/sd1/paper/0f0b019421bef44be29c/record.json b/records/sd1/paper/0f0b019421bef44be29c/record.json deleted file mode 100644 index 26933c6600d4ef44eb941d360011d6d840539168..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f0b019421bef44be29c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0f0b019421bef44be29c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:16Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.transformer_blocks.0.attn1.to_k", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/0a2cf9e8a5180bd2b4189e24844b7fe214f449289b0cb13b1cc6e1ca529b5b85.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "0a2cf9e8a5180bd2b4189e24844b7fe214f449289b0cb13b1cc6e1ca529b5b85", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f14b73605240cb3f714/measurements.json b/records/sd1/paper/0f14b73605240cb3f714/measurements.json deleted file mode 100644 index 7c4d1b593c55cf70ae05cff8f39e29115f0b1fe6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f14b73605240cb3f714/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "0f14b73605240cb3f714", - "values": { - "cosine_distance": { - "value": 0.194006, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.175607, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.074772, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.077958, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.585, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00584, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 19.756, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f14b73605240cb3f714/output.webp b/records/sd1/paper/0f14b73605240cb3f714/output.webp deleted file mode 100644 index 3056c19374dbea658e89ca78d105d2df6a1fd626..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f14b73605240cb3f714/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:cd89aea9b38d6f0ee9a3f3e170fddfd0b4216ab76e843af39812a4d207e2d5c7 -size 21928 diff --git a/records/sd1/paper/0f14b73605240cb3f714/record.json b/records/sd1/paper/0f14b73605240cb3f714/record.json deleted file mode 100644 index a37b6017bcae91495759b7f3e72797a8b6b912fc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f14b73605240cb3f714/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0f14b73605240cb3f714", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:00Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.lo", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/41bab70d13850512b593d53e7547ce283131315d8542993b3991094a2d18fc23.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "41bab70d13850512b593d53e7547ce283131315d8542993b3991094a2d18fc23", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f29fd493107f2f0b6c6/measurements.json b/records/sd1/paper/0f29fd493107f2f0b6c6/measurements.json deleted file mode 100644 index 532940198e3f2989e95d1e7587142764571ac7db..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f29fd493107f2f0b6c6/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "0f29fd493107f2f0b6c6", - "values": { - "cosine_distance": { - "value": 0.081409, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.103672, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.049594, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.030133, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 61.958, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00498, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 12.217, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f29fd493107f2f0b6c6/output.webp b/records/sd1/paper/0f29fd493107f2f0b6c6/output.webp deleted file mode 100644 index a8e0b072d6aaffefdb93a8d2bea1b19ff0aeed7c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f29fd493107f2f0b6c6/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d2c5cba150d1bf696806820f3eee29b0f1507cd0470103f9bfbb3a70382b4607 -size 22200 diff --git a/records/sd1/paper/0f29fd493107f2f0b6c6/record.json b/records/sd1/paper/0f29fd493107f2f0b6c6/record.json deleted file mode 100644 index b9c5caa7b1d8396f6a44a70d8514db6caf5feee9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f29fd493107f2f0b6c6/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0f29fd493107f2f0b6c6", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:02Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.transformer_blocks.0.attn2.to_k", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/bdc14e56a96f55dc607a32b6e73855a068aca3572cf08a2786a2bfbaeb801a52.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "bdc14e56a96f55dc607a32b6e73855a068aca3572cf08a2786a2bfbaeb801a52", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f3a755b827da9b9c8a5/interpretations.jsonl b/records/sd1/paper/0f3a755b827da9b9c8a5/interpretations.jsonl deleted file mode 100644 index 4d3171479551a0a879461afe80015acf5519f5e7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f3a755b827da9b9c8a5/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "0f3a755b827da9b9c8a5"}, "kind": "caption", "value": "Frontal portrait of woman with shoulder-length layered hair, cream background, illustrated look", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:29:52Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "f9b1c7619b8f3f23"} -{"target": {"record": "0f3a755b827da9b9c8a5"}, "kind": "change", "value": "The three-quarter grey portrait becomes a frontal, warm cream-toned, slightly illustrated image with longer layered hair and a sweater.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:29:52Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1789a5c6a37d956e"} -{"target": {"record": "0f3a755b827da9b9c8a5"}, "kind": "keywords", "value": ["frontal portrait", "cream background", "layered hair", "illustrative"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:29:52Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0a54e90135be74d7"} -{"target": {"record": "0f3a755b827da9b9c8a5"}, "kind": "effect_tags", "value": ["new_composition", "colour_shift", "style_change"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:29:52Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "aa3d77a76000709a"} diff --git a/records/sd1/paper/0f3a755b827da9b9c8a5/measurements.json b/records/sd1/paper/0f3a755b827da9b9c8a5/measurements.json deleted file mode 100644 index 9df51e6f9dc2d901c94b41a3d3fbb9815b2670cd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f3a755b827da9b9c8a5/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "0f3a755b827da9b9c8a5", - "values": { - "cosine_distance": { - "value": 0.52026, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.498845, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.414578, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.195427, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 80.905, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0094, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 57.23, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f3a755b827da9b9c8a5/output.webp b/records/sd1/paper/0f3a755b827da9b9c8a5/output.webp deleted file mode 100644 index 278e1b47b5f22f378077d17bf4356d63efc96b55..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f3a755b827da9b9c8a5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5546670faeb601428e0812247d43720f03d1e379ec9871383ab4371aec326b81 -size 39052 diff --git a/records/sd1/paper/0f3a755b827da9b9c8a5/record.json b/records/sd1/paper/0f3a755b827da9b9c8a5/record.json deleted file mode 100644 index 68e755c51ad4bad3965b5c814dd67996c68684a4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f3a755b827da9b9c8a5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0f3a755b827da9b9c8a5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:19Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.norm", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "in.hi", - "kind": "norm", - "module_type": "GroupNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/7b361529419e5a3fa3cd769492982ac5958b346e699297554a79e812cb1ee3e2.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7b361529419e5a3fa3cd769492982ac5958b346e699297554a79e812cb1ee3e2", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f465a45a4b35cff6b56/measurements.json b/records/sd1/paper/0f465a45a4b35cff6b56/measurements.json deleted file mode 100644 index 516ccc4e417c961ffc490d28b7c1f7279bcbf9ff..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f465a45a4b35cff6b56/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "0f465a45a4b35cff6b56", - "values": { - "std": { - "value": 12.76, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01452, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 40.436, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.558727, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.271046, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.219985, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f465a45a4b35cff6b56/output.webp b/records/sd1/paper/0f465a45a4b35cff6b56/output.webp deleted file mode 100644 index 56a05100e98b32db2a8b039806a0bae721101d9b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f465a45a4b35cff6b56/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6c47b4315512dfbcf7f6d1ae065d7cc7182d0fc0b41b8e13abcb3f9a21444cfa -size 7794 diff --git a/records/sd1/paper/0f465a45a4b35cff6b56/record.json b/records/sd1/paper/0f465a45a4b35cff6b56/record.json deleted file mode 100644 index f1157e089d5124453ebe7056fc054b21bad597f5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f465a45a4b35cff6b56/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "0f465a45a4b35cff6b56", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:21:20Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "a floating orb", - "prompt_key": "fb15f7e4e0ae60c7" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.lo", - "kind": "norm", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "LayerNorm", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "103400deb9b8bb4de6ea" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_12_6_3.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f53fa29ef39bc2c402e/measurements.json b/records/sd1/paper/0f53fa29ef39bc2c402e/measurements.json deleted file mode 100644 index add882103ffae66ce69287515da433a660a2c622..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f53fa29ef39bc2c402e/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "0f53fa29ef39bc2c402e", - "values": { - "cosine_distance": { - "value": 0.130142, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.137139, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.102984, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.078448, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.237, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00595, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 16.916, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f53fa29ef39bc2c402e/output.webp b/records/sd1/paper/0f53fa29ef39bc2c402e/output.webp deleted file mode 100644 index d0b602088ac373d02db3378233268bdf1c2141c8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f53fa29ef39bc2c402e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:28769a1fcfdd579a63804ab48802c0b59678df6f98ae687513114ecfde5b62c0 -size 26580 diff --git a/records/sd1/paper/0f53fa29ef39bc2c402e/record.json b/records/sd1/paper/0f53fa29ef39bc2c402e/record.json deleted file mode 100644 index 8c37607e9ef7dddeeaf02c3ed984942ff7b8a2b2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f53fa29ef39bc2c402e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0f53fa29ef39bc2c402e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:23Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.transformer_blocks.0.attn1.to_out.0", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.lo", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/923f03dd9f966554ed0322434d5951e0d4956700db444d701a3d1ba72d87021f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "923f03dd9f966554ed0322434d5951e0d4956700db444d701a3d1ba72d87021f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f64d49b0a14b7d53b75/measurements.json b/records/sd1/paper/0f64d49b0a14b7d53b75/measurements.json deleted file mode 100644 index 95e5478595a8c07a4278d181102ddece868fc20e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f64d49b0a14b7d53b75/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "0f64d49b0a14b7d53b75", - "values": { - "cosine_distance": { - "value": 0.516124, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.668544, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.770118, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.444082, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 86.321, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.03294, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 62.287, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f64d49b0a14b7d53b75/output.webp b/records/sd1/paper/0f64d49b0a14b7d53b75/output.webp deleted file mode 100644 index 052cd629fe1057491ab41c5fd4940a474e3a3978..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f64d49b0a14b7d53b75/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:35acbdc877e70bc80aa5dc760df25e59a98e7f6991ce8899b893a46d7e4eb823 -size 73840 diff --git a/records/sd1/paper/0f64d49b0a14b7d53b75/record.json b/records/sd1/paper/0f64d49b0a14b7d53b75/record.json deleted file mode 100644 index 386d35d24794b95b07eae3293b0dc9814b618065..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f64d49b0a14b7d53b75/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0f64d49b0a14b7d53b75", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:23Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.1.transformer_blocks.0.attn2.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.hi", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/e92be2227af8b242de15ba2a118b9f2f06da37a9f5dbba8cf661e67245f08033.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e92be2227af8b242de15ba2a118b9f2f06da37a9f5dbba8cf661e67245f08033", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f6669cec170448ed9d4/measurements.json b/records/sd1/paper/0f6669cec170448ed9d4/measurements.json deleted file mode 100644 index 878cb7a309c4d5cd966b9eed18dbc6e26167f2bf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f6669cec170448ed9d4/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "0f6669cec170448ed9d4", - "values": { - "cosine_distance": { - "value": 0.49889, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.656272, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.819929, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.407648, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 56.03, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01206, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 46.89, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f6669cec170448ed9d4/output.webp b/records/sd1/paper/0f6669cec170448ed9d4/output.webp deleted file mode 100644 index a3feb3693e7df3833de1139aecaafc029cfccd3d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f6669cec170448ed9d4/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:38962dd97086e82b9704e50b288f840cd399fc3decd2f30f9e4c1f6356671a72 -size 55586 diff --git a/records/sd1/paper/0f6669cec170448ed9d4/record.json b/records/sd1/paper/0f6669cec170448ed9d4/record.json deleted file mode 100644 index 77eaf109bf10b45188a8c8cbc5d6796be3fdb837..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f6669cec170448ed9d4/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0f6669cec170448ed9d4", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:44Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.1.transformer_blocks.0.attn1.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.lo", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/0bdf272b43038dd5f55644c15f2c2c1982d1c31b754643c512b95801dc9d4e08.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "0bdf272b43038dd5f55644c15f2c2c1982d1c31b754643c512b95801dc9d4e08", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f71c1f1f555b808a504/measurements.json b/records/sd1/paper/0f71c1f1f555b808a504/measurements.json deleted file mode 100644 index e317fd8e3ede2655c430ff3a23d939c3ff0edc64..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f71c1f1f555b808a504/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "0f71c1f1f555b808a504", - "values": { - "cosine_distance": { - "value": 0.295958, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.370745, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.156221, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.073905, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.307, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00483, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 37.005, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f71c1f1f555b808a504/output.webp b/records/sd1/paper/0f71c1f1f555b808a504/output.webp deleted file mode 100644 index 6e37f9fc7b7928c88f48f80279ca87341f692cb3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f71c1f1f555b808a504/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:40fdb4c394eed8d45dd71a12d60b91c1c6b6ff9bd8dcb805c0d92741e834bbcc -size 30054 diff --git a/records/sd1/paper/0f71c1f1f555b808a504/record.json b/records/sd1/paper/0f71c1f1f555b808a504/record.json deleted file mode 100644 index 3bc0c2a0fc564111bdb25d6c69e1134954bae7cc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f71c1f1f555b808a504/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0f71c1f1f555b808a504", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:44Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.0.in_layers.0", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.mid", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/0ec016e35c84ecc8afe511aae45c9abe3d8d5a7f9b6c74c2200cede87cfaaad4.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "0ec016e35c84ecc8afe511aae45c9abe3d8d5a7f9b6c74c2200cede87cfaaad4", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f802e154ae64db7b815/interpretations.jsonl b/records/sd1/paper/0f802e154ae64db7b815/interpretations.jsonl deleted file mode 100644 index 6bd21c2a97350c6cd67d0afd7aa4f6eafbf46356..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f802e154ae64db7b815/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "0f802e154ae64db7b815"}, "kind": "caption", "value": "Vintage plate portrait of a young woman with dark bob in a black top", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:42:37Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "be36b76011b7e820"} -{"target": {"record": "0f802e154ae64db7b815"}, "kind": "change", "value": "Almost no visible change.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:42:37Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c408743e91505909"} -{"target": {"record": "0f802e154ae64db7b815"}, "kind": "keywords", "value": ["vintage portrait", "tintype", "unchanged", "bob haircut"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:42:37Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "8fd25fac2472bc91"} -{"target": {"record": "0f802e154ae64db7b815"}, "kind": "effect_tags", "value": ["subject_kept", "subtle"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:42:37Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "be43db9878a08413"} diff --git a/records/sd1/paper/0f802e154ae64db7b815/measurements.json b/records/sd1/paper/0f802e154ae64db7b815/measurements.json deleted file mode 100644 index da4ad52a951be7af5fcca36dc2224fb7962c0caf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f802e154ae64db7b815/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "0f802e154ae64db7b815", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": -0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.432, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00645, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f802e154ae64db7b815/output.webp b/records/sd1/paper/0f802e154ae64db7b815/output.webp deleted file mode 100644 index 2bab4746e60ee60542014a5a4795f9685c831c8e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f802e154ae64db7b815/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fa05a54229c507875fe1ebf77c01037b00d5f1218255c44f6ced287cd5115c3b -size 27634 diff --git a/records/sd1/paper/0f802e154ae64db7b815/record.json b/records/sd1/paper/0f802e154ae64db7b815/record.json deleted file mode 100644 index 3abdff92e0a5b25e1f1bb0b7bc7b90b220c244c4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f802e154ae64db7b815/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0f802e154ae64db7b815", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:51Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.0.h_upd", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.mid", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/d99b1d136d24c67674b0260825eeb716807d531d501d5b8835e6cc610e981648.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "d99b1d136d24c67674b0260825eeb716807d531d501d5b8835e6cc610e981648", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f8b41c07fc599f71f6d/measurements.json b/records/sd1/paper/0f8b41c07fc599f71f6d/measurements.json deleted file mode 100644 index 7d020f53dd247a4f5f51590f1872d12dda1acbeb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f8b41c07fc599f71f6d/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "0f8b41c07fc599f71f6d", - "values": { - "std": { - "value": 33.253, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01121, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 70.213, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.5507, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.365334, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.212058, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0f8b41c07fc599f71f6d/output.webp b/records/sd1/paper/0f8b41c07fc599f71f6d/output.webp deleted file mode 100644 index 4ae7e4a2d628a80b2c624df575909a9eeaa91afd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f8b41c07fc599f71f6d/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a491d7af1347d4c7a1fa129c04ddf2d219b5f2ad7e77a860df13b5759e88c9a6 -size 37242 diff --git a/records/sd1/paper/0f8b41c07fc599f71f6d/record.json b/records/sd1/paper/0f8b41c07fc599f71f6d/record.json deleted file mode 100644 index 2735d28259777660a34f897f4600f970152768d6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0f8b41c07fc599f71f6d/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "0f8b41c07fc599f71f6d", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:50:30Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.0.in_layers.0", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.hi", - "kind": "res_branch", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "GroupNorm", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "d5c46eaa4b33a3b46e48" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_1_0_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/0fa6a4e3aa04eaffc8a4/measurements.json b/records/sd1/paper/0fa6a4e3aa04eaffc8a4/measurements.json deleted file mode 100644 index 0fb607d57f9155d04f9abb7038469e6d8564c906..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fa6a4e3aa04eaffc8a4/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "0fa6a4e3aa04eaffc8a4", - "values": { - "cosine_distance": { - "value": 0.06515, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.075446, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.034959, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.064311, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.759, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00649, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 9.401, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0fa6a4e3aa04eaffc8a4/output.webp b/records/sd1/paper/0fa6a4e3aa04eaffc8a4/output.webp deleted file mode 100644 index 7efd28d645675c8b994d990f923ee72c3f6464aa..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fa6a4e3aa04eaffc8a4/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1c168adef9956a71e5ef3e1c332307fe750ddd9453ea7b9ba226e1272405703a -size 28276 diff --git a/records/sd1/paper/0fa6a4e3aa04eaffc8a4/record.json b/records/sd1/paper/0fa6a4e3aa04eaffc8a4/record.json deleted file mode 100644 index 90426c25f3fa4c48fde85dd6936f7b0d9db13a95..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fa6a4e3aa04eaffc8a4/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0fa6a4e3aa04eaffc8a4", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:39Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.1.transformer_blocks.0.attn1.to_out.1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.hi", - "kind": "self_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/b8a16c66d6343c80dad04cdab8852370bb752a3a78443294ecc701088d5ed981.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b8a16c66d6343c80dad04cdab8852370bb752a3a78443294ecc701088d5ed981", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0fae80c45d0be9071313/measurements.json b/records/sd1/paper/0fae80c45d0be9071313/measurements.json deleted file mode 100644 index d25fa9ca96c9c5b72a6ab7201aee3fea5eaaf40b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fae80c45d0be9071313/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "0fae80c45d0be9071313", - "values": { - "cosine_distance": { - "value": 0.000377, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.00047, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.000472, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.000659, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.424, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00646, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.29, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0fae80c45d0be9071313/output.webp b/records/sd1/paper/0fae80c45d0be9071313/output.webp deleted file mode 100644 index b45030d64df3db30adfee72c5fdd9a73bed57b5d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fae80c45d0be9071313/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:561995ecb6171532736cccd2f7bc8905bb5d0e5c273f3d328930c9ab850a7b52 -size 27686 diff --git a/records/sd1/paper/0fae80c45d0be9071313/record.json b/records/sd1/paper/0fae80c45d0be9071313/record.json deleted file mode 100644 index af0c0dac3854b1b7c57dd71328b9f5d1cd5cee27..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fae80c45d0be9071313/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0fae80c45d0be9071313", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:55Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.0.emb_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "mid", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/bacc3e4d18703d260590ec3d38fff0f8c9c3accfc0881d59e921bccaee72cfcc.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "bacc3e4d18703d260590ec3d38fff0f8c9c3accfc0881d59e921bccaee72cfcc", - "type_path": "UNetModel.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0faefb55f8196d59f949/measurements.json b/records/sd1/paper/0faefb55f8196d59f949/measurements.json deleted file mode 100644 index 4a5854f8d98783d895c422a470abc14b080000c3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0faefb55f8196d59f949/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "0faefb55f8196d59f949", - "values": { - "cosine_distance": { - "value": 9.4e-05, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.000198, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.000166, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.000425, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.359, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00643, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.323, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0faefb55f8196d59f949/output.webp b/records/sd1/paper/0faefb55f8196d59f949/output.webp deleted file mode 100644 index ee36ff593fee78d87628d48d26f74937181ad2f1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0faefb55f8196d59f949/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a2c36ce72874fd78a5e1c7508dcaeea07ab601fb6b882001d5b4072860c2d957 -size 27474 diff --git a/records/sd1/paper/0faefb55f8196d59f949/record.json b/records/sd1/paper/0faefb55f8196d59f949/record.json deleted file mode 100644 index 5f0e111e1e71591932252230e3fd3b5c18caad7c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0faefb55f8196d59f949/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0faefb55f8196d59f949", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:17Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.0.0.emb_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/ba26f458e9d769c60fb4d7454f9f950843ce29785f1c663cf4ebce5d5ce452d8.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "ba26f458e9d769c60fb4d7454f9f950843ce29785f1c663cf4ebce5d5ce452d8", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0fb3e9f366db0db4ab20/interpretations.jsonl b/records/sd1/paper/0fb3e9f366db0db4ab20/interpretations.jsonl deleted file mode 100644 index da50b989409167edc56f4966ba0fb35067fe16fa..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fb3e9f366db0db4ab20/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "0fb3e9f366db0db4ab20"}, "kind": "caption", "value": "Young woman with bob haircut and dark shirt in a three-quarter view, framed by a vintage photo border", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:49:32Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "dc2855822f514338"} -{"target": {"record": "0fb3e9f366db0db4ab20"}, "kind": "change", "value": "Almost no visible change; only slight softening of the facial features.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:49:32Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "55733b2ab694aabe"} -{"target": {"record": "0fb3e9f366db0db4ab20"}, "kind": "keywords", "value": ["vintage portrait", "bob haircut", "minimal change"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:49:32Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "7f01210558d9471c"} -{"target": {"record": "0fb3e9f366db0db4ab20"}, "kind": "effect_tags", "value": ["subject_kept", "subtle"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:49:32Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "200907abc8258237"} diff --git a/records/sd1/paper/0fb3e9f366db0db4ab20/measurements.json b/records/sd1/paper/0fb3e9f366db0db4ab20/measurements.json deleted file mode 100644 index 610d8679f6749a75f4fe102973e5bb1ba445371f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fb3e9f366db0db4ab20/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "0fb3e9f366db0db4ab20", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": -0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.432, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00645, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0fb3e9f366db0db4ab20/output.webp b/records/sd1/paper/0fb3e9f366db0db4ab20/output.webp deleted file mode 100644 index 2bab4746e60ee60542014a5a4795f9685c831c8e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fb3e9f366db0db4ab20/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fa05a54229c507875fe1ebf77c01037b00d5f1218255c44f6ced287cd5115c3b -size 27634 diff --git a/records/sd1/paper/0fb3e9f366db0db4ab20/record.json b/records/sd1/paper/0fb3e9f366db0db4ab20/record.json deleted file mode 100644 index 3b929f8c8da7f1020b4d001bd70a393409a31ce0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fb3e9f366db0db4ab20/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0fb3e9f366db0db4ab20", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:54Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.0.h_upd", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "mid", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/45dbc4911f16113b8a9dc0f5ddf9cdd07a057a939ca06e503cc3c2055771efdf.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "45dbc4911f16113b8a9dc0f5ddf9cdd07a057a939ca06e503cc3c2055771efdf", - "type_path": "UNetModel.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0fb7204db4d8ec9d84af/interpretations.jsonl b/records/sd1/paper/0fb7204db4d8ec9d84af/interpretations.jsonl deleted file mode 100644 index 23d296499bd9d5429e0369b431fa72e53b4f55a5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fb7204db4d8ec9d84af/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "0fb7204db4d8ec9d84af"}, "kind": "caption", "value": "Vintage studio portrait of a young man with slicked-back dark hair, black collared shirt, grey-green backdrop.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:15Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "d2a19ae4498b604a"} -{"target": {"record": "0fb7204db4d8ec9d84af"}, "kind": "change", "value": "The subject changes from a young woman into a young man with swept-back hair and a sharper jaw, while pose, framing, palette and tintype-like border stay the same.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:15Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "aed23127274c1599"} -{"target": {"record": "0fb7204db4d8ec9d84af"}, "kind": "keywords", "value": ["gender swap", "male portrait", "identity change", "vintage portrait", "same composition"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:15Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "65b9fe1ec58c97c0"} -{"target": {"record": "0fb7204db4d8ec9d84af"}, "kind": "effect_tags", "value": ["subject_kept", "subtle"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:15Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "94b0d40748483d87"} diff --git a/records/sd1/paper/0fb7204db4d8ec9d84af/measurements.json b/records/sd1/paper/0fb7204db4d8ec9d84af/measurements.json deleted file mode 100644 index 2e4633c3549b854ebc9cec665f5794e53e1f3c19..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fb7204db4d8ec9d84af/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "0fb7204db4d8ec9d84af", - "values": { - "cosine_distance": { - "value": 0.09779, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.09594, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.186435, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.182985, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 69.951, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00703, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 14.01, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0fb7204db4d8ec9d84af/output.webp b/records/sd1/paper/0fb7204db4d8ec9d84af/output.webp deleted file mode 100644 index 2d5799aa40fc789239d4a0733418f3fb53c4ed60..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fb7204db4d8ec9d84af/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d5c83f11cbfd95a46b8a448291532b9d235d7192a4998c62eacc6df0816f063f -size 25966 diff --git a/records/sd1/paper/0fb7204db4d8ec9d84af/record.json b/records/sd1/paper/0fb7204db4d8ec9d84af/record.json deleted file mode 100644 index 336a6a6c09470946a0f8f5906aa00d8b640c53ae..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fb7204db4d8ec9d84af/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0fb7204db4d8ec9d84af", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:27Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.ff.net.0.proj", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "mid", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/8d490a8b6bbf5bc6ba83516f3d42d6bcf597bb083c9911523362009d94c921ce.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "8d490a8b6bbf5bc6ba83516f3d42d6bcf597bb083c9911523362009d94c921ce", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.GEGLU.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0fbca372d0230c991be8/measurements.json b/records/sd1/paper/0fbca372d0230c991be8/measurements.json deleted file mode 100644 index be4dcd9fbea2ef49b85751c73ac4420444b54fae..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fbca372d0230c991be8/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "0fbca372d0230c991be8", - "values": { - "cosine_distance": { - "value": 0.255235, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.234056, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.118984, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.081937, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 55.193, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00553, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 25.339, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0fbca372d0230c991be8/output.webp b/records/sd1/paper/0fbca372d0230c991be8/output.webp deleted file mode 100644 index 31b11a278fc18c942b2478914fc8131a6bfcd124..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fbca372d0230c991be8/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6fedbf49b0ec528b32609463a51a3f531a9bc9caaacce45bfe7473bcfa79c395 -size 25948 diff --git a/records/sd1/paper/0fbca372d0230c991be8/record.json b/records/sd1/paper/0fbca372d0230c991be8/record.json deleted file mode 100644 index fea6251b04690a90f23ba15e6ff7c3c9d6ab6948..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fbca372d0230c991be8/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0fbca372d0230c991be8", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:44Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.10.0.emb_layers.1", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Linear", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/afbd2b05429294a20f403f0847f6128581fa676d091d288ab3ab235d3a5f34b7.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "afbd2b05429294a20f403f0847f6128581fa676d091d288ab3ab235d3a5f34b7", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0fcf530bcb1d0a8a2b68/measurements.json b/records/sd1/paper/0fcf530bcb1d0a8a2b68/measurements.json deleted file mode 100644 index 61b95c2cc482adc694a0deb841e94a8dd32da08b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fcf530bcb1d0a8a2b68/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "0fcf530bcb1d0a8a2b68", - "values": { - "std": { - "value": 68.551, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.02569, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 45.699, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.587033, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.384594, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.343305, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0fcf530bcb1d0a8a2b68/output.webp b/records/sd1/paper/0fcf530bcb1d0a8a2b68/output.webp deleted file mode 100644 index ad96ac81db8d6c050507cce3466107b0b3c7f016..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fcf530bcb1d0a8a2b68/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:20beb40f9d763c55ba8df3c04b70540ec8234c98354f9042e18535de947cf291 -size 72370 diff --git a/records/sd1/paper/0fcf530bcb1d0a8a2b68/record.json b/records/sd1/paper/0fcf530bcb1d0a8a2b68/record.json deleted file mode 100644 index 0de86388377a9072fca702214c91a02385ea7b66..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fcf530bcb1d0a8a2b68/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "0fcf530bcb1d0a8a2b68", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:50:54Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 123, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.0.out_layers.2", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.hi", - "kind": "res_branch", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "Dropout", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "c9418495aefcf734c9e1" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_2_2_3.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/0fd55c82ccbad8135b55/measurements.json b/records/sd1/paper/0fd55c82ccbad8135b55/measurements.json deleted file mode 100644 index 792b16f64c17f4db16efb2a6fa611b536d8824ad..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fd55c82ccbad8135b55/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "0fd55c82ccbad8135b55", - "values": { - "cosine_distance": { - "value": 0.066137, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.067805, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.039183, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.03036, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.998, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00356, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 10.036, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0fd55c82ccbad8135b55/output.webp b/records/sd1/paper/0fd55c82ccbad8135b55/output.webp deleted file mode 100644 index 3df78f6801088d1ae53741bd29ef23d967a82d46..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fd55c82ccbad8135b55/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c40e00fbccaa46953429fcdaa25465266bffb16719fec8b9002c7b27863fd20b -size 25756 diff --git a/records/sd1/paper/0fd55c82ccbad8135b55/record.json b/records/sd1/paper/0fd55c82ccbad8135b55/record.json deleted file mode 100644 index f42e078aa0a2cfd54c682d0016ede333abe7f688..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fd55c82ccbad8135b55/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0fd55c82ccbad8135b55", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:25Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.1.0.out_layers.1", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/18c9f21ae211d543f477b6de097275acdd8f7e772f1b44cf2898296b7100c8cf.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "18c9f21ae211d543f477b6de097275acdd8f7e772f1b44cf2898296b7100c8cf", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0fd8181c19a8bd01f724/interpretations.jsonl b/records/sd1/paper/0fd8181c19a8bd01f724/interpretations.jsonl deleted file mode 100644 index 820d4bf95f10f325b0b95253b0d18c1986971e77..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fd8181c19a8bd01f724/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "0fd8181c19a8bd01f724"}, "kind": "caption", "value": "Dense full-frame confetti of saturated rainbow speckles on white and black, no subject visible", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:51:43Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "832a6145d6a60b34"} -{"target": {"record": "0fd8181c19a8bd01f724"}, "kind": "change", "value": "The sepia portrait is completely replaced by uniform, highly saturated multicolour noise speckles with no trace of the woman or the composition.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:51:43Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a119db123efc2bd4"} -{"target": {"record": "0fd8181c19a8bd01f724"}, "kind": "keywords", "value": ["rainbow noise", "colour static", "confetti speckles", "subject destroyed", "random pattern"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:51:43Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1902198454356542"} -{"target": {"record": "0fd8181c19a8bd01f724"}, "kind": "effect_tags", "value": ["abstract", "subject_lost", "saturated", "pattern", "degenerate", "colour_shift", "new_composition"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:51:43Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "9f84e00a2e3f9e20"} diff --git a/records/sd1/paper/0fd8181c19a8bd01f724/measurements.json b/records/sd1/paper/0fd8181c19a8bd01f724/measurements.json deleted file mode 100644 index ca489e9b227020cc7a08210b6d0af6b20efcbca5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fd8181c19a8bd01f724/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "0fd8181c19a8bd01f724", - "values": { - "cosine_distance": { - "value": 0.976848, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.822354, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.929376, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.545676, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 90.584, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.02536, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 103.426, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0fd8181c19a8bd01f724/output.webp b/records/sd1/paper/0fd8181c19a8bd01f724/output.webp deleted file mode 100644 index 48dc900b912b5775034510522a3c06943dfc834e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fd8181c19a8bd01f724/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3b943e7e911c2396003d7c69e5f175d20b9553b5195ba29d0da815bedef52677 -size 110472 diff --git a/records/sd1/paper/0fd8181c19a8bd01f724/record.json b/records/sd1/paper/0fd8181c19a8bd01f724/record.json deleted file mode 100644 index 34f58184891e85527fc7b520e84158709fb85a9a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fd8181c19a8bd01f724/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0fd8181c19a8bd01f724", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:49:43Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "out.1", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.conv", - "kind": "out_conv", - "module_type": "SiLU", - "container": "Sequential", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/75b7a7952b09085aa2babffc2f8d3e784cb0bae33ab6caf1e9c8a35118d67e1d.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "75b7a7952b09085aa2babffc2f8d3e784cb0bae33ab6caf1e9c8a35118d67e1d", - "type_path": "UNetModel.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0fe47aa0416ab37e24c8/interpretations.jsonl b/records/sd1/paper/0fe47aa0416ab37e24c8/interpretations.jsonl deleted file mode 100644 index a000fef3fb54185d2db83c3e3ee0426f719b4b8e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fe47aa0416ab37e24c8/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "0fe47aa0416ab37e24c8"}, "kind": "caption", "value": "Close-up of a pale woman with slicked-back ponytail, red lips, striped teal and red background", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:39:48Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c35038fef9cb0785"} -{"target": {"record": "0fe47aa0416ab37e24c8"}, "kind": "change", "value": "The vintage portrait becomes a tight, saturated colour close-up with red lipstick, blue eyes, a dark turtleneck and a vertically striped, noisy background with visible grain.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:39:48Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "e81e9ac3f716b9b6"} -{"target": {"record": "0fe47aa0416ab37e24c8"}, "kind": "keywords", "value": ["close-up", "red lips", "striped background", "film grain", "saturated portrait"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:39:48Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "efedd1cfa142e0ee"} -{"target": {"record": "0fe47aa0416ab37e24c8"}, "kind": "effect_tags", "value": ["zoom", "new_composition", "saturated", "colour_shift", "texture", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:39:48Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "03f081a201e3e7f0"} diff --git a/records/sd1/paper/0fe47aa0416ab37e24c8/measurements.json b/records/sd1/paper/0fe47aa0416ab37e24c8/measurements.json deleted file mode 100644 index 78e980ee7a18cbdba44193f8698d4f11ef3a9ec5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fe47aa0416ab37e24c8/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "0fe47aa0416ab37e24c8", - "values": { - "cosine_distance": { - "value": 0.518537, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.525532, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.484383, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.240201, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 57.285, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00773, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 50.39, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0fe47aa0416ab37e24c8/output.webp b/records/sd1/paper/0fe47aa0416ab37e24c8/output.webp deleted file mode 100644 index a5feb3c864abd9faebe680dae8b07a39233686ec..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fe47aa0416ab37e24c8/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4f0d46283a12786881acbe0a9d4730843e5d37456ae60a9c2f82d6da315b5e26 -size 35194 diff --git a/records/sd1/paper/0fe47aa0416ab37e24c8/record.json b/records/sd1/paper/0fe47aa0416ab37e24c8/record.json deleted file mode 100644 index f482132561618b664f1d55a1ecb6dadafe24cd18..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fe47aa0416ab37e24c8/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0fe47aa0416ab37e24c8", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:45Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.1.transformer_blocks.0.attn2.to_v", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/a2bd083cf62f3a8ecdebc2441c4f5b0f8c998c87fc817d872418ee892f82b4cc.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "a2bd083cf62f3a8ecdebc2441c4f5b0f8c998c87fc817d872418ee892f82b4cc", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0fe53242585719d8f388/measurements.json b/records/sd1/paper/0fe53242585719d8f388/measurements.json deleted file mode 100644 index 2de83e7cbf7a59f91cb9f226eca4b08224011c76..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fe53242585719d8f388/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "0fe53242585719d8f388", - "values": { - "cosine_distance": { - "value": 0.195039, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.217493, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.096033, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.101018, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 56.575, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00545, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 28.111, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0fe53242585719d8f388/output.webp b/records/sd1/paper/0fe53242585719d8f388/output.webp deleted file mode 100644 index 25c277c8f3385bd6b39690f02e22b28af0d45ce7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fe53242585719d8f388/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:04c5fc7d5b1e6e3e00e0318fd7e28e1b97146f96f52b026978ed9fc044c6e853 -size 27626 diff --git a/records/sd1/paper/0fe53242585719d8f388/record.json b/records/sd1/paper/0fe53242585719d8f388/record.json deleted file mode 100644 index 19488383922fef3722029bee98625aa7bdb7f951..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0fe53242585719d8f388/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0fe53242585719d8f388", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:39Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.hi", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/09134427696803746e0d3eaa9127a277830a6265db6531afd22dbec84675eeca.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "09134427696803746e0d3eaa9127a277830a6265db6531afd22dbec84675eeca", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0ffd899d5c11f2ca02b1/measurements.json b/records/sd1/paper/0ffd899d5c11f2ca02b1/measurements.json deleted file mode 100644 index 9753606bebd322610a551680ad16c35e4f4c9824..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0ffd899d5c11f2ca02b1/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "0ffd899d5c11f2ca02b1", - "values": { - "cosine_distance": { - "value": 0.163144, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.184448, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.152741, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.060642, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 52.413, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00402, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 21.513, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/0ffd899d5c11f2ca02b1/output.webp b/records/sd1/paper/0ffd899d5c11f2ca02b1/output.webp deleted file mode 100644 index 4c3ab9ca802c36bb328e5b3abaa22c747126f1b2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0ffd899d5c11f2ca02b1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:47f02f3ac10761088a1557d79198fab7137290171a3dc8b74140b44d122aaba4 -size 29400 diff --git a/records/sd1/paper/0ffd899d5c11f2ca02b1/record.json b/records/sd1/paper/0ffd899d5c11f2ca02b1/record.json deleted file mode 100644 index abdb4d1189b51b50230593fbe3856f9262cef464..0000000000000000000000000000000000000000 --- a/records/sd1/paper/0ffd899d5c11f2ca02b1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "0ffd899d5c11f2ca02b1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:23Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.0.out_layers.3", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/b4034b45c1a8df9a99b064915f425495baa54417306cddba6d82986ce0f0a2ad.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b4034b45c1a8df9a99b064915f425495baa54417306cddba6d82986ce0f0a2ad", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1007c4e6bb6463487cbf/interpretations.jsonl b/records/sd1/paper/1007c4e6bb6463487cbf/interpretations.jsonl deleted file mode 100644 index d4e3ef59cca8fbce15eea63947418d732d72c36b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1007c4e6bb6463487cbf/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1007c4e6bb6463487cbf"}, "kind": "caption", "value": "Short-haired woman in black top, three-quarter studio portrait on grey-green backdrop", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:03:41Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "2c37b2348275f2bf"} -{"target": {"record": "1007c4e6bb6463487cbf"}, "kind": "change", "value": "Almost no visible change.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:03:41Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "e61b207eefbb9b36"} -{"target": {"record": "1007c4e6bb6463487cbf"}, "kind": "keywords", "value": ["portrait", "near identical", "no change"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:03:41Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "08ac4d65ae945127"} -{"target": {"record": "1007c4e6bb6463487cbf"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:03:41Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "e997e999bcd387b0"} diff --git a/records/sd1/paper/1007c4e6bb6463487cbf/measurements.json b/records/sd1/paper/1007c4e6bb6463487cbf/measurements.json deleted file mode 100644 index 2cfd82343625403ddc049c5418172b8e98349fde..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1007c4e6bb6463487cbf/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1007c4e6bb6463487cbf", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": -0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.366, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00648, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1007c4e6bb6463487cbf/output.webp b/records/sd1/paper/1007c4e6bb6463487cbf/output.webp deleted file mode 100644 index 27ca0f5033fd5be46d7b6f6ec3c180ea814eeb17..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1007c4e6bb6463487cbf/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4b3662989ad7f065c8c9f61ae51efc70963c7f36666064c00ec298e85a98a37e -size 30794 diff --git a/records/sd1/paper/1007c4e6bb6463487cbf/record.json b/records/sd1/paper/1007c4e6bb6463487cbf/record.json deleted file mode 100644 index 54616cc5119c52de2203ae1b078ba225bf2b2907..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1007c4e6bb6463487cbf/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1007c4e6bb6463487cbf", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:07Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.0.h_upd", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/e84170675ce6f31affa629c0d786d2676e91c4a07de89e03edeecfc358f72365.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e84170675ce6f31affa629c0d786d2676e91c4a07de89e03edeecfc358f72365", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10155344364b36a5d272/measurements.json b/records/sd1/paper/10155344364b36a5d272/measurements.json deleted file mode 100644 index cd630ccb8d25be6188816b9dea0f22537f8ff946..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10155344364b36a5d272/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "10155344364b36a5d272", - "values": { - "cosine_distance": { - "value": 0.176153, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.182205, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.093655, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.080424, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.768, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0043, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 19.901, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10155344364b36a5d272/output.webp b/records/sd1/paper/10155344364b36a5d272/output.webp deleted file mode 100644 index 2d8a28f6f6b5706fe5870555fe25118ba3555170..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10155344364b36a5d272/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5611b179cea401ff7c280e394fdbf6ecd3752daf642702967a21e2691a4c1644 -size 27778 diff --git a/records/sd1/paper/10155344364b36a5d272/record.json b/records/sd1/paper/10155344364b36a5d272/record.json deleted file mode 100644 index e93d21a83d978894e83b4a0e3590ccf5e304ed6d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10155344364b36a5d272/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "10155344364b36a5d272", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:24Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.proj_out", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.lo", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/98011270697b44683f8c7f7c456fe472c6aa61749431dd2576822e59264c9d75.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "98011270697b44683f8c7f7c456fe472c6aa61749431dd2576822e59264c9d75", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/101d6039c7fd02be5b32/measurements.json b/records/sd1/paper/101d6039c7fd02be5b32/measurements.json deleted file mode 100644 index c4c550ddbea26d6f4f2cf2d19d3cb8594a60296d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/101d6039c7fd02be5b32/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "101d6039c7fd02be5b32", - "values": { - "cosine_distance": { - "value": 0.074697, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.077366, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.04253, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.075676, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.88, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00447, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 11.715, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/101d6039c7fd02be5b32/output.webp b/records/sd1/paper/101d6039c7fd02be5b32/output.webp deleted file mode 100644 index 03cde9afe424b5afafbe755420dc8c093f0d8501..0000000000000000000000000000000000000000 --- a/records/sd1/paper/101d6039c7fd02be5b32/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:50ba85d44e15c20b65cca0194bafa4a4663dc45eff72d06ebdee8bfbaf47709c -size 27402 diff --git a/records/sd1/paper/101d6039c7fd02be5b32/record.json b/records/sd1/paper/101d6039c7fd02be5b32/record.json deleted file mode 100644 index e91ab3df370d4dae036ac4f651a688865615e680..0000000000000000000000000000000000000000 --- a/records/sd1/paper/101d6039c7fd02be5b32/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "101d6039c7fd02be5b32", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:25Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.transformer_blocks.0.attn2.to_q", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.hi", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/eb8d6fee3df521d0ad62f2ff6508f59c0b4c0d9e003850fd46463b403cb4acaf.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "eb8d6fee3df521d0ad62f2ff6508f59c0b4c0d9e003850fd46463b403cb4acaf", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1022d2b441cee2618343/interpretations.jsonl b/records/sd1/paper/1022d2b441cee2618343/interpretations.jsonl deleted file mode 100644 index f6d8f4b582fa53a55fc88e0e0bc8f0d5471723eb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1022d2b441cee2618343/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1022d2b441cee2618343"}, "kind": "caption", "value": "Front-facing portrait of short-haired young person on plain grey-green background, softer light", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:37Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1e7257978bee5b37"} -{"target": {"record": "1022d2b441cee2618343"}, "kind": "change", "value": "The subject faces the camera more directly with a softer, rounder face, and the framing is shifted with the white border mostly gone.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:37Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "d88fdd387f847464"} -{"target": {"record": "1022d2b441cee2618343"}, "kind": "keywords", "value": ["frontal portrait", "soft light", "reframed", "portrait variation"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:37Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "b80998408cb9de1c"} -{"target": {"record": "1022d2b441cee2618343"}, "kind": "effect_tags", "value": ["framing", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:37Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "b113903886a3104e"} diff --git a/records/sd1/paper/1022d2b441cee2618343/measurements.json b/records/sd1/paper/1022d2b441cee2618343/measurements.json deleted file mode 100644 index eceedcc78b6a0fb37c77ef566067a1e46a1ba917..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1022d2b441cee2618343/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1022d2b441cee2618343", - "values": { - "cosine_distance": { - "value": 0.094157, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.101849, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.046821, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.083699, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 69.078, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00337, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 13.818, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1022d2b441cee2618343/output.webp b/records/sd1/paper/1022d2b441cee2618343/output.webp deleted file mode 100644 index afe06d7d0f8216eec8d68293f20af858c60a0d68..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1022d2b441cee2618343/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d99862f787d819166063a7feea119317bbe022d81e0177aba08a5e436fb88679 -size 31916 diff --git a/records/sd1/paper/1022d2b441cee2618343/record.json b/records/sd1/paper/1022d2b441cee2618343/record.json deleted file mode 100644 index 8261959b41fb98f252344536bf34dfdd3dbc8c5e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1022d2b441cee2618343/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1022d2b441cee2618343", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:06Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.1.transformer_blocks.0.ff.net.0.proj", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.hi", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/7b68205a35ddf72b22d1367932705b65263c24c33999030e631b01e7e7a5fb02.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7b68205a35ddf72b22d1367932705b65263c24c33999030e631b01e7e7a5fb02", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.GEGLU.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1027653255728a78a9bd/measurements.json b/records/sd1/paper/1027653255728a78a9bd/measurements.json deleted file mode 100644 index e63a64960cd9fa06b9af2c5ac207685e95cbb40a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1027653255728a78a9bd/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1027653255728a78a9bd", - "values": { - "std": { - "value": 32.587, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00671, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 48.92, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.72766, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.390689, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.167544, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1027653255728a78a9bd/output.webp b/records/sd1/paper/1027653255728a78a9bd/output.webp deleted file mode 100644 index e8db82d12d4f7ea8afdcf6c3fd55e39feae4dac4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1027653255728a78a9bd/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:90997003bd1756fb16edc29f7e4542a65c0e76ec09239a77c3da7b7459ad5c98 -size 30412 diff --git a/records/sd1/paper/1027653255728a78a9bd/record.json b/records/sd1/paper/1027653255728a78a9bd/record.json deleted file mode 100644 index 65e48ba84e61562193bc3fe5b9c956fedfc9a724..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1027653255728a78a9bd/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1027653255728a78a9bd", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:20:17Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Mountain landscape at sunset", - "prompt_key": "e8d235cd25ffb3ab" - }, - "bends": [ - { - "path": "input_blocks.1.0.in_layers.0", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.hi", - "kind": "res_branch", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "GroupNorm", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "185264b87bbdcfccebc3" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_1_3_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/102ebf75d5df1bd4dc0f/interpretations.jsonl b/records/sd1/paper/102ebf75d5df1bd4dc0f/interpretations.jsonl deleted file mode 100644 index cf2d3a008d1ded33b4e768533e60754a72664bd0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/102ebf75d5df1bd4dc0f/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "102ebf75d5df1bd4dc0f"}, "kind": "caption", "value": "Short-haired young woman in black, grey-green vintage plate portrait, three-quarter view", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:57:49Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a04c3347639ef0e9"} -{"target": {"record": "102ebf75d5df1bd4dc0f"}, "kind": "change", "value": "Almost no visible change; the face is very slightly altered.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:57:49Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a5387f8b4b416ba2"} -{"target": {"record": "102ebf75d5df1bd4dc0f"}, "kind": "keywords", "value": ["near identical", "minimal change", "vintage portrait", "plate photo"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:57:49Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "9f5a4d3dad7cddd1"} -{"target": {"record": "102ebf75d5df1bd4dc0f"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:57:49Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1c5e14ce70b52938"} diff --git a/records/sd1/paper/102ebf75d5df1bd4dc0f/measurements.json b/records/sd1/paper/102ebf75d5df1bd4dc0f/measurements.json deleted file mode 100644 index 4b809a059a90c4f3e80975a073adbcb4169de096..0000000000000000000000000000000000000000 --- a/records/sd1/paper/102ebf75d5df1bd4dc0f/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "102ebf75d5df1bd4dc0f", - "values": { - "cosine_distance": { - "value": 0.017062, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.015746, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.006989, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.011078, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.467, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00655, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.774, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/102ebf75d5df1bd4dc0f/output.webp b/records/sd1/paper/102ebf75d5df1bd4dc0f/output.webp deleted file mode 100644 index 278c460c49d03e845b18bd50e2e57389006c09eb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/102ebf75d5df1bd4dc0f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:919bf04f6b780f26fa9fdb5e3d508b002774f3b1d379ca3e35ced505c893e7df -size 26700 diff --git a/records/sd1/paper/102ebf75d5df1bd4dc0f/record.json b/records/sd1/paper/102ebf75d5df1bd4dc0f/record.json deleted file mode 100644 index c3f6de7d608dcac464ae83b52dcb12b27049fe87..0000000000000000000000000000000000000000 --- a/records/sd1/paper/102ebf75d5df1bd4dc0f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "102ebf75d5df1bd4dc0f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:42Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.proj_in", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.lo", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/6b78c829d2f447ab8e94da444c33b921e46b14e849e589cabdf7cb0a3a183420.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "6b78c829d2f447ab8e94da444c33b921e46b14e849e589cabdf7cb0a3a183420", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10346bed4b71d2745295/measurements.json b/records/sd1/paper/10346bed4b71d2745295/measurements.json deleted file mode 100644 index e862c4cc2bb10ace0f1f304b5452dd9673bc867e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10346bed4b71d2745295/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "10346bed4b71d2745295", - "values": { - "cosine_distance": { - "value": 0.230321, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.2955, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.142507, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.10665, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 58.658, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00385, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 30.623, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10346bed4b71d2745295/output.webp b/records/sd1/paper/10346bed4b71d2745295/output.webp deleted file mode 100644 index 51cc6bd011eb5c910f4c955a7fe822396e100393..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10346bed4b71d2745295/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:22e4fa43700176589556dafd7675d37b59860e400b650f2081e7da4807f7ae6b -size 20938 diff --git a/records/sd1/paper/10346bed4b71d2745295/record.json b/records/sd1/paper/10346bed4b71d2745295/record.json deleted file mode 100644 index a11309c3d2a4e664679e1d28a9de9158ea2ad3ee..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10346bed4b71d2745295/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "10346bed4b71d2745295", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:24Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.hi", - "kind": "skip", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/46d65e00560b4d79dd9d50128d5ca4a493bd563b0b28818688c4d1c2125b3cdf.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "46d65e00560b4d79dd9d50128d5ca4a493bd563b0b28818688c4d1c2125b3cdf", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10362251a07a11073e89/interpretations.jsonl b/records/sd1/paper/10362251a07a11073e89/interpretations.jsonl deleted file mode 100644 index 7ccdaefe526eb2aa47f9b2f843f6d3447a8b69c6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10362251a07a11073e89/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "10362251a07a11073e89"}, "kind": "caption", "value": "Frontal portrait of young woman with brown bob against green panel on cream border", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:36:09Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "2baeff714bc02c7e"} -{"target": {"record": "10362251a07a11073e89"}, "kind": "change", "value": "The pose turns to face the viewer and the colours warm up, with a soft green background inside a cream mat replacing the grey-green tone.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:36:09Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0c911ae880024707"} -{"target": {"record": "10362251a07a11073e89"}, "kind": "keywords", "value": ["frontal portrait", "green background", "warm skin tones", "bob haircut", "cream border"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:36:09Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "323a6f8bd841927b"} -{"target": {"record": "10362251a07a11073e89"}, "kind": "effect_tags", "value": ["colour_shift", "subject_kept", "new_composition"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:36:09Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "2d2221768b3f314e"} diff --git a/records/sd1/paper/10362251a07a11073e89/measurements.json b/records/sd1/paper/10362251a07a11073e89/measurements.json deleted file mode 100644 index fba5f3fa8c2b325d9048c8027cfe175e76321099..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10362251a07a11073e89/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "10362251a07a11073e89", - "values": { - "cosine_distance": { - "value": 0.389108, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.380258, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.249254, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.137535, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 61.873, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00686, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 43.938, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10362251a07a11073e89/output.webp b/records/sd1/paper/10362251a07a11073e89/output.webp deleted file mode 100644 index 954e408e9dc2769b42f3777af25d5bfdc7c45e53..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10362251a07a11073e89/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:796468e8fe2f2b7c303938b0ecd4937103c55fa843ac39ff53bf49d9e3d5006a -size 23482 diff --git a/records/sd1/paper/10362251a07a11073e89/record.json b/records/sd1/paper/10362251a07a11073e89/record.json deleted file mode 100644 index dbeed96a0b8bd1e2a232feca1060bcf42860132c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10362251a07a11073e89/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "10362251a07a11073e89", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:31Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.1.proj_in", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.lo", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/c826e0e88ff97ffc7a2251c9c52bade0be8b11c29247cc19f42cb4b2504a790a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "c826e0e88ff97ffc7a2251c9c52bade0be8b11c29247cc19f42cb4b2504a790a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1049156f035f799358d0/measurements.json b/records/sd1/paper/1049156f035f799358d0/measurements.json deleted file mode 100644 index 871e3319d655735bf8dc58bd94a50a9fb112abbb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1049156f035f799358d0/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1049156f035f799358d0", - "values": { - "cosine_distance": { - "value": 0.130975, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.165264, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.195863, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.159177, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.065, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0062, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 16.609, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1049156f035f799358d0/output.webp b/records/sd1/paper/1049156f035f799358d0/output.webp deleted file mode 100644 index 86050352ce858f9d4cd9cf6858d9b805514519d8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1049156f035f799358d0/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d03d2036b4afa5290077a7a2353726c12ff4289c656488f14b76342fc8119ece -size 30300 diff --git a/records/sd1/paper/1049156f035f799358d0/record.json b/records/sd1/paper/1049156f035f799358d0/record.json deleted file mode 100644 index 6eed01238d12c42fe8976745c28e35607ec8fdde..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1049156f035f799358d0/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1049156f035f799358d0", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:45Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.0.0.out_layers.3", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/8cf7b71ddc0bacaf68fea653c345804910617d79758f60ffa13c5514f9452720.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "8cf7b71ddc0bacaf68fea653c345804910617d79758f60ffa13c5514f9452720", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/105e7c77ddd6d4d05baf/measurements.json b/records/sd1/paper/105e7c77ddd6d4d05baf/measurements.json deleted file mode 100644 index 3187a47aa84c417c78e29b8d7c3739b051db60a0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/105e7c77ddd6d4d05baf/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "105e7c77ddd6d4d05baf", - "values": { - "cosine_distance": { - "value": 0.072597, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.063518, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.046866, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.047288, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.285, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00394, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 11.253, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/105e7c77ddd6d4d05baf/output.webp b/records/sd1/paper/105e7c77ddd6d4d05baf/output.webp deleted file mode 100644 index a757c3b55039127487c3c18695d80f9109197d0a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/105e7c77ddd6d4d05baf/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6693a966f23ae4aa5a2f43ec203c9419d0128408ecf5c6bbfa05e44494ae52f1 -size 25474 diff --git a/records/sd1/paper/105e7c77ddd6d4d05baf/record.json b/records/sd1/paper/105e7c77ddd6d4d05baf/record.json deleted file mode 100644 index 890da6642bd7bd3f14a276aca20591a80ce20c97..0000000000000000000000000000000000000000 --- a/records/sd1/paper/105e7c77ddd6d4d05baf/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "105e7c77ddd6d4d05baf", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:10Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.2.in_layers.1", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "mid", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/fbef42dadee8fd7c6ecf8efb40dbb76828757d49556780a79a881b71518e3c57.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "fbef42dadee8fd7c6ecf8efb40dbb76828757d49556780a79a881b71518e3c57", - "type_path": "UNetModel.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/106dad3675e33f62b84c/measurements.json b/records/sd1/paper/106dad3675e33f62b84c/measurements.json deleted file mode 100644 index 49e60ab59a67c1c055714832e4d5e9cc75867b8a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/106dad3675e33f62b84c/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "106dad3675e33f62b84c", - "values": { - "cosine_distance": { - "value": 0.040791, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.081321, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.086044, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.025939, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.427, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00395, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 9.685, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/106dad3675e33f62b84c/output.webp b/records/sd1/paper/106dad3675e33f62b84c/output.webp deleted file mode 100644 index 218d03f5a50fb9002a3398eb22c1bfc0a7b2763a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/106dad3675e33f62b84c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:83731c96c06c5442acd68bed03e3f7324f245a5eb887b7204d1d33e71c709b81 -size 26256 diff --git a/records/sd1/paper/106dad3675e33f62b84c/record.json b/records/sd1/paper/106dad3675e33f62b84c/record.json deleted file mode 100644 index c2829f8da413dbdaa6c995fa7c7a3d1675ecd7a3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/106dad3675e33f62b84c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "106dad3675e33f62b84c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:36Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.0.emb_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/c1ed2cd4c1aa538d23d2c2a18f2bf90fcb6372ed298899967a497739d8b06aca.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "c1ed2cd4c1aa538d23d2c2a18f2bf90fcb6372ed298899967a497739d8b06aca", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/106df702ec99c485c5a2/measurements.json b/records/sd1/paper/106df702ec99c485c5a2/measurements.json deleted file mode 100644 index 0bb670b43abe3797808a1f52e915d8ac08fb25f2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/106df702ec99c485c5a2/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "106df702ec99c485c5a2", - "values": { - "cosine_distance": { - "value": 0.013119, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.012926, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.008109, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.015285, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.208, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00635, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.722, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/106df702ec99c485c5a2/output.webp b/records/sd1/paper/106df702ec99c485c5a2/output.webp deleted file mode 100644 index 6ad45963890f50cd78361432b97af811f613a14c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/106df702ec99c485c5a2/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f3c0887750476b0d682487fe22fe0d161ca484d8071dec0782d0043a0f40840e -size 26902 diff --git a/records/sd1/paper/106df702ec99c485c5a2/record.json b/records/sd1/paper/106df702ec99c485c5a2/record.json deleted file mode 100644 index a6892ee0fa55181285134b8e2feefa9995c22cb3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/106df702ec99c485c5a2/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "106df702ec99c485c5a2", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:40Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.1.proj_out", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.lo", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/813afe08ecb862f3a45269ed1d9c0a56a522948f3b8aa1ceaefb5d27485c0247.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "813afe08ecb862f3a45269ed1d9c0a56a522948f3b8aa1ceaefb5d27485c0247", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1070c2990f7e3f185ec6/measurements.json b/records/sd1/paper/1070c2990f7e3f185ec6/measurements.json deleted file mode 100644 index 86f72ac1bd349939e97991be3ee95f5aff7e632b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1070c2990f7e3f185ec6/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1070c2990f7e3f185ec6", - "values": { - "cosine_distance": { - "value": 0.106872, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.271214, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.11493, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.087829, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 56.247, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0035, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 16.391, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1070c2990f7e3f185ec6/output.webp b/records/sd1/paper/1070c2990f7e3f185ec6/output.webp deleted file mode 100644 index 471e4b4753ac8d8ab36212b2e3b65a03d1efe777..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1070c2990f7e3f185ec6/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:8304f08ca9b7c2cba9b79c5f57f456938d19260c4caf70a5b619aa2123be6a9a -size 38772 diff --git a/records/sd1/paper/1070c2990f7e3f185ec6/record.json b/records/sd1/paper/1070c2990f7e3f185ec6/record.json deleted file mode 100644 index 83506703fe0861fbcc6f15065cd5f764547943b8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1070c2990f7e3f185ec6/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1070c2990f7e3f185ec6", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:58Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.0.out_layers.3", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/3577ecf2c98b44ec8ed716909963b4eef7fc3b27cd988cc9bbcb8ae673edd796.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "3577ecf2c98b44ec8ed716909963b4eef7fc3b27cd988cc9bbcb8ae673edd796", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10718fba17a00b92dd82/measurements.json b/records/sd1/paper/10718fba17a00b92dd82/measurements.json deleted file mode 100644 index e7f46611d3b07bb3dc066357002262a4dc663404..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10718fba17a00b92dd82/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "10718fba17a00b92dd82", - "values": { - "cosine_distance": { - "value": 0.04762, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.066117, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.020224, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.052915, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.481, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00632, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 8.297, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10718fba17a00b92dd82/output.webp b/records/sd1/paper/10718fba17a00b92dd82/output.webp deleted file mode 100644 index 1e62339ac8f2c2e7b44673794c4b3b65495be32e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10718fba17a00b92dd82/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:ac5ad893c83c7330c8272569684604b07862caadb89cc1d3d19e5ea1dbd95492 -size 29776 diff --git a/records/sd1/paper/10718fba17a00b92dd82/record.json b/records/sd1/paper/10718fba17a00b92dd82/record.json deleted file mode 100644 index be46dc98ca98f6bdb96467a808d059c556940501..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10718fba17a00b92dd82/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "10718fba17a00b92dd82", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:53Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.2.0.emb_layers.0", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/f5f26779c6df7b76b14233144b43afdb2aa127dba8659e72394eaab5c13f0185.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "f5f26779c6df7b76b14233144b43afdb2aa127dba8659e72394eaab5c13f0185", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1076e426f7cfa901b220/measurements.json b/records/sd1/paper/1076e426f7cfa901b220/measurements.json deleted file mode 100644 index e5068454acb3aba620e2c6ca825e2d9d6ac94011..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1076e426f7cfa901b220/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1076e426f7cfa901b220", - "values": { - "cosine_distance": { - "value": 0.03867, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.049202, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.039171, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.032811, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.614, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00396, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 7.77, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1076e426f7cfa901b220/output.webp b/records/sd1/paper/1076e426f7cfa901b220/output.webp deleted file mode 100644 index 5be96659e0ca4e54c0f73a3b524ec34cfa320e94..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1076e426f7cfa901b220/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:20b26d14ee057d81d10a0cbc4f506812d222c320d5779824c96c92ba17a8d81e -size 27346 diff --git a/records/sd1/paper/1076e426f7cfa901b220/record.json b/records/sd1/paper/1076e426f7cfa901b220/record.json deleted file mode 100644 index 38b04903548aa2edbc06df2b74fef9dca0830316..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1076e426f7cfa901b220/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1076e426f7cfa901b220", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:25Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.transformer_blocks.0.ff.net.2", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.hi", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/a97c5979c8916bfbcb0b04e52df173517ec5761c4452ff02d569507c04ffd6d3.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "a97c5979c8916bfbcb0b04e52df173517ec5761c4452ff02d569507c04ffd6d3", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10a2569150f8574a0112/interpretations.jsonl b/records/sd1/paper/10a2569150f8574a0112/interpretations.jsonl deleted file mode 100644 index c2197c4e076e0ad1efa3d7bf855c0ba428612087..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10a2569150f8574a0112/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "10a2569150f8574a0112"}, "kind": "caption", "value": "Sepia vintage portrait of an androgynous young person with dark hair inside rounded vignette frame", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:40:08Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "6fbc01f7ecc70723"} -{"target": {"record": "10a2569150f8574a0112"}, "kind": "change", "value": "Tones shift to warm sepia with a rounded vignetted frame, and the face becomes more androgynous and angular.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:40:08Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "e30d3678fe0da693"} -{"target": {"record": "10a2569150f8574a0112"}, "kind": "keywords", "value": ["sepia", "androgynous", "vignette", "aged photo"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:40:08Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c3f9ef81920038de"} -{"target": {"record": "10a2569150f8574a0112"}, "kind": "effect_tags", "value": ["colour_shift", "desaturated", "framing", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:40:08Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "77e2d8494aad00bc"} diff --git a/records/sd1/paper/10a2569150f8574a0112/measurements.json b/records/sd1/paper/10a2569150f8574a0112/measurements.json deleted file mode 100644 index fd1cc8bce3d5e1d107fde3f5c1a5717bf5f9cd08..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10a2569150f8574a0112/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "10a2569150f8574a0112", - "values": { - "cosine_distance": { - "value": 0.182548, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.20205, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.126336, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.112207, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.986, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00559, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 20.355, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10a2569150f8574a0112/output.webp b/records/sd1/paper/10a2569150f8574a0112/output.webp deleted file mode 100644 index b58ef87ac343c3c34073d7fb6bf2ec593ec848ae..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10a2569150f8574a0112/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:07d5cc7d8483cf7dd1fa19bd85bf598c45f909fb6e263718105bb2a50ba6f494 -size 28158 diff --git a/records/sd1/paper/10a2569150f8574a0112/record.json b/records/sd1/paper/10a2569150f8574a0112/record.json deleted file mode 100644 index 20f15fefce0e416c8bba881dbfb19ef05e778e13..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10a2569150f8574a0112/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "10a2569150f8574a0112", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:52Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.6.0.op", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.mid", - "kind": "downsample", - "module_type": "Conv2d", - "container": "Downsample", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/33143a77e648993ae5a1851d25a27f4746e58133d599ee72d44e1251eb0ba0a7.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "33143a77e648993ae5a1851d25a27f4746e58133d599ee72d44e1251eb0ba0a7", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.Downsample.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10a33ba05ce1e84ef4a3/measurements.json b/records/sd1/paper/10a33ba05ce1e84ef4a3/measurements.json deleted file mode 100644 index e114a8f597bbb224fccbf44fec40f4a3e37f42da..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10a33ba05ce1e84ef4a3/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "10a33ba05ce1e84ef4a3", - "values": { - "cosine_distance": { - "value": 0.092974, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.102631, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.085612, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.129286, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.705, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00384, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 13.59, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10a33ba05ce1e84ef4a3/output.webp b/records/sd1/paper/10a33ba05ce1e84ef4a3/output.webp deleted file mode 100644 index 4053cade83d72338860c32e3f6fa125f9b7779c6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10a33ba05ce1e84ef4a3/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0f75191f1ef5f4811c4e878468342f27393cca3e8845f9f739311f813d39fc2d -size 28302 diff --git a/records/sd1/paper/10a33ba05ce1e84ef4a3/record.json b/records/sd1/paper/10a33ba05ce1e84ef4a3/record.json deleted file mode 100644 index c64cd51ea5b0e644477a07f80c83671d0e1cb200..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10a33ba05ce1e84ef4a3/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "10a33ba05ce1e84ef4a3", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:33Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.attn2.to_out.1", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "mid", - "kind": "cross_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/caaf880107477f8e96237d9fe41d4a56374ed6f054fda13960f1b947a09dec43.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "caaf880107477f8e96237d9fe41d4a56374ed6f054fda13960f1b947a09dec43", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10a4c19d9d38ee914e60/measurements.json b/records/sd1/paper/10a4c19d9d38ee914e60/measurements.json deleted file mode 100644 index 4f62e666989a83d0b8d29bdc46a76739846b0730..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10a4c19d9d38ee914e60/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "10a4c19d9d38ee914e60", - "values": { - "cosine_distance": { - "value": 0.061821, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.065899, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.041374, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.073214, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.968, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00639, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 9.391, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10a4c19d9d38ee914e60/output.webp b/records/sd1/paper/10a4c19d9d38ee914e60/output.webp deleted file mode 100644 index 09218c66823f2dc7c696fc9313348b646c2e65c1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10a4c19d9d38ee914e60/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:238cd2e53b2d902775c48f7b202c334b89b3e4eb55504ddc2174a7d172e8df51 -size 28768 diff --git a/records/sd1/paper/10a4c19d9d38ee914e60/record.json b/records/sd1/paper/10a4c19d9d38ee914e60/record.json deleted file mode 100644 index 41214b9e3f088a3f8927f1554d2a74690ca22a99..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10a4c19d9d38ee914e60/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "10a4c19d9d38ee914e60", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:32Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.2.0.out_layers.3", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/17f9edb0b50cd3e69feed1c5a2a6c720b2ebff9cb598da99477026aa6c44453d.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "17f9edb0b50cd3e69feed1c5a2a6c720b2ebff9cb598da99477026aa6c44453d", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10aac6602198e491f8fc/interpretations.jsonl b/records/sd1/paper/10aac6602198e491f8fc/interpretations.jsonl deleted file mode 100644 index aaa177ae13ce348a6704ddf3237d1d49dfacdb75..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10aac6602198e491f8fc/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "10aac6602198e491f8fc"}, "kind": "caption", "value": "Close-up colour portrait of a young woman with auburn bob, pink lips, head tilted", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:44:49Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "6209498f6322b3a6"} -{"target": {"record": "10aac6602198e491f8fc"}, "kind": "change", "value": "The muted vintage tintype portrait becomes a closer, warmer colour photo of a different-looking woman with a soft cream background and tilted head pose.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:44:49Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "dd6d352aeaded651"} -{"target": {"record": "10aac6602198e491f8fc"}, "kind": "keywords", "value": ["colour portrait", "closer crop", "warm skin tones", "soft background", "vintage to modern"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:44:49Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "9cc70cec56fd05cd"} -{"target": {"record": "10aac6602198e491f8fc"}, "kind": "effect_tags", "value": ["new_composition", "zoom", "colour_shift", "subject_kept", "style_change"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:44:49Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "3a17c9cf6b7ae441"} diff --git a/records/sd1/paper/10aac6602198e491f8fc/measurements.json b/records/sd1/paper/10aac6602198e491f8fc/measurements.json deleted file mode 100644 index 4909116325eeb7f8c345bcbdb97b2ee403671548..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10aac6602198e491f8fc/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "10aac6602198e491f8fc", - "values": { - "cosine_distance": { - "value": 0.446853, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.506607, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.363444, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.209082, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 73.009, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0041, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 52.659, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10aac6602198e491f8fc/output.webp b/records/sd1/paper/10aac6602198e491f8fc/output.webp deleted file mode 100644 index 8be982edf23a44a3d509fc30738d66289cbab0bf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10aac6602198e491f8fc/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:93a0c07b18adad98b5b971245bb73df11fcec5dd4070cbe3c52e17e2278c49f6 -size 24288 diff --git a/records/sd1/paper/10aac6602198e491f8fc/record.json b/records/sd1/paper/10aac6602198e491f8fc/record.json deleted file mode 100644 index 825db24dc0c4d2833b5cd4d093e1c31ef2472166..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10aac6602198e491f8fc/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "10aac6602198e491f8fc", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:55Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.0.skip_connection", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.mid", - "kind": "skip", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/37184bb2a39eb55973bef0352f931a4c6ff6e679af0f533f08c5d9a5daad11cb.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "37184bb2a39eb55973bef0352f931a4c6ff6e679af0f533f08c5d9a5daad11cb", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10b3c9b36553ddd554c4/interpretations.jsonl b/records/sd1/paper/10b3c9b36553ddd554c4/interpretations.jsonl deleted file mode 100644 index 9bc68d4729c41d8ae9da08c528c1352bcfc0471a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10b3c9b36553ddd554c4/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "10b3c9b36553ddd554c4"}, "kind": "caption", "value": "Vintage tintype-style portrait of a young woman with short dark bob and black shirt", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "6dd4c4571bcb19cc"} -{"target": {"record": "10b3c9b36553ddd554c4"}, "kind": "change", "value": "Almost no visible change.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "388b4649c18de3ae"} -{"target": {"record": "10b3c9b36553ddd554c4"}, "kind": "keywords", "value": ["portrait", "vintage photo", "short bob", "no change"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "63436c60bd835325"} -{"target": {"record": "10b3c9b36553ddd554c4"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "3c2ac0a1b4f099c5"} diff --git a/records/sd1/paper/10b3c9b36553ddd554c4/measurements.json b/records/sd1/paper/10b3c9b36553ddd554c4/measurements.json deleted file mode 100644 index 7006d2ec70a4c28b94af72252698fc009782bd52..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10b3c9b36553ddd554c4/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "10b3c9b36553ddd554c4", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": -0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.366, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00648, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10b3c9b36553ddd554c4/output.webp b/records/sd1/paper/10b3c9b36553ddd554c4/output.webp deleted file mode 100644 index 27ca0f5033fd5be46d7b6f6ec3c180ea814eeb17..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10b3c9b36553ddd554c4/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4b3662989ad7f065c8c9f61ae51efc70963c7f36666064c00ec298e85a98a37e -size 30794 diff --git a/records/sd1/paper/10b3c9b36553ddd554c4/record.json b/records/sd1/paper/10b3c9b36553ddd554c4/record.json deleted file mode 100644 index 61c47c77628ed0a0ef9a62310f2fc8eea5e5f741..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10b3c9b36553ddd554c4/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "10b3c9b36553ddd554c4", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:38Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.0.h_upd", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/9349d06b59a008f2b2aebf0d6e5daed1358e222d874aff60f37264d5f882d614.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "9349d06b59a008f2b2aebf0d6e5daed1358e222d874aff60f37264d5f882d614", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10d537d6112dc99ffdd8/interpretations.jsonl b/records/sd1/paper/10d537d6112dc99ffdd8/interpretations.jsonl deleted file mode 100644 index 25773b83c5993bdb392a12d88398649f35f1c3dc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10d537d6112dc99ffdd8/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "10d537d6112dc99ffdd8"}, "kind": "caption", "value": "Flat cartoon-like woman with flipped bob, red lips and dark top on glowing white-cyan background", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:32:22Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0f5929175f18d69c"} -{"target": {"record": "10d537d6112dc99ffdd8"}, "kind": "change", "value": "The photo turns into a smooth, glowing, illustration-like portrait with a stylised flipped bob, bright red lips and a blown-out white-cyan background.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:32:22Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "493b18ec27816cbd"} -{"target": {"record": "10d537d6112dc99ffdd8"}, "kind": "keywords", "value": ["cartoon portrait", "flipped bob", "red lips", "retro illustration", "glowing background", "smooth shading"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:32:22Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c166514adb969af8"} -{"target": {"record": "10d537d6112dc99ffdd8"}, "kind": "effect_tags", "value": ["style_change", "bright", "poster", "symmetry", "colour_shift", "new_composition", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:32:22Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "d5745a256ba99b8a"} diff --git a/records/sd1/paper/10d537d6112dc99ffdd8/measurements.json b/records/sd1/paper/10d537d6112dc99ffdd8/measurements.json deleted file mode 100644 index 5dc00e8cdc250c6dd2d99c47fac028073b992f73..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10d537d6112dc99ffdd8/measurements.json +++ /dev/null @@ -1,44 +0,0 @@ -{ - "record": "10d537d6112dc99ffdd8", - "values": { - "cosine_distance": { - "value": 0.583927, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.574007, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.420565, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.300141, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 97.976, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00405, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "clipped", - "blob" - ] - }, - "mae_vs_baseline": { - "value": 88.065, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10d537d6112dc99ffdd8/output.webp b/records/sd1/paper/10d537d6112dc99ffdd8/output.webp deleted file mode 100644 index ae6699f255bde94883d8f1dfed6b955ed507e386..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10d537d6112dc99ffdd8/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:cc3b67093e8103d6e18e4f1fdd486f23fe9a5ad807d5503e343e042a657e0ff3 -size 12422 diff --git a/records/sd1/paper/10d537d6112dc99ffdd8/record.json b/records/sd1/paper/10d537d6112dc99ffdd8/record.json deleted file mode 100644 index 29ac4b8efcc76d3bd416c47df1eb63174edd9e97..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10d537d6112dc99ffdd8/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "10d537d6112dc99ffdd8", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:54Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.0.emb_layers.0", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/ac5e53e02bf37c6c20cc2997f78a52ab9b75a67fd40b7446fda34b43f0e7cc03.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "ac5e53e02bf37c6c20cc2997f78a52ab9b75a67fd40b7446fda34b43f0e7cc03", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10e1fcd845bfb18e4a5e/measurements.json b/records/sd1/paper/10e1fcd845bfb18e4a5e/measurements.json deleted file mode 100644 index 230b52da59f02aa22dc62dff76d1107135cb091f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10e1fcd845bfb18e4a5e/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "10e1fcd845bfb18e4a5e", - "values": { - "cosine_distance": { - "value": 0.127682, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.139238, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.050408, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.075585, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.335, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00546, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 15.907, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10e1fcd845bfb18e4a5e/output.webp b/records/sd1/paper/10e1fcd845bfb18e4a5e/output.webp deleted file mode 100644 index 4ddadee541201b60690885a6311e0b25110cf37a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10e1fcd845bfb18e4a5e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:84a057957d28d372fd6eafa1c4bbf449cee660185298087b2398e9fe7a8a6d3d -size 28686 diff --git a/records/sd1/paper/10e1fcd845bfb18e4a5e/record.json b/records/sd1/paper/10e1fcd845bfb18e4a5e/record.json deleted file mode 100644 index bf77082144e721b2b5a04d5b52052430b3bd0e03..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10e1fcd845bfb18e4a5e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "10e1fcd845bfb18e4a5e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:35Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.0.out_layers.0", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/df6d6889ac65714fda92de25ca41faa571b29bf43b7c87ee55849ee3d634edf9.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "df6d6889ac65714fda92de25ca41faa571b29bf43b7c87ee55849ee3d634edf9", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10f29d368632e5d526c8/measurements.json b/records/sd1/paper/10f29d368632e5d526c8/measurements.json deleted file mode 100644 index e6a86635e3c17cad8fc985a3759e3da724a2cbed..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10f29d368632e5d526c8/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "10f29d368632e5d526c8", - "values": { - "cosine_distance": { - "value": 0.797802, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.726022, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.899271, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.53121, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 100.408, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.03158, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 94.76, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/10f29d368632e5d526c8/output.webp b/records/sd1/paper/10f29d368632e5d526c8/output.webp deleted file mode 100644 index e78260e8744ef2a29f7813274d2c74243528ec17..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10f29d368632e5d526c8/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:62c97a4980931de4dd1db9ed5912c6d0ca5707795c98e9f8f3116a8530807625 -size 83092 diff --git a/records/sd1/paper/10f29d368632e5d526c8/record.json b/records/sd1/paper/10f29d368632e5d526c8/record.json deleted file mode 100644 index eebfbd23630298eebdffa4f00ff5cd0993e7d894..0000000000000000000000000000000000000000 --- a/records/sd1/paper/10f29d368632e5d526c8/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "10f29d368632e5d526c8", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:03Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.0.out_layers.2", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "Dropout", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/6b677acd3bf7128745104ab6cbba1bccce23527c48d49e3662ea0dc308307bd3.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "6b677acd3bf7128745104ab6cbba1bccce23527c48d49e3662ea0dc308307bd3", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11055fa3f0bdfabae607/measurements.json b/records/sd1/paper/11055fa3f0bdfabae607/measurements.json deleted file mode 100644 index 23b5086c5f687cf608a823b725bc4f6df2eaf379..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11055fa3f0bdfabae607/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "11055fa3f0bdfabae607", - "values": { - "cosine_distance": { - "value": 0.269968, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.298522, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.194828, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.145058, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 69.598, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00463, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 27.463, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11055fa3f0bdfabae607/output.webp b/records/sd1/paper/11055fa3f0bdfabae607/output.webp deleted file mode 100644 index 0ec888ac1f973653a415899bb03eeadf0f1e07c0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11055fa3f0bdfabae607/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0e951faabf37b1a46df0f58c00174487a2f050e1a46dd92f114cfb99d4324485 -size 33516 diff --git a/records/sd1/paper/11055fa3f0bdfabae607/record.json b/records/sd1/paper/11055fa3f0bdfabae607/record.json deleted file mode 100644 index 9926eda45cdd6d2af2fbd5f32076c77363d4449e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11055fa3f0bdfabae607/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "11055fa3f0bdfabae607", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:10Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.1.transformer_blocks.0.norm3", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.lo", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/9907ebeb1409735f8a6edfd9b575cac055ec1aa24d20c6827f07a2e21f7dccff.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "9907ebeb1409735f8a6edfd9b575cac055ec1aa24d20c6827f07a2e21f7dccff", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/111217034da24cd01d6b/measurements.json b/records/sd1/paper/111217034da24cd01d6b/measurements.json deleted file mode 100644 index 45e97fb79e6347ce915974f7bcd68fb6c72dde01..0000000000000000000000000000000000000000 --- a/records/sd1/paper/111217034da24cd01d6b/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "111217034da24cd01d6b", - "values": { - "cosine_distance": { - "value": 0.001325, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.001714, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.001344, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.001802, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.385, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00641, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.043, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/111217034da24cd01d6b/output.webp b/records/sd1/paper/111217034da24cd01d6b/output.webp deleted file mode 100644 index 16c46234b366d779b0972781ff9ec728eeb7133a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/111217034da24cd01d6b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1b74a8dcf3fcf66ca0d864663c5d7eef1b533177d0f08c7d80dac76adfe636c4 -size 28798 diff --git a/records/sd1/paper/111217034da24cd01d6b/record.json b/records/sd1/paper/111217034da24cd01d6b/record.json deleted file mode 100644 index 9932d6dc6a95acd0761e56800f74c47caf437afc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/111217034da24cd01d6b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "111217034da24cd01d6b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:41Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.proj_out", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.mid", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/bff5e311408e1d118b7638b12ca81933e9da51968c630badf0d9af311c00c9db.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "bff5e311408e1d118b7638b12ca81933e9da51968c630badf0d9af311c00c9db", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11178b6eab48343d8015/interpretations.jsonl b/records/sd1/paper/11178b6eab48343d8015/interpretations.jsonl deleted file mode 100644 index 68a6e42341f4ff4bb1dd08f9780cdbd9f61e43b6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11178b6eab48343d8015/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "11178b6eab48343d8015"}, "kind": "caption", "value": "Vintage portrait of an androgynous young person with a centre-parted, swept-back bob", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:50:47Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "d9d5dedd0099c02d"} -{"target": {"record": "11178b6eab48343d8015"}, "kind": "change", "value": "The face becomes longer and more masculine and the hair is swept back, while the setting and palette stay much the same.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:50:47Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "31497efb815669bf"} -{"target": {"record": "11178b6eab48343d8015"}, "kind": "keywords", "value": ["androgynous", "face change", "swept hair", "portrait"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:50:47Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a1ac55dd103deecc"} -{"target": {"record": "11178b6eab48343d8015"}, "kind": "effect_tags", "value": ["subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:50:47Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "61ba72c07df77813"} diff --git a/records/sd1/paper/11178b6eab48343d8015/measurements.json b/records/sd1/paper/11178b6eab48343d8015/measurements.json deleted file mode 100644 index a1d9c99e230777cf0f9659ff449012628c68a3b8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11178b6eab48343d8015/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "11178b6eab48343d8015", - "values": { - "cosine_distance": { - "value": 0.115558, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.133826, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.078427, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.128896, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.004, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00486, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 16.827, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11178b6eab48343d8015/output.webp b/records/sd1/paper/11178b6eab48343d8015/output.webp deleted file mode 100644 index 9b0a615bdc8e30c08d9d212c3bb5e41a4466ee53..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11178b6eab48343d8015/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:471b9a5d8d0d4f38fe0374ac172870f56624de3192c6394c14a5610ae98db6d8 -size 26016 diff --git a/records/sd1/paper/11178b6eab48343d8015/record.json b/records/sd1/paper/11178b6eab48343d8015/record.json deleted file mode 100644 index 19a1c7a2c623307fcb8514ab9373858fe8335c52..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11178b6eab48343d8015/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "11178b6eab48343d8015", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:59Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.0.skip_connection", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "mid", - "kind": "skip", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/cda6810fb31e80f5e206ccf20285cf18645e43cce614f8e76d095fd55ee41fea.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "cda6810fb31e80f5e206ccf20285cf18645e43cce614f8e76d095fd55ee41fea", - "type_path": "UNetModel.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/114386c3adef1e4a7777/interpretations.jsonl b/records/sd1/paper/114386c3adef1e4a7777/interpretations.jsonl deleted file mode 100644 index bd1341ff5138c6417c08146fd348a02849b5aece..0000000000000000000000000000000000000000 --- a/records/sd1/paper/114386c3adef1e4a7777/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "114386c3adef1e4a7777"}, "kind": "caption", "value": "Young man with swept-back light brown hair in dark shirt, muted grey-green background", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:57:14Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "e27fa4c57bb0ee4c"} -{"target": {"record": "114386c3adef1e4a7777"}, "kind": "change", "value": "The woman becomes a young man with swept-back hair turned slightly sideways, and the warm cream backdrop cools to a muted grey-green.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:57:14Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "7eff7d41dac1e638"} -{"target": {"record": "114386c3adef1e4a7777"}, "kind": "keywords", "value": ["gender swap", "young man portrait", "cooler palette", "identity change", "muted backdrop"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:57:14Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "dc25ae3a0e32df89"} -{"target": {"record": "114386c3adef1e4a7777"}, "kind": "effect_tags", "value": ["colour_shift", "subject_kept", "desaturated"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:57:14Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1b89b6e1d409b014"} diff --git a/records/sd1/paper/114386c3adef1e4a7777/measurements.json b/records/sd1/paper/114386c3adef1e4a7777/measurements.json deleted file mode 100644 index 14854cd4c7fe44ef8c4f7cd22b678038c1022381..0000000000000000000000000000000000000000 --- a/records/sd1/paper/114386c3adef1e4a7777/measurements.json +++ /dev/null @@ -1,22 +0,0 @@ -{ - "record": "114386c3adef1e4a7777", - "values": { - "std": { - "value": 34.038, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00576, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 36.26, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/114386c3adef1e4a7777/output.webp b/records/sd1/paper/114386c3adef1e4a7777/output.webp deleted file mode 100644 index 6b8f24f2a461ae26e786955a5d304645b00903f6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/114386c3adef1e4a7777/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:926a6763aff7ef3c5f1dde0817902fe7e17674de9d79e07a98ed02094bb66bc2 -size 10914 diff --git a/records/sd1/paper/114386c3adef1e4a7777/record.json b/records/sd1/paper/114386c3adef1e4a7777/record.json deleted file mode 100644 index 8ec9f3c5cb08db64297dca1e97b71e5b835430ff..0000000000000000000000000000000000000000 --- a/records/sd1/paper/114386c3adef1e4a7777/record.json +++ /dev/null @@ -1,67 +0,0 @@ -{ - "id": "114386c3adef1e4a7777", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:21:27Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "seed": 42, - "steps": 20, - "cfg": 7.0, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "prompt": "Analog style portrait of a person", - "width": 512, - "height": 512, - "route": "txt2img", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 0.0 - }, - "group": "out.lo", - "kind": "norm", - "start": 0.0, - "end": 0.25, - "window": "early", - "bucket": "zero", - "steps_min": 0, - "steps_max": 4, - "module_type": "LayerNorm", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "d5c46eaa4b33a3b46e48" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "0--5.png", - "figure": "Fig. 18", - "window": "steps 0-5 of 20", - "bend_from": "paper §4.4 (the PNG names the web UI selection only)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/114416c773f3f8a86939/measurements.json b/records/sd1/paper/114416c773f3f8a86939/measurements.json deleted file mode 100644 index 3d572319763447997368a53da6a629b49058af55..0000000000000000000000000000000000000000 --- a/records/sd1/paper/114416c773f3f8a86939/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "114416c773f3f8a86939", - "values": { - "cosine_distance": { - "value": 0.122774, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.12272, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.069904, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.09345, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.0, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00544, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 15.138, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/114416c773f3f8a86939/output.webp b/records/sd1/paper/114416c773f3f8a86939/output.webp deleted file mode 100644 index 7b3a394deadcf8391b939b195fdd0be9205c084c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/114416c773f3f8a86939/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:cd63f0c2ab23b567a260a555f5164d45760b9e9910f6f4854c53ef0d78e5fdaa -size 30380 diff --git a/records/sd1/paper/114416c773f3f8a86939/record.json b/records/sd1/paper/114416c773f3f8a86939/record.json deleted file mode 100644 index ad434b9da470593f19bc916f6f239eff41d1e1e4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/114416c773f3f8a86939/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "114416c773f3f8a86939", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:57Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.0.in_layers.1", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/feb7381510fbde738af30b9400280965659211cfb9add6425f2ac8c3b5ad958f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "feb7381510fbde738af30b9400280965659211cfb9add6425f2ac8c3b5ad958f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11480d8f886d315cb1fd/measurements.json b/records/sd1/paper/11480d8f886d315cb1fd/measurements.json deleted file mode 100644 index 8177b15f746101035076c85ccb66ba5d5cc546c2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11480d8f886d315cb1fd/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "11480d8f886d315cb1fd", - "values": { - "cosine_distance": { - "value": 0.145331, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.24171, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.220887, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.135827, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.541, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00382, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 15.464, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11480d8f886d315cb1fd/output.webp b/records/sd1/paper/11480d8f886d315cb1fd/output.webp deleted file mode 100644 index cc3703dcdfc574c548473630d706946368aceebd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11480d8f886d315cb1fd/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:33972f0fe97e61c075e73db3ab4189c0cdaedf63cf94ce18dcfa77c3b06239fd -size 16842 diff --git a/records/sd1/paper/11480d8f886d315cb1fd/record.json b/records/sd1/paper/11480d8f886d315cb1fd/record.json deleted file mode 100644 index 7fc97750c4a17e83b88d8a68dc4360bda60905ec..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11480d8f886d315cb1fd/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "11480d8f886d315cb1fd", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:42Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.11.1.proj_out", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.hi", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/bdf071362bb1930a23eee7fcfd900df174298896ab0c3e529232aaa27749afb6.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "bdf071362bb1930a23eee7fcfd900df174298896ab0c3e529232aaa27749afb6", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/114fbfd59cb9f2440c5b/measurements.json b/records/sd1/paper/114fbfd59cb9f2440c5b/measurements.json deleted file mode 100644 index 1055a4418973c0a7396115e9deb1e4071ee19c8a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/114fbfd59cb9f2440c5b/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "114fbfd59cb9f2440c5b", - "values": { - "cosine_distance": { - "value": 0.380866, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.343335, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.320687, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.24896, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.537, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0052, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 41.943, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/114fbfd59cb9f2440c5b/output.webp b/records/sd1/paper/114fbfd59cb9f2440c5b/output.webp deleted file mode 100644 index c063d210fbcbe0b728b45e097afd1ee43faf14f9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/114fbfd59cb9f2440c5b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c435db76fda8ff96ae56f0bfb4fcec31f44d42e79ea04d36f70fa70abce5112b -size 28382 diff --git a/records/sd1/paper/114fbfd59cb9f2440c5b/record.json b/records/sd1/paper/114fbfd59cb9f2440c5b/record.json deleted file mode 100644 index fedfd87b9499a3a5840bf705435f8215a41f8a75..0000000000000000000000000000000000000000 --- a/records/sd1/paper/114fbfd59cb9f2440c5b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "114fbfd59cb9f2440c5b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:47Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.1.transformer_blocks.0.norm2", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.mid", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/9f6705b8f903c46b7581b96b1e61d28d0b90da231d9a25d3be66ec93954d24e7.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "9f6705b8f903c46b7581b96b1e61d28d0b90da231d9a25d3be66ec93954d24e7", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/115a10e637720e667658/measurements.json b/records/sd1/paper/115a10e637720e667658/measurements.json deleted file mode 100644 index 67baff31beff1b823c1c14253b7ec3a7faccd8fe..0000000000000000000000000000000000000000 --- a/records/sd1/paper/115a10e637720e667658/measurements.json +++ /dev/null @@ -1,39 +0,0 @@ -{ - "record": "115a10e637720e667658", - "values": { - "std": { - "value": 76.751, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00058, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 22.432, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.258467, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.070174, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.01812, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/115a10e637720e667658/output.webp b/records/sd1/paper/115a10e637720e667658/output.webp deleted file mode 100644 index 5accdd8965db48feb697bebe47678133478c27f5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/115a10e637720e667658/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6d43cb75966fbb7044f2dfa30aa7f96282e7ee6f84c83eb042bf9cb413544b3c -size 12402 diff --git a/records/sd1/paper/115a10e637720e667658/record.json b/records/sd1/paper/115a10e637720e667658/record.json deleted file mode 100644 index b6b98cb77060a2e04a220672f2262891292fcd5a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/115a10e637720e667658/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "115a10e637720e667658", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:52:36Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "A red apple on a white background", - "prompt_key": "c1147b988a48760e" - }, - "bends": [ - { - "path": "input_blocks.2.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.hi", - "kind": "skip", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "Identity", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "e9692560512fc152db9d" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_3_1_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/115df8b8071e2058b13d/measurements.json b/records/sd1/paper/115df8b8071e2058b13d/measurements.json deleted file mode 100644 index bf1bf21d8af2947ff8b7b7a3f38386ee47af2051..0000000000000000000000000000000000000000 --- a/records/sd1/paper/115df8b8071e2058b13d/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "115df8b8071e2058b13d", - "values": { - "cosine_distance": { - "value": 0.88852, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.783534, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.919367, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.557247, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 100.277, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.02827, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 100.735, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/115df8b8071e2058b13d/output.webp b/records/sd1/paper/115df8b8071e2058b13d/output.webp deleted file mode 100644 index 95494fecd4e560d5c0837af446f2a11f140d5883..0000000000000000000000000000000000000000 --- a/records/sd1/paper/115df8b8071e2058b13d/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:ee52c6f11dd94b52b3c748607eb8f8f44f71d4b90c6c5707077a092b69619397 -size 86394 diff --git a/records/sd1/paper/115df8b8071e2058b13d/record.json b/records/sd1/paper/115df8b8071e2058b13d/record.json deleted file mode 100644 index 87e7482bd1d3bb53bf57e821caf8a32f31a63935..0000000000000000000000000000000000000000 --- a/records/sd1/paper/115df8b8071e2058b13d/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "115df8b8071e2058b13d", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:38Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.0.out_layers.1", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/a1c9127b80d9fd420782ab27735286449fcb25ef24a973a99b3662a38857f28a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "a1c9127b80d9fd420782ab27735286449fcb25ef24a973a99b3662a38857f28a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1177e495971612f0899a/measurements.json b/records/sd1/paper/1177e495971612f0899a/measurements.json deleted file mode 100644 index 299a029baa072da6d66536e24ba418b743b76d9e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1177e495971612f0899a/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1177e495971612f0899a", - "values": { - "cosine_distance": { - "value": 0.194734, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.324057, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.445548, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.299664, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 45.13, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00562, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 26.281, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1177e495971612f0899a/output.webp b/records/sd1/paper/1177e495971612f0899a/output.webp deleted file mode 100644 index ffb5cc3d24a4fd7d2068bd88904856a1ff5e984c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1177e495971612f0899a/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:8ff723da3f62a1fa07be1f9f9c701da35ea6d5b63338d6e384ba584a1153d459 -size 29390 diff --git a/records/sd1/paper/1177e495971612f0899a/record.json b/records/sd1/paper/1177e495971612f0899a/record.json deleted file mode 100644 index ef6c38edb80607b6e96341699407d80f3220ea51..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1177e495971612f0899a/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1177e495971612f0899a", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:04Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.0.in_layers.1", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/55ce0ae72fcc44d0a275b52ba3b25513c7af0f89f5a1e04880aa8e994207bddc.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "55ce0ae72fcc44d0a275b52ba3b25513c7af0f89f5a1e04880aa8e994207bddc", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/117a96a6a2d0800a4f5e/measurements.json b/records/sd1/paper/117a96a6a2d0800a4f5e/measurements.json deleted file mode 100644 index d7b7ed20eea66c55008c6979f6ea33c73b1d68fc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/117a96a6a2d0800a4f5e/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "117a96a6a2d0800a4f5e", - "values": { - "std": { - "value": 94.732, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00768, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 8.08, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.047876, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.027478, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.067948, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/117a96a6a2d0800a4f5e/output.webp b/records/sd1/paper/117a96a6a2d0800a4f5e/output.webp deleted file mode 100644 index 82e07f3757ed39dbe2291342a54c4b4f34730880..0000000000000000000000000000000000000000 --- a/records/sd1/paper/117a96a6a2d0800a4f5e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:bb3e410aa34cf1a84f1144421e27baf987281e1a60f59c5a983408f7ba9b1217 -size 24374 diff --git a/records/sd1/paper/117a96a6a2d0800a4f5e/record.json b/records/sd1/paper/117a96a6a2d0800a4f5e/record.json deleted file mode 100644 index 792d65f5b9c3fb1b6699f8d8182b77e53832322e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/117a96a6a2d0800a4f5e/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "117a96a6a2d0800a4f5e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:23Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 789, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.attn2.to_out.0", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "mid", - "kind": "cross_attn", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "Linear", - "container": "CrossAttention" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "9ab58e1a0f0fbdbe1b94" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_9_4_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1184af36694eb0947af6/measurements.json b/records/sd1/paper/1184af36694eb0947af6/measurements.json deleted file mode 100644 index 78a6948cd693986555ee4e7500f546f9327f11a9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1184af36694eb0947af6/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1184af36694eb0947af6", - "values": { - "cosine_distance": { - "value": 0.044902, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.032763, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.025187, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.061191, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.002, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00608, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 6.477, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1184af36694eb0947af6/output.webp b/records/sd1/paper/1184af36694eb0947af6/output.webp deleted file mode 100644 index be9da612978e2f73333431cddfdbf781781b3e79..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1184af36694eb0947af6/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:84550a24a05e68b7f6c40b71cfe1fb77d8c71aa7d6ab0cfe0330780a9d65dd57 -size 26266 diff --git a/records/sd1/paper/1184af36694eb0947af6/record.json b/records/sd1/paper/1184af36694eb0947af6/record.json deleted file mode 100644 index bc5a487f54327e969c0b220227b0c83a5ef085f2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1184af36694eb0947af6/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1184af36694eb0947af6", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:26Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.transformer_blocks.0.attn2.to_k", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "in.hi", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/1192af657059a87fc7624b77f7ef548f72f1ecefdc554b2836b686ac23e6af35.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "1192af657059a87fc7624b77f7ef548f72f1ecefdc554b2836b686ac23e6af35", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1191426162d752890ed0/measurements.json b/records/sd1/paper/1191426162d752890ed0/measurements.json deleted file mode 100644 index ea7818aaa4d475548d75470b38978f475d643dfd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1191426162d752890ed0/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1191426162d752890ed0", - "values": { - "cosine_distance": { - "value": 0.028181, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.025385, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.025039, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.046701, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.169, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00591, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 5.934, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1191426162d752890ed0/output.webp b/records/sd1/paper/1191426162d752890ed0/output.webp deleted file mode 100644 index 8f6fc81d2b7062af2520625121cf0146fefbc4d9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1191426162d752890ed0/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1bdd8726ea9e38b1962118036692259e6ca7a9e1ea7f5d6948552a4640026750 -size 26170 diff --git a/records/sd1/paper/1191426162d752890ed0/record.json b/records/sd1/paper/1191426162d752890ed0/record.json deleted file mode 100644 index e3f2693080254b06d0c2c33e8c133119aa4c2b7e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1191426162d752890ed0/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1191426162d752890ed0", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:12Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.0.in_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/36801b075cb2c8ac3436fb07fa2575a6932b5380fbd2a0d57d7d14b34be4bab3.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "36801b075cb2c8ac3436fb07fa2575a6932b5380fbd2a0d57d7d14b34be4bab3", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11a0f23a4428ff53e9d4/measurements.json b/records/sd1/paper/11a0f23a4428ff53e9d4/measurements.json deleted file mode 100644 index 023d0e956bc0570fdb110eb757619f9dc07e28ec..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11a0f23a4428ff53e9d4/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "11a0f23a4428ff53e9d4", - "values": { - "cosine_distance": { - "value": 0.456252, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.492531, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.309365, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.175169, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 56.127, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00504, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 48.668, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11a0f23a4428ff53e9d4/output.webp b/records/sd1/paper/11a0f23a4428ff53e9d4/output.webp deleted file mode 100644 index 18dfca67491ee4a3dbdc4d7bef9ffd0fdce6c018..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11a0f23a4428ff53e9d4/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1c1162ed759ef65cf28cf204d6fdf21a476795c1dd1e18892f982e2353837dea -size 39224 diff --git a/records/sd1/paper/11a0f23a4428ff53e9d4/record.json b/records/sd1/paper/11a0f23a4428ff53e9d4/record.json deleted file mode 100644 index 633c3f8a27efad252321ebd2d67cf4758a44ae82..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11a0f23a4428ff53e9d4/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "11a0f23a4428ff53e9d4", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:36Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.1.transformer_blocks.0.attn1.to_v", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.lo", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/e7da359c3a81eb2bbebdb63b61f2b341f7f4508abe75ba0fe65bfe714ecec2ac.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e7da359c3a81eb2bbebdb63b61f2b341f7f4508abe75ba0fe65bfe714ecec2ac", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11a31eaa3a5f521ff2ce/measurements.json b/records/sd1/paper/11a31eaa3a5f521ff2ce/measurements.json deleted file mode 100644 index 4af4fcb289d169bf3defa22566ece9a134b5de42..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11a31eaa3a5f521ff2ce/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "11a31eaa3a5f521ff2ce", - "values": { - "cosine_distance": { - "value": 0.108071, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.103912, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.05408, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.06305, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 58.689, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00502, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 15.407, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11a31eaa3a5f521ff2ce/output.webp b/records/sd1/paper/11a31eaa3a5f521ff2ce/output.webp deleted file mode 100644 index d051070ff08bf32a309d808a6178201d40686ff5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11a31eaa3a5f521ff2ce/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:bbf3661238db65f7a8c1a5bf33ba236690319199b38a0d1ab3fb11d040601bda -size 24438 diff --git a/records/sd1/paper/11a31eaa3a5f521ff2ce/record.json b/records/sd1/paper/11a31eaa3a5f521ff2ce/record.json deleted file mode 100644 index 6b4ad54727933bf107dbb7e8501a1a35d50eada0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11a31eaa3a5f521ff2ce/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "11a31eaa3a5f521ff2ce", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:33Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.transformer_blocks.0.attn1.to_out.1", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.mid", - "kind": "self_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/e19f09bc72181e31b80619da3c149cf47ff06a53e01bb59b4363712cd9349af1.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e19f09bc72181e31b80619da3c149cf47ff06a53e01bb59b4363712cd9349af1", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11a59096ec5c92025de5/measurements.json b/records/sd1/paper/11a59096ec5c92025de5/measurements.json deleted file mode 100644 index 85a09e79a671b0d254118a9c6eaeae81e380b467..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11a59096ec5c92025de5/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "11a59096ec5c92025de5", - "values": { - "cosine_distance": { - "value": 0.047929, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.055508, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.044267, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.055919, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.728, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00389, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 8.552, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11a59096ec5c92025de5/output.webp b/records/sd1/paper/11a59096ec5c92025de5/output.webp deleted file mode 100644 index a9fbb29e566e7c0cbf87bac26cabd0b8e0136bd7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11a59096ec5c92025de5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:53df4643e37c713bbd0ed22c3f6340512acb6646a93830de738470e3ec57061b -size 25696 diff --git a/records/sd1/paper/11a59096ec5c92025de5/record.json b/records/sd1/paper/11a59096ec5c92025de5/record.json deleted file mode 100644 index d22ffcc29689493a5fafc9ca86481cfa12a1baf3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11a59096ec5c92025de5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "11a59096ec5c92025de5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:00Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.1.proj_in", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.hi", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/a61f9972713e5db5416cf973117a90998155b844d9db7104bff8a9aa40abb9de.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "a61f9972713e5db5416cf973117a90998155b844d9db7104bff8a9aa40abb9de", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11b73d85dfb11590057a/measurements.json b/records/sd1/paper/11b73d85dfb11590057a/measurements.json deleted file mode 100644 index ec930564cb1db021624306905511e19175c67944..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11b73d85dfb11590057a/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "11b73d85dfb11590057a", - "values": { - "cosine_distance": { - "value": 0.004789, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.004914, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.002643, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.002474, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.302, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0065, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.95, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11b73d85dfb11590057a/output.webp b/records/sd1/paper/11b73d85dfb11590057a/output.webp deleted file mode 100644 index 83d664e4f7fcaff4a12a419f9bbc0971a9cc6cef..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11b73d85dfb11590057a/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4632bc8a3ecdd0d68f6b9d229a74397a5e721412e67d61e0268446d797f5c64c -size 27880 diff --git a/records/sd1/paper/11b73d85dfb11590057a/record.json b/records/sd1/paper/11b73d85dfb11590057a/record.json deleted file mode 100644 index d60b810da13068287f69b5e68ac36122ae3a61ba..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11b73d85dfb11590057a/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "11b73d85dfb11590057a", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:26Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.1.0.out_layers.3", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/cc062021d298a2d9d761893f1c6ba19885fecc1d6721ea857ecfa204736cc011.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "cc062021d298a2d9d761893f1c6ba19885fecc1d6721ea857ecfa204736cc011", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11be54f3daba1b60121f/measurements.json b/records/sd1/paper/11be54f3daba1b60121f/measurements.json deleted file mode 100644 index 5ca9912ad5520ae75c3e893c8a01024291f3d95f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11be54f3daba1b60121f/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "11be54f3daba1b60121f", - "values": { - "cosine_distance": { - "value": 0.00561, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.007083, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.005677, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.004221, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.409, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00656, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.139, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11be54f3daba1b60121f/output.webp b/records/sd1/paper/11be54f3daba1b60121f/output.webp deleted file mode 100644 index 2c93a288ffc32998ad5cf1acf4535f276752c667..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11be54f3daba1b60121f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:29f8d75d42f0cc10cd14b0a0fb68383fa28dac03ec847f583b116415a6d22ff7 -size 28258 diff --git a/records/sd1/paper/11be54f3daba1b60121f/record.json b/records/sd1/paper/11be54f3daba1b60121f/record.json deleted file mode 100644 index 53adda195272bfe5ab8beeccb7cbecbe6fea603e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11be54f3daba1b60121f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "11be54f3daba1b60121f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:43Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.attn1.to_q", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.lo", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/b3485fcb12f14553bc22a3589bae1dfdfbc6ee902e9a44bdfdfd645cc7134db4.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b3485fcb12f14553bc22a3589bae1dfdfbc6ee902e9a44bdfdfd645cc7134db4", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11c37ce02fdbc96d9801/measurements.json b/records/sd1/paper/11c37ce02fdbc96d9801/measurements.json deleted file mode 100644 index fe273c17509eb03cd1ec6330c7448de6bf867999..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11c37ce02fdbc96d9801/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "11c37ce02fdbc96d9801", - "values": { - "cosine_distance": { - "value": 0.107458, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.084496, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.054266, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.093953, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 76.174, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00671, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 16.902, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11c37ce02fdbc96d9801/output.webp b/records/sd1/paper/11c37ce02fdbc96d9801/output.webp deleted file mode 100644 index c67dd653bb36908d369f5fdc43566dbe44fdb05e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11c37ce02fdbc96d9801/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3648aedc635b7d50018c053496dec57bcc1e12b3b566376b46e1ecd3e8295dbf -size 28806 diff --git a/records/sd1/paper/11c37ce02fdbc96d9801/record.json b/records/sd1/paper/11c37ce02fdbc96d9801/record.json deleted file mode 100644 index 62d379166f1ce8b2a69257412d5f138ace3b7c49..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11c37ce02fdbc96d9801/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "11c37ce02fdbc96d9801", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:05Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.mid", - "kind": "skip", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/a9b78324c3d8b5d8f181f1bcf4b3ec4c7e130b3d9d5a05160c50a8bd2284a234.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "a9b78324c3d8b5d8f181f1bcf4b3ec4c7e130b3d9d5a05160c50a8bd2284a234", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11f19605b4f73ce4d26f/measurements.json b/records/sd1/paper/11f19605b4f73ce4d26f/measurements.json deleted file mode 100644 index 29c0eb993d8b22831c1d3d2ea9a950df72d89fb9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11f19605b4f73ce4d26f/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "11f19605b4f73ce4d26f", - "values": { - "cosine_distance": { - "value": 0.307064, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.236917, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.226792, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.245942, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 53.51, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00816, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 45.962, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11f19605b4f73ce4d26f/output.webp b/records/sd1/paper/11f19605b4f73ce4d26f/output.webp deleted file mode 100644 index 60b58ed0c6253099e664d6d245da5fec6684575d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11f19605b4f73ce4d26f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:786fcf98bc4bbdaf0af4b00013dbec4cf4accfaa99925564a92f8ee6c4a5ba74 -size 30950 diff --git a/records/sd1/paper/11f19605b4f73ce4d26f/record.json b/records/sd1/paper/11f19605b4f73ce4d26f/record.json deleted file mode 100644 index a9a01ed887c68a40675cbd0255c518c3acf7c02c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11f19605b4f73ce4d26f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "11f19605b4f73ce4d26f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:47Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.1.transformer_blocks.0.attn2.to_v", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/f34da5d8751d08eaeac4be4ff882be61dee538d4e772d0ca420142c6267d69ee.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "f34da5d8751d08eaeac4be4ff882be61dee538d4e772d0ca420142c6267d69ee", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11f1efdd6ea40d703a94/measurements.json b/records/sd1/paper/11f1efdd6ea40d703a94/measurements.json deleted file mode 100644 index 0f21e8a0b992e0eef390346f27813efed5acb62e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11f1efdd6ea40d703a94/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "11f1efdd6ea40d703a94", - "values": { - "cosine_distance": { - "value": 0.064175, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.079077, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.055265, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.074501, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.924, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00672, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 9.182, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/11f1efdd6ea40d703a94/output.webp b/records/sd1/paper/11f1efdd6ea40d703a94/output.webp deleted file mode 100644 index c8a14f696b7bf8cef5eef71d327b3db6d8b5f297..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11f1efdd6ea40d703a94/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:8019ab4300dcb64eb8c8743fdab7539011d8e1822e3e3e3e520f2354456e4ca7 -size 30596 diff --git a/records/sd1/paper/11f1efdd6ea40d703a94/record.json b/records/sd1/paper/11f1efdd6ea40d703a94/record.json deleted file mode 100644 index 40298197f47b4d1062cbf66fad7751c6b80b686c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/11f1efdd6ea40d703a94/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "11f1efdd6ea40d703a94", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:49:41Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.11.1.proj_out", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.hi", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/f8c2ba737d8a6d0aaf8e5257377321e80821275907ba8345853556d6ff8e74e5.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "f8c2ba737d8a6d0aaf8e5257377321e80821275907ba8345853556d6ff8e74e5", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12169abbbae15fe1a0d5/interpretations.jsonl b/records/sd1/paper/12169abbbae15fe1a0d5/interpretations.jsonl deleted file mode 100644 index dfb6d560d53b7d4041b83d4f1762a78af32389ba..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12169abbbae15fe1a0d5/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "12169abbbae15fe1a0d5"}, "kind": "caption", "value": "Frontal portrait of a young woman with long dark hair against a sage green wall", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:39:29Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1536f7956618b2c1"} -{"target": {"record": "12169abbbae15fe1a0d5"}, "kind": "change", "value": "The pose turns fully frontal, hair grows long, and the vintage border gives way to a flat sage-green background with warmer, more natural modern photo colour.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:39:29Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "3c5d253c11b2c8cb"} -{"target": {"record": "12169abbbae15fe1a0d5"}, "kind": "keywords", "value": ["frontal portrait", "long hair", "green background", "modern photo"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:39:29Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "5a35d81640dd22a0"} -{"target": {"record": "12169abbbae15fe1a0d5"}, "kind": "effect_tags", "value": ["new_composition", "colour_shift", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:39:29Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "f0d4d1a87b02280a"} diff --git a/records/sd1/paper/12169abbbae15fe1a0d5/measurements.json b/records/sd1/paper/12169abbbae15fe1a0d5/measurements.json deleted file mode 100644 index d22fbed92b1ccdae05b625a6a548781b600fe13f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12169abbbae15fe1a0d5/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "12169abbbae15fe1a0d5", - "values": { - "cosine_distance": { - "value": 0.333289, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.348254, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.263715, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.151839, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.009, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00282, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 37.919, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12169abbbae15fe1a0d5/output.webp b/records/sd1/paper/12169abbbae15fe1a0d5/output.webp deleted file mode 100644 index 58141716b6456fcbbe4c0300e6daea94964c0351..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12169abbbae15fe1a0d5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:8dcfa6ac9c5f318d58b80a2d62447ad127a5dabc60fc43b09feb6f0ffaf9161f -size 23450 diff --git a/records/sd1/paper/12169abbbae15fe1a0d5/record.json b/records/sd1/paper/12169abbbae15fe1a0d5/record.json deleted file mode 100644 index 5daf045c074d7827d2b5445e4cb806fa96ef73d5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12169abbbae15fe1a0d5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "12169abbbae15fe1a0d5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:10Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.11.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.lo", - "kind": "skip", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/b039c171d03859807a1cb2164a00bd1f8609ab56f56f227d22be28951c760048.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b039c171d03859807a1cb2164a00bd1f8609ab56f56f227d22be28951c760048", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/122537c09470fa0f20f0/measurements.json b/records/sd1/paper/122537c09470fa0f20f0/measurements.json deleted file mode 100644 index b8c885ca165afc9cb03f4dcf8f350bb193a20e30..0000000000000000000000000000000000000000 --- a/records/sd1/paper/122537c09470fa0f20f0/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "122537c09470fa0f20f0", - "values": { - "cosine_distance": { - "value": 0.161017, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.169675, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.086881, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.084997, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 57.827, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0046, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 21.734, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/122537c09470fa0f20f0/output.webp b/records/sd1/paper/122537c09470fa0f20f0/output.webp deleted file mode 100644 index bb6f112c72c3c05e6c606410e43d04a118e440b1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/122537c09470fa0f20f0/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:eee7e8d4ed1d89d77db47255a2b44c4280f903e512db5643d45ae2d711912e6d -size 24268 diff --git a/records/sd1/paper/122537c09470fa0f20f0/record.json b/records/sd1/paper/122537c09470fa0f20f0/record.json deleted file mode 100644 index b8a0824b2617ed2fa984a46c6f7897faa4acf75f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/122537c09470fa0f20f0/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "122537c09470fa0f20f0", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:51Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.0.out_layers.0", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.mid", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/67e788f0f2ba11083b05f02dcce333d29d05067265d368c5fe8e7ca7e3f238eb.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "67e788f0f2ba11083b05f02dcce333d29d05067265d368c5fe8e7ca7e3f238eb", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/124a2d52d7bb2e66dcae/interpretations.jsonl b/records/sd1/paper/124a2d52d7bb2e66dcae/interpretations.jsonl deleted file mode 100644 index 955693d571ac49165bdcbfb133c97bcdba86795b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/124a2d52d7bb2e66dcae/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "124a2d52d7bb2e66dcae"}, "kind": "caption", "value": "Grey studio portrait of young person with short swept hair, black shirt, vintage border", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:31:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "478f8433729b1112"} -{"target": {"record": "124a2d52d7bb2e66dcae"}, "kind": "change", "value": "Nearly identical, with the face turned slightly more androgynous and the hair swept back.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:31:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "93ed746def3294d6"} -{"target": {"record": "124a2d52d7bb2e66dcae"}, "kind": "keywords", "value": ["near identical", "studio portrait", "androgynous", "grey background"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:31:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1abbfd3078767b81"} -{"target": {"record": "124a2d52d7bb2e66dcae"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:31:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "9cd588b4be093056"} diff --git a/records/sd1/paper/124a2d52d7bb2e66dcae/measurements.json b/records/sd1/paper/124a2d52d7bb2e66dcae/measurements.json deleted file mode 100644 index 541ed6344ed0295b7047c52412977565c1fbee7e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/124a2d52d7bb2e66dcae/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "124a2d52d7bb2e66dcae", - "values": { - "cosine_distance": { - "value": 0.036401, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.034371, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.020278, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.053829, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.386, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00645, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 6.924, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/124a2d52d7bb2e66dcae/output.webp b/records/sd1/paper/124a2d52d7bb2e66dcae/output.webp deleted file mode 100644 index 2b7d38ee35a6dc534c032f3712e1722e4dfa0948..0000000000000000000000000000000000000000 --- a/records/sd1/paper/124a2d52d7bb2e66dcae/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1ec775c4ac8b6dd5b673f8d03271a45d5ba1161cd266350006e3904a48997185 -size 28210 diff --git a/records/sd1/paper/124a2d52d7bb2e66dcae/record.json b/records/sd1/paper/124a2d52d7bb2e66dcae/record.json deleted file mode 100644 index 4dda6c9238cb0b987a855ad946b6cb2a1fef5526..0000000000000000000000000000000000000000 --- a/records/sd1/paper/124a2d52d7bb2e66dcae/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "124a2d52d7bb2e66dcae", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:52Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.0.in_layers.2", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/81ab266b204d105988d575cdc042dfa1c2397d405423852efb73bfbff2778d92.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "81ab266b204d105988d575cdc042dfa1c2397d405423852efb73bfbff2778d92", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/125b8ca5f9965e5f70ce/measurements.json b/records/sd1/paper/125b8ca5f9965e5f70ce/measurements.json deleted file mode 100644 index ea58793d2e869fbfa063e7d62743b4eb0c8d09a5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/125b8ca5f9965e5f70ce/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "125b8ca5f9965e5f70ce", - "values": { - "cosine_distance": { - "value": 0.002793, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.003007, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.002425, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.001351, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.232, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00653, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.802, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/125b8ca5f9965e5f70ce/output.webp b/records/sd1/paper/125b8ca5f9965e5f70ce/output.webp deleted file mode 100644 index 6199ec7da938a7fef12dc941970225c785b45c67..0000000000000000000000000000000000000000 --- a/records/sd1/paper/125b8ca5f9965e5f70ce/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:843f2d646bd72b21652d4599c4eda487505a1bf053338f3e1d04841eeef98e48 -size 28510 diff --git a/records/sd1/paper/125b8ca5f9965e5f70ce/record.json b/records/sd1/paper/125b8ca5f9965e5f70ce/record.json deleted file mode 100644 index 83164ea98e12839ebf31a93aa443f750f5ffdfdc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/125b8ca5f9965e5f70ce/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "125b8ca5f9965e5f70ce", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:26Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.0.emb_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/109bfeda92c680767295721545ddc0ac5372ce475b6ccecfbb9efad8d9386410.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "109bfeda92c680767295721545ddc0ac5372ce475b6ccecfbb9efad8d9386410", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/125c51f9004841921f64/measurements.json b/records/sd1/paper/125c51f9004841921f64/measurements.json deleted file mode 100644 index f9d89e6b2b6bb647e7289d823c295e1fe17fb5bd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/125c51f9004841921f64/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "125c51f9004841921f64", - "values": { - "cosine_distance": { - "value": 0.250701, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.307475, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.478603, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.316004, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 80.891, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01317, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 40.473, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/125c51f9004841921f64/output.webp b/records/sd1/paper/125c51f9004841921f64/output.webp deleted file mode 100644 index 7efc8364384650920efdc5aed99851815a3faf7f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/125c51f9004841921f64/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:638de5a0511cce666b7225e036cc7eedc03139b382cc64fc923f8eb66d079cdb -size 47348 diff --git a/records/sd1/paper/125c51f9004841921f64/record.json b/records/sd1/paper/125c51f9004841921f64/record.json deleted file mode 100644 index 4d84b38c7b0077efb16924e879699a34223a59aa..0000000000000000000000000000000000000000 --- a/records/sd1/paper/125c51f9004841921f64/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "125c51f9004841921f64", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:36Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.transformer_blocks.0.ff.net.0.proj", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.mid", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/7ce5b7ea4443a913e002b65203b2f3717dda8841106e07d596e60146b3bffafc.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7ce5b7ea4443a913e002b65203b2f3717dda8841106e07d596e60146b3bffafc", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.GEGLU.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1266ef293eaea71ca7e2/measurements.json b/records/sd1/paper/1266ef293eaea71ca7e2/measurements.json deleted file mode 100644 index b5a0a4cd6e189609090f16181135dd140596cee3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1266ef293eaea71ca7e2/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1266ef293eaea71ca7e2", - "values": { - "cosine_distance": { - "value": 0.002291, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.003741, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.00338, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.003293, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.003, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00648, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.203, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1266ef293eaea71ca7e2/output.webp b/records/sd1/paper/1266ef293eaea71ca7e2/output.webp deleted file mode 100644 index 0d2c3d1de4fce55c264a8c3a383411dcc6efb034..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1266ef293eaea71ca7e2/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4708ac990d67efe8570d0eefef2df0d97cdcad3727af64885ba247cacfe1da7e -size 28432 diff --git a/records/sd1/paper/1266ef293eaea71ca7e2/record.json b/records/sd1/paper/1266ef293eaea71ca7e2/record.json deleted file mode 100644 index fabc30153482cdfd5a36fc5f013a4204da6307a9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1266ef293eaea71ca7e2/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1266ef293eaea71ca7e2", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:32Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.transformer_blocks.0.attn2.to_q", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/5387935cd2a7ea85f03b4c617ea394e4c497dbca0e1d7560cceef77fd5d9a8eb.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "5387935cd2a7ea85f03b4c617ea394e4c497dbca0e1d7560cceef77fd5d9a8eb", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1270011530d087ffd800/interpretations.jsonl b/records/sd1/paper/1270011530d087ffd800/interpretations.jsonl deleted file mode 100644 index 78b78d6f68bf431d3bf730507c14c7382ee8a212..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1270011530d087ffd800/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1270011530d087ffd800"}, "kind": "caption", "value": "Young woman with short dark hair, slightly thinner face, muted vintage photo portrait", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:05Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "99737852d4a1a482"} -{"target": {"record": "1270011530d087ffd800"}, "kind": "change", "value": "Very little changes: the face is a little narrower and more angular and the hair slightly longer.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:05Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "df2a422cc69ccb03"} -{"target": {"record": "1270011530d087ffd800"}, "kind": "keywords", "value": ["portrait", "minor change", "vintage photo", "thinner face"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:05Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "d4a53a1c70edefac"} -{"target": {"record": "1270011530d087ffd800"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:05Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "57ee9646369f4f44"} diff --git a/records/sd1/paper/1270011530d087ffd800/measurements.json b/records/sd1/paper/1270011530d087ffd800/measurements.json deleted file mode 100644 index e76bb376d4ef0995fd86ad4b03d8f7bce0db8777..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1270011530d087ffd800/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1270011530d087ffd800", - "values": { - "cosine_distance": { - "value": 0.043144, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.030536, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.019582, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.064095, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.073, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00615, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 6.309, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1270011530d087ffd800/output.webp b/records/sd1/paper/1270011530d087ffd800/output.webp deleted file mode 100644 index 98985bdf31579fba9d72e5ef387a8fe2a303d528..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1270011530d087ffd800/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:591ada121b34ba4037a0cabab6a20cb1c5ddda8d6815399852b15da594b049c3 -size 26584 diff --git a/records/sd1/paper/1270011530d087ffd800/record.json b/records/sd1/paper/1270011530d087ffd800/record.json deleted file mode 100644 index ea8d2d07d5738510130dedd23113603351e06a61..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1270011530d087ffd800/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1270011530d087ffd800", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:41Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.10.0.in_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/562c8abfe5cbda0c9a94b0880854fb3509bbe56479bf43227f07c3e369ffa54a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "562c8abfe5cbda0c9a94b0880854fb3509bbe56479bf43227f07c3e369ffa54a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12805bba7ba58242e3fd/measurements.json b/records/sd1/paper/12805bba7ba58242e3fd/measurements.json deleted file mode 100644 index 09c71390581720c58cf45e78ee283bd3be6f19f0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12805bba7ba58242e3fd/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "12805bba7ba58242e3fd", - "values": { - "std": { - "value": 41.881, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00844, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 41.489, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.661761, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.486456, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.280406, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12805bba7ba58242e3fd/output.webp b/records/sd1/paper/12805bba7ba58242e3fd/output.webp deleted file mode 100644 index 021dc0ae4c5d0a5bf416b9b8917d5d4bb481c371..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12805bba7ba58242e3fd/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7ab0e3c7cc53dceda88c297e739b18b4d47f0d9ebd5870f3fa9aace596b3c1bf -size 51000 diff --git a/records/sd1/paper/12805bba7ba58242e3fd/record.json b/records/sd1/paper/12805bba7ba58242e3fd/record.json deleted file mode 100644 index 95ce2974359cb29891cefef5e6dab7090a598a8a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12805bba7ba58242e3fd/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "12805bba7ba58242e3fd", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:50:29Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "time_embed.2", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "embed", - "kind": "time_embed", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "Linear", - "container": "Sequential" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "d5c46eaa4b33a3b46e48" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_0_0_3.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/128ee39a1d1351215620/interpretations.jsonl b/records/sd1/paper/128ee39a1d1351215620/interpretations.jsonl deleted file mode 100644 index 93a05d821432b911bbf44ac8a9682cff10804b7c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/128ee39a1d1351215620/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "128ee39a1d1351215620"}, "kind": "caption", "value": "Bright multicoloured speckle noise in rainbow blobs, faint suggestion of a central shape", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:18Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "2d2f887d198e640c"} -{"target": {"record": "128ee39a1d1351215620"}, "kind": "change", "value": "The portrait dissolves into saturated rainbow static, and the subject is essentially lost.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:18Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0d1f10cac53b43ad"} -{"target": {"record": "128ee39a1d1351215620"}, "kind": "keywords", "value": ["rainbow noise", "colour static", "speckle blobs", "subject lost"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:18Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "14b710779acdc711"} -{"target": {"record": "128ee39a1d1351215620"}, "kind": "effect_tags", "value": ["abstract", "subject_lost", "saturated", "pattern", "degenerate", "colour_shift"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:18Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "55b53c57a10e6edc"} diff --git a/records/sd1/paper/128ee39a1d1351215620/measurements.json b/records/sd1/paper/128ee39a1d1351215620/measurements.json deleted file mode 100644 index d43301cf69cf54c96dab55d711d7832d3a701bfa..0000000000000000000000000000000000000000 --- a/records/sd1/paper/128ee39a1d1351215620/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "128ee39a1d1351215620", - "values": { - "cosine_distance": { - "value": 0.871773, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.849377, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.929466, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.542322, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 95.45, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.02245, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 99.827, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/128ee39a1d1351215620/output.webp b/records/sd1/paper/128ee39a1d1351215620/output.webp deleted file mode 100644 index 607aa7c154c85ed74b7b5794afca6dd846851060..0000000000000000000000000000000000000000 --- a/records/sd1/paper/128ee39a1d1351215620/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:52eb47fbcc59bf0abcdf795f6158b3a62420560bfb251f6530c197360415cfc8 -size 96110 diff --git a/records/sd1/paper/128ee39a1d1351215620/record.json b/records/sd1/paper/128ee39a1d1351215620/record.json deleted file mode 100644 index 971ed4dd23f80fb19ca3d00fc8a8e323df4c2271..0000000000000000000000000000000000000000 --- a/records/sd1/paper/128ee39a1d1351215620/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "128ee39a1d1351215620", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:54Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.1.transformer_blocks.0.ff.net.1", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.hi", - "kind": "ff", - "module_type": "Dropout", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/88910d97a37f855c6ee6b09ef04d262e828a9c276ff186bc1238457d590c5e50.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "88910d97a37f855c6ee6b09ef04d262e828a9c276ff186bc1238457d590c5e50", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12946a58a92e41f5c3dc/measurements.json b/records/sd1/paper/12946a58a92e41f5c3dc/measurements.json deleted file mode 100644 index 26466f735dbb5a995b84fafdab9867655d792420..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12946a58a92e41f5c3dc/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "12946a58a92e41f5c3dc", - "values": { - "cosine_distance": { - "value": 0.152591, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.167893, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.097235, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.074353, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.569, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00584, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 17.887, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12946a58a92e41f5c3dc/output.webp b/records/sd1/paper/12946a58a92e41f5c3dc/output.webp deleted file mode 100644 index e6ef2b61a2abbc3e0dcfe5455ff2cd12a372ebdb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12946a58a92e41f5c3dc/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3ea813e11e175e1fd56cfbeb2ef3cb50344d77e55b4c4f35bf58e04e93c6fc1f -size 28620 diff --git a/records/sd1/paper/12946a58a92e41f5c3dc/record.json b/records/sd1/paper/12946a58a92e41f5c3dc/record.json deleted file mode 100644 index 976309061c1b3e4dd37a669b05971c680d0d7b9e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12946a58a92e41f5c3dc/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "12946a58a92e41f5c3dc", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:39Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.2.out_layers.2", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "mid", - "kind": "res_branch", - "module_type": "Dropout", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/50e6fc0467fda306a8b39718aa8f0a3551aa89e0ceee75028e7549bd3f1cbca7.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "50e6fc0467fda306a8b39718aa8f0a3551aa89e0ceee75028e7549bd3f1cbca7", - "type_path": "UNetModel.TimestepEmbedSequential.ResBlock.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/129b0511ae13d7bada74/measurements.json b/records/sd1/paper/129b0511ae13d7bada74/measurements.json deleted file mode 100644 index ccad14dac651f9b5146eb79ae788c45b7a367b58..0000000000000000000000000000000000000000 --- a/records/sd1/paper/129b0511ae13d7bada74/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "129b0511ae13d7bada74", - "values": { - "cosine_distance": { - "value": 0.010649, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.011407, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.006587, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.013425, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.101, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00641, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.176, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/129b0511ae13d7bada74/output.webp b/records/sd1/paper/129b0511ae13d7bada74/output.webp deleted file mode 100644 index 38f6a5e43015244a593612815604085822888fd6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/129b0511ae13d7bada74/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:84dee1f36cd49ed8dd5c59fcb7ea99e15721ad77d5aff7894b3c8e5ea62d8d47 -size 27314 diff --git a/records/sd1/paper/129b0511ae13d7bada74/record.json b/records/sd1/paper/129b0511ae13d7bada74/record.json deleted file mode 100644 index ab8c57f90e5c5cdbde49811e29ebc3563ce75dfb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/129b0511ae13d7bada74/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "129b0511ae13d7bada74", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:10Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.0.emb_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/8897cbbab3c769a4893061238800529dbeb43a3d4ae30ea24f742e5c8e29722f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "8897cbbab3c769a4893061238800529dbeb43a3d4ae30ea24f742e5c8e29722f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/129b2ad3d3bb1b2c0297/interpretations.jsonl b/records/sd1/paper/129b2ad3d3bb1b2c0297/interpretations.jsonl deleted file mode 100644 index 40097dd9e25e71063162ce0dc710aaf9830dcdf6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/129b2ad3d3bb1b2c0297/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "129b2ad3d3bb1b2c0297"}, "kind": "caption", "value": "Vintage portrait of an androgynous young person with swept-back hair and rough print edges", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:41:15Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ac6e669efdbeaa07"} -{"target": {"record": "129b2ad3d3bb1b2c0297"}, "kind": "change", "value": "The person becomes more androgynous, with hair swept up and back; the print's torn, deckled border becomes more visible and the crop is slightly wider.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:41:15Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "145dd984384f8dac"} -{"target": {"record": "129b2ad3d3bb1b2c0297"}, "kind": "keywords", "value": ["androgynous", "swept hair", "deckled edges", "vintage print"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:41:15Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "b015ca8993bb2f21"} -{"target": {"record": "129b2ad3d3bb1b2c0297"}, "kind": "effect_tags", "value": ["subject_kept", "framing"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:41:15Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c06a421b9dbfc0c7"} diff --git a/records/sd1/paper/129b2ad3d3bb1b2c0297/measurements.json b/records/sd1/paper/129b2ad3d3bb1b2c0297/measurements.json deleted file mode 100644 index e66da0e6c4152b0df08248a489c7c372497ddb34..0000000000000000000000000000000000000000 --- a/records/sd1/paper/129b2ad3d3bb1b2c0297/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "129b2ad3d3bb1b2c0297", - "values": { - "cosine_distance": { - "value": 0.181646, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.203222, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.088067, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.085716, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 61.386, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00511, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 24.349, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/129b2ad3d3bb1b2c0297/output.webp b/records/sd1/paper/129b2ad3d3bb1b2c0297/output.webp deleted file mode 100644 index da1cc8e5e7c131a01f7cae44d71798245eb390b1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/129b2ad3d3bb1b2c0297/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6bb21faf4e222415344c8294b2f2f34ec8c037868ec5ae1b4466390f672aa327 -size 21776 diff --git a/records/sd1/paper/129b2ad3d3bb1b2c0297/record.json b/records/sd1/paper/129b2ad3d3bb1b2c0297/record.json deleted file mode 100644 index 6eae8348b558a409d15c0697f4a0b92a08d0be17..0000000000000000000000000000000000000000 --- a/records/sd1/paper/129b2ad3d3bb1b2c0297/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "129b2ad3d3bb1b2c0297", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:48Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.1.transformer_blocks.0.norm1", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.mid", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/921e7eecab55e9557deff684a67ed2aa29ae36e748815280d9ed6d878d62e4b6.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "921e7eecab55e9557deff684a67ed2aa29ae36e748815280d9ed6d878d62e4b6", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12a208ccd0a27fc1c9a5/interpretations.jsonl b/records/sd1/paper/12a208ccd0a27fc1c9a5/interpretations.jsonl deleted file mode 100644 index f16a5aa406d096f89a31c9ee84afb34e606fa521..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12a208ccd0a27fc1c9a5/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "12a208ccd0a27fc1c9a5"}, "kind": "caption", "value": "Modern photo of a young woman with long platinum blonde hair and a choker necklace", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:45Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0ab8db2803b2c5a8"} -{"target": {"record": "12a208ccd0a27fc1c9a5"}, "kind": "change", "value": "The dark-haired tintype becomes a clean, modern photo of a different woman with long straight blonde hair and a V-neck top against a plain grey wall.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:45Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "55f23cdbbb4d1d84"} -{"target": {"record": "12a208ccd0a27fc1c9a5"}, "kind": "keywords", "value": ["blonde woman", "long hair", "modern portrait", "new identity", "choker"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:45Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ead87b161ac93ea9"} -{"target": {"record": "12a208ccd0a27fc1c9a5"}, "kind": "effect_tags", "value": ["subject_kept", "style_change", "colour_shift", "bright"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:45Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1073171105da60b6"} diff --git a/records/sd1/paper/12a208ccd0a27fc1c9a5/measurements.json b/records/sd1/paper/12a208ccd0a27fc1c9a5/measurements.json deleted file mode 100644 index 46b2dd9ee409be931d444e44f5d8571b3d961aa0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12a208ccd0a27fc1c9a5/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "12a208ccd0a27fc1c9a5", - "values": { - "cosine_distance": { - "value": 0.263755, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.311182, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.304097, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.181206, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 51.044, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00426, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 26.462, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12a208ccd0a27fc1c9a5/output.webp b/records/sd1/paper/12a208ccd0a27fc1c9a5/output.webp deleted file mode 100644 index 1e334a142788e3f32815b4a289e4b2ed52a6eda9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12a208ccd0a27fc1c9a5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:bc4127b530fe08038a08f2436ee3e64c310445fb4688a812e3fab3bed87b6009 -size 16012 diff --git a/records/sd1/paper/12a208ccd0a27fc1c9a5/record.json b/records/sd1/paper/12a208ccd0a27fc1c9a5/record.json deleted file mode 100644 index 232d79a3c3bb792d1931379edea6c991aef91866..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12a208ccd0a27fc1c9a5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "12a208ccd0a27fc1c9a5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:56Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.0.in_layers.0", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/228752737cf7d420260b9f5242b75b5a7e06e2ce79934d4a72d301d4050f61d4.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "228752737cf7d420260b9f5242b75b5a7e06e2ce79934d4a72d301d4050f61d4", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12a313bf353bcd01f645/measurements.json b/records/sd1/paper/12a313bf353bcd01f645/measurements.json deleted file mode 100644 index c94a299ae063c476e4efc2c53f088ae2b7374410..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12a313bf353bcd01f645/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "12a313bf353bcd01f645", - "values": { - "cosine_distance": { - "value": 0.086692, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.097237, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.074454, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.051325, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.427, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0044, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 11.21, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12a313bf353bcd01f645/output.webp b/records/sd1/paper/12a313bf353bcd01f645/output.webp deleted file mode 100644 index b1d4a69f453750ca9c0ff33ffd3392c9b6e2e745..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12a313bf353bcd01f645/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fc1d4bd2edf2824e9688344abcdb9dc3685f78cbb9ff7ecfa3e79d2a92a46836 -size 25084 diff --git a/records/sd1/paper/12a313bf353bcd01f645/record.json b/records/sd1/paper/12a313bf353bcd01f645/record.json deleted file mode 100644 index 1238d735652f5eae79e5b7360a7924797f047750..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12a313bf353bcd01f645/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "12a313bf353bcd01f645", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:36Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.transformer_blocks.0.attn2.to_out.1", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.mid", - "kind": "cross_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/fd10fe9d81d8e7891109d1c3f3b9298934457d284b78e9786c6052049ede334b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "fd10fe9d81d8e7891109d1c3f3b9298934457d284b78e9786c6052049ede334b", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12a59d8b11cc491f6adf/measurements.json b/records/sd1/paper/12a59d8b11cc491f6adf/measurements.json deleted file mode 100644 index a40d7e03b2f7f52a8859b5dea3803ad31ff863b0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12a59d8b11cc491f6adf/measurements.json +++ /dev/null @@ -1,39 +0,0 @@ -{ - "record": "12a59d8b11cc491f6adf", - "values": { - "std": { - "value": 59.94, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00316, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 36.218, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.27075, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.365832, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.258912, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12a59d8b11cc491f6adf/output.webp b/records/sd1/paper/12a59d8b11cc491f6adf/output.webp deleted file mode 100644 index 49b72188f136910fd6db128828d663038581bcaa..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12a59d8b11cc491f6adf/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:613e4d637ec67ef2e33c0e91e6130c88c5539eaae8a9c41c818b2901f5beb605 -size 19154 diff --git a/records/sd1/paper/12a59d8b11cc491f6adf/record.json b/records/sd1/paper/12a59d8b11cc491f6adf/record.json deleted file mode 100644 index 1f6870b1eefe1e357519600a596c22f3a354bb0e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12a59d8b11cc491f6adf/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "12a59d8b11cc491f6adf", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:30Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 786, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.hi", - "kind": "skip", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "Identity", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "bf0726ee79d520e2e457" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_3_5_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/12b1ef7f963d0d112bc4/measurements.json b/records/sd1/paper/12b1ef7f963d0d112bc4/measurements.json deleted file mode 100644 index 99513765e54f5df0bca19109c15266dd7cc97692..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12b1ef7f963d0d112bc4/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "12b1ef7f963d0d112bc4", - "values": { - "cosine_distance": { - "value": 0.787352, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.780151, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.884578, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.525158, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 91.506, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.03667, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 89.616, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12b1ef7f963d0d112bc4/output.webp b/records/sd1/paper/12b1ef7f963d0d112bc4/output.webp deleted file mode 100644 index ed8c7b7d73a21f9e6ae847f56a29205824f1f52f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12b1ef7f963d0d112bc4/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b53f7468b7a4d6b8e3299bb94abe3be947a3563818d287f833e86f32f1ec718f -size 97826 diff --git a/records/sd1/paper/12b1ef7f963d0d112bc4/record.json b/records/sd1/paper/12b1ef7f963d0d112bc4/record.json deleted file mode 100644 index b52949817d01c93f88577ca3e7b48cf2cdcee96d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12b1ef7f963d0d112bc4/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "12b1ef7f963d0d112bc4", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:45Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.1.proj_in", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.hi", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/0a17b8bd150a05cfc3c33c2a47cc3a383a3122a7fa65ba6defd278b5d1e17d8c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "0a17b8bd150a05cfc3c33c2a47cc3a383a3122a7fa65ba6defd278b5d1e17d8c", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12bc521834debf5e7936/measurements.json b/records/sd1/paper/12bc521834debf5e7936/measurements.json deleted file mode 100644 index 8dc88b1332587f80a44c68b592d33440f6585691..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12bc521834debf5e7936/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "12bc521834debf5e7936", - "values": { - "cosine_distance": { - "value": 0.145959, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.117342, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.077466, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.065083, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.505, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00588, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 17.619, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12bc521834debf5e7936/output.webp b/records/sd1/paper/12bc521834debf5e7936/output.webp deleted file mode 100644 index 62c459ef785773cd3ab97340ab1f0ae4b00631be..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12bc521834debf5e7936/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:74784742368d05b80c57550adf9b9a16bdca894b1d112af09f5662742e1dcaf7 -size 26862 diff --git a/records/sd1/paper/12bc521834debf5e7936/record.json b/records/sd1/paper/12bc521834debf5e7936/record.json deleted file mode 100644 index f6cddcf66d6443054e4d5d52efb0a9dd6768912e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12bc521834debf5e7936/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "12bc521834debf5e7936", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:10Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.transformer_blocks.0.attn1.to_v", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.lo", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/387985180f2dda7e61db96b31da77e4e4f61eddfc1914c2d86de08898c632006.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "387985180f2dda7e61db96b31da77e4e4f61eddfc1914c2d86de08898c632006", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12bf8110b6ff5879d56e/interpretations.jsonl b/records/sd1/paper/12bf8110b6ff5879d56e/interpretations.jsonl deleted file mode 100644 index 43b0b626ffcce707586c4075f1ff9ca2ed058ec2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12bf8110b6ff5879d56e/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "12bf8110b6ff5879d56e"}, "kind": "caption", "value": "Young woman with short dark hair and black top, slightly altered face, grey-green print", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:00:18Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a60fd9218b76a30e"} -{"target": {"record": "12bf8110b6ff5879d56e"}, "kind": "change", "value": "Almost no visible change beyond slight shifts in her facial features and hair.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:00:18Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "86b9f07d858d7870"} -{"target": {"record": "12bf8110b6ff5879d56e"}, "kind": "keywords", "value": ["portrait", "near identical", "identity drift", "vintage print"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:00:18Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ff857c27d7e94f05"} -{"target": {"record": "12bf8110b6ff5879d56e"}, "kind": "effect_tags", "value": ["subject_kept", "subtle"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:00:18Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "cec326bb2270cb5d"} diff --git a/records/sd1/paper/12bf8110b6ff5879d56e/measurements.json b/records/sd1/paper/12bf8110b6ff5879d56e/measurements.json deleted file mode 100644 index 708b7a9c33b1a1642ab5bb17f7cefa09821e462c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12bf8110b6ff5879d56e/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "12bf8110b6ff5879d56e", - "values": { - "cosine_distance": { - "value": 0.087624, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.08022, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.035581, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.049363, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.078, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00645, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 11.443, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12bf8110b6ff5879d56e/output.webp b/records/sd1/paper/12bf8110b6ff5879d56e/output.webp deleted file mode 100644 index e143d747d83d639250e99486b10635337278ac43..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12bf8110b6ff5879d56e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4911350c0f9e97d9e8f59ae97a8cbc456223818497ad81c31cb2575a0f2c94f6 -size 28016 diff --git a/records/sd1/paper/12bf8110b6ff5879d56e/record.json b/records/sd1/paper/12bf8110b6ff5879d56e/record.json deleted file mode 100644 index 35155a307ea58cec195070cb259f1c3a98b3a9d1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12bf8110b6ff5879d56e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "12bf8110b6ff5879d56e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:34Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.2.1.conv", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.lo", - "kind": "upsample", - "module_type": "Conv2d", - "container": "Upsample", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/61a3847d561ee178073511395f596ff28cf283b44099d7524cc9875289a895a5.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "61a3847d561ee178073511395f596ff28cf283b44099d7524cc9875289a895a5", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.Upsample.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12ce4f8c5f81641b2d61/interpretations.jsonl b/records/sd1/paper/12ce4f8c5f81641b2d61/interpretations.jsonl deleted file mode 100644 index d78b0e98225baa2a8930cf504d9d056a85bca2ee..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12ce4f8c5f81641b2d61/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "12ce4f8c5f81641b2d61"}, "kind": "caption", "value": "Older woman with tousled bluish hair in teal denim jacket, sharp detailed skin, grey backdrop", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:59:43Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1841c420c6ddc1f9"} -{"target": {"record": "12ce4f8c5f81641b2d61"}, "kind": "change", "value": "Now a different, older-looking woman with messy blue-black hair, freckled hyper-detailed skin and a teal jacket over a white top, in a cooler, more saturated, high-detail photo with no vintage border.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:59:43Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "e51cf1bd22750ad2"} -{"target": {"record": "12ce4f8c5f81641b2d61"}, "kind": "keywords", "value": ["detailed portrait", "teal jacket", "freckles", "older woman", "hyperreal"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:59:43Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "9022e89319830fa3"} -{"target": {"record": "12ce4f8c5f81641b2d61"}, "kind": "effect_tags", "value": ["fine_detail", "colour_shift", "saturated", "style_change", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:59:43Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "479303d5c132ace3"} diff --git a/records/sd1/paper/12ce4f8c5f81641b2d61/measurements.json b/records/sd1/paper/12ce4f8c5f81641b2d61/measurements.json deleted file mode 100644 index 2ef4c4b1af1dd7a909c8e694c3913d6f4360d9c8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12ce4f8c5f81641b2d61/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "12ce4f8c5f81641b2d61", - "values": { - "cosine_distance": { - "value": 0.297062, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.276654, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.304352, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.208411, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 60.448, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01117, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 25.769, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12ce4f8c5f81641b2d61/output.webp b/records/sd1/paper/12ce4f8c5f81641b2d61/output.webp deleted file mode 100644 index d3862b1501ae6179ff664edee997b4c5ce12ccd8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12ce4f8c5f81641b2d61/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:bf055e938e5bd56618074426fde4dedf32b50be5ca0ab3d65aaeb31964fddb3a -size 33166 diff --git a/records/sd1/paper/12ce4f8c5f81641b2d61/record.json b/records/sd1/paper/12ce4f8c5f81641b2d61/record.json deleted file mode 100644 index bd5266fee092d41e852ab543684f4abcfab3c7b3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12ce4f8c5f81641b2d61/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "12ce4f8c5f81641b2d61", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:48Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.attn1.to_out.1", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.lo", - "kind": "self_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/d1d6a5a6b0cd67962235f6c60c33c840e637c92af1239d85139fa3c658a02274.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "d1d6a5a6b0cd67962235f6c60c33c840e637c92af1239d85139fa3c658a02274", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12d602ed808127207aca/measurements.json b/records/sd1/paper/12d602ed808127207aca/measurements.json deleted file mode 100644 index 4693f10adbbfc96ff2f792a07e09705e598caf24..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12d602ed808127207aca/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "12d602ed808127207aca", - "values": { - "cosine_distance": { - "value": 0.01787, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.017314, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.008642, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.024769, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.659, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00635, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.85, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12d602ed808127207aca/output.webp b/records/sd1/paper/12d602ed808127207aca/output.webp deleted file mode 100644 index e4f00a4bf008113d4e3656e283f4a827f99954f9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12d602ed808127207aca/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:12050ee055f39a12d86f02f05993fd1b08571be2364b92beb93bb8b71ddd65d6 -size 30430 diff --git a/records/sd1/paper/12d602ed808127207aca/record.json b/records/sd1/paper/12d602ed808127207aca/record.json deleted file mode 100644 index 5f4de5754b178f015dd5547674c7404fc0765b94..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12d602ed808127207aca/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "12d602ed808127207aca", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:41Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.0.0.in_layers.1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/a97bf7d261c76deda621be1328efbf3f1c6f10ac62d0575a9cdba27b9c92a390.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "a97bf7d261c76deda621be1328efbf3f1c6f10ac62d0575a9cdba27b9c92a390", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12e1bc291f5de4102917/measurements.json b/records/sd1/paper/12e1bc291f5de4102917/measurements.json deleted file mode 100644 index 91df914c58698fd15b2fd85be2298e524f80abbe..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12e1bc291f5de4102917/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "12e1bc291f5de4102917", - "values": { - "cosine_distance": { - "value": 0.470444, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.521449, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.513123, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.257312, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 58.686, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00559, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 54.668, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12e1bc291f5de4102917/output.webp b/records/sd1/paper/12e1bc291f5de4102917/output.webp deleted file mode 100644 index 4416d4288a97dccc2512d29f53880c49e81095db..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12e1bc291f5de4102917/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:903837e7ef537706ffd47bb587b9438caa4d6d67ebfd1e4f25d7b4521e690498 -size 36152 diff --git a/records/sd1/paper/12e1bc291f5de4102917/record.json b/records/sd1/paper/12e1bc291f5de4102917/record.json deleted file mode 100644 index 2e53349c974b1367e9c886399d08b8a4e67bdf6d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12e1bc291f5de4102917/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "12e1bc291f5de4102917", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:49:46Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "time_embed.0", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "embed", - "kind": "time_embed", - "module_type": "Linear", - "container": "Sequential", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "d5c46eaa4b33a3b46e48" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_2/images/f152b65b236d39ec1dc09c41d18061ddc2f1cd08006f79ba9ec80c30167a001a.png", - "batch_id": null, - "lookup_key": "f152b65b236d39ec1dc09c41d18061ddc2f1cd08006f79ba9ec80c30167a001a", - "type_path": "UNetModel.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12e4b190d8dd71d7164e/measurements.json b/records/sd1/paper/12e4b190d8dd71d7164e/measurements.json deleted file mode 100644 index 2893ee917d1ad5071bc98f397dc51efc9448f4be..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12e4b190d8dd71d7164e/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "12e4b190d8dd71d7164e", - "values": { - "cosine_distance": { - "value": 0.113615, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.115343, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.053622, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.080971, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.39, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00554, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 14.426, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12e4b190d8dd71d7164e/output.webp b/records/sd1/paper/12e4b190d8dd71d7164e/output.webp deleted file mode 100644 index 4c0e14c2b016c978744c2d3f9407456098d8a78f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12e4b190d8dd71d7164e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:151bc307383fede66981bafb335c0a11a3b2d059b2b5c1986baca8b4b2cdf947 -size 29910 diff --git a/records/sd1/paper/12e4b190d8dd71d7164e/record.json b/records/sd1/paper/12e4b190d8dd71d7164e/record.json deleted file mode 100644 index 2de6f069db17051a7c9609943ae81ff21de2d013..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12e4b190d8dd71d7164e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "12e4b190d8dd71d7164e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:59Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.0.emb_layers.1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Linear", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/f8ddbbd3d95d044d70af3917d2c7906e70b470b0f2397bac0b1f88a132e1e7d7.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "f8ddbbd3d95d044d70af3917d2c7906e70b470b0f2397bac0b1f88a132e1e7d7", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12ef7e7e24bb62d30263/measurements.json b/records/sd1/paper/12ef7e7e24bb62d30263/measurements.json deleted file mode 100644 index 42f703ac6c8a13bde285039ff2dfad4e866f5844..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12ef7e7e24bb62d30263/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "12ef7e7e24bb62d30263", - "values": { - "cosine_distance": { - "value": 0.130979, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.138058, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.0818, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.094355, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.85, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00394, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 17.511, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12ef7e7e24bb62d30263/output.webp b/records/sd1/paper/12ef7e7e24bb62d30263/output.webp deleted file mode 100644 index e77f17f657b8274272cc0f6d06329a7e1c4a8b0d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12ef7e7e24bb62d30263/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:56a08f4b5933b3527c63568fd285b7cf2eae9579a7383c72f2c94685eab774c8 -size 24886 diff --git a/records/sd1/paper/12ef7e7e24bb62d30263/record.json b/records/sd1/paper/12ef7e7e24bb62d30263/record.json deleted file mode 100644 index 15a24584ac9b1c54322a6e9025533ff2398ba7dd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12ef7e7e24bb62d30263/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "12ef7e7e24bb62d30263", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:45Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.1.transformer_blocks.0.attn2.to_out.1", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.lo", - "kind": "cross_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/854175a772a22c347ba4bdf0969edab4043cff05561db0c995f18e732e5f6618.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "854175a772a22c347ba4bdf0969edab4043cff05561db0c995f18e732e5f6618", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12f819d39c44a8116808/interpretations.jsonl b/records/sd1/paper/12f819d39c44a8116808/interpretations.jsonl deleted file mode 100644 index 04a4ebd93c8d7ddca0c74864934f69471758d2bc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12f819d39c44a8116808/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "12f819d39c44a8116808"}, "kind": "caption", "value": "Nearly identical grey-green studio portrait of short-haired woman in black shirt", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "4385d64aca00b47c"} -{"target": {"record": "12f819d39c44a8116808"}, "kind": "change", "value": "Almost no visible change apart from tiny shifts in the face and hair.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "dcfcd4f9c5e57b75"} -{"target": {"record": "12f819d39c44a8116808"}, "kind": "keywords", "value": ["portrait", "minimal change", "vintage photo", "studio headshot"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "498b1488bdc2b828"} -{"target": {"record": "12f819d39c44a8116808"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "57720d6a87ae3636"} diff --git a/records/sd1/paper/12f819d39c44a8116808/measurements.json b/records/sd1/paper/12f819d39c44a8116808/measurements.json deleted file mode 100644 index 1d562ce922294db1e9a6282e32b633a216b665ae..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12f819d39c44a8116808/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "12f819d39c44a8116808", - "values": { - "cosine_distance": { - "value": 0.009914, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.011127, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.005972, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.005406, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.099, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00651, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.815, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12f819d39c44a8116808/output.webp b/records/sd1/paper/12f819d39c44a8116808/output.webp deleted file mode 100644 index 9b13bdb1f6db7416086bcaa78f6f432ed489c193..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12f819d39c44a8116808/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d3fac337cce9afeb17cf53b7ff103a24dcd75731255e939c85f8090f608714cb -size 33250 diff --git a/records/sd1/paper/12f819d39c44a8116808/record.json b/records/sd1/paper/12f819d39c44a8116808/record.json deleted file mode 100644 index 0d4dc79e3443a3a079a907c4200543a4ee9bc809..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12f819d39c44a8116808/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "12f819d39c44a8116808", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:13Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.1.transformer_blocks.0.attn2.to_out.1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.hi", - "kind": "cross_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/b9cd2e63ef4d4a2c40e3900bc047af6727fd017291c12b90a7c1cd46bc468f8d.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b9cd2e63ef4d4a2c40e3900bc047af6727fd017291c12b90a7c1cd46bc468f8d", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12fa80ad5b3000e17444/measurements.json b/records/sd1/paper/12fa80ad5b3000e17444/measurements.json deleted file mode 100644 index 6b2123fc3b2c3ecf06a0d67e4740115ea04bd392..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12fa80ad5b3000e17444/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "12fa80ad5b3000e17444", - "values": { - "cosine_distance": { - "value": 0.017372, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.015307, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.009674, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.028997, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.7, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00615, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.431, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/12fa80ad5b3000e17444/output.webp b/records/sd1/paper/12fa80ad5b3000e17444/output.webp deleted file mode 100644 index c23bef165b77d4aa68de521af92ced03c4f944e7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12fa80ad5b3000e17444/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3d1735c2f052e6b8c312ee1078162d6fb51adc1bb534e1f66460735fd2dfda7b -size 26288 diff --git a/records/sd1/paper/12fa80ad5b3000e17444/record.json b/records/sd1/paper/12fa80ad5b3000e17444/record.json deleted file mode 100644 index e89c9394674d15d84684479171ea6b8174e92eb5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/12fa80ad5b3000e17444/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "12fa80ad5b3000e17444", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:34Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.transformer_blocks.0.attn2.to_v", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/a159253b30965d2f392bfd056bce95f080b8a95dbb8390dec66ea9e9a0175e35.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "a159253b30965d2f392bfd056bce95f080b8a95dbb8390dec66ea9e9a0175e35", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1304719077eab4e9ef65/measurements.json b/records/sd1/paper/1304719077eab4e9ef65/measurements.json deleted file mode 100644 index 13349ab3ac7aecc0f171ada4e935b351195e71d8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1304719077eab4e9ef65/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1304719077eab4e9ef65", - "values": { - "cosine_distance": { - "value": 0.102672, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.23843, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.120572, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.100502, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 57.162, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00337, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 15.272, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1304719077eab4e9ef65/output.webp b/records/sd1/paper/1304719077eab4e9ef65/output.webp deleted file mode 100644 index 504bdea2054574cfdb0465c2f955b9c285ff4697..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1304719077eab4e9ef65/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0256da484f86365b045798fa1e2e397f04658a033d78463e34ce542de4f83633 -size 36360 diff --git a/records/sd1/paper/1304719077eab4e9ef65/record.json b/records/sd1/paper/1304719077eab4e9ef65/record.json deleted file mode 100644 index 5ae3b05fd60c604e2bcfa23442f63a1ad50d52ec..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1304719077eab4e9ef65/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1304719077eab4e9ef65", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:55Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.0.out_layers.0", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/b3d530fb9fc0606ffc7c9c28a7e6800995f0e84eb2b967f524f4621c106b2ec6.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b3d530fb9fc0606ffc7c9c28a7e6800995f0e84eb2b967f524f4621c106b2ec6", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1314bcb18be359c39f1f/interpretations.jsonl b/records/sd1/paper/1314bcb18be359c39f1f/interpretations.jsonl deleted file mode 100644 index 61d3c7490e44a430a3c8ad95478c73355bbce77e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1314bcb18be359c39f1f/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1314bcb18be359c39f1f"}, "kind": "caption", "value": "Faint male face emerging from chaotic multicoloured glitch splotches on white", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:31:21Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "5ea393e38c04a89a"} -{"target": {"record": "1314bcb18be359c39f1f"}, "kind": "change", "value": "The photo dissolves into saturated colour noise from which only a ghostly frontal face can be made out.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:31:21Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "807ad484ee165e36"} -{"target": {"record": "1314bcb18be359c39f1f"}, "kind": "keywords", "value": ["glitch portrait", "colour noise", "ghostly face", "fragmented", "psychedelic"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:31:21Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0947410f03fb37a1"} -{"target": {"record": "1314bcb18be359c39f1f"}, "kind": "effect_tags", "value": ["glitch", "fragmented", "saturated", "abstract", "degenerate", "high_contrast"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:31:21Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a59f9f9a7ec91282"} diff --git a/records/sd1/paper/1314bcb18be359c39f1f/measurements.json b/records/sd1/paper/1314bcb18be359c39f1f/measurements.json deleted file mode 100644 index 6b7f275cb8832354554bae464d1065a3b1973faf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1314bcb18be359c39f1f/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1314bcb18be359c39f1f", - "values": { - "cosine_distance": { - "value": 0.751613, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.715509, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.794662, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.495156, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 99.447, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01487, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 85.734, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1314bcb18be359c39f1f/output.webp b/records/sd1/paper/1314bcb18be359c39f1f/output.webp deleted file mode 100644 index a17bca3b48600ea07e30b2d778c275f4f007d9a3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1314bcb18be359c39f1f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e899f3101ff4c7d534a9c685d5c75c36772953d04dfa78568a85234dde335101 -size 69548 diff --git a/records/sd1/paper/1314bcb18be359c39f1f/record.json b/records/sd1/paper/1314bcb18be359c39f1f/record.json deleted file mode 100644 index a1ce8e16e3f4b6a8b216ba58acd4c9f6bbedfa03..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1314bcb18be359c39f1f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1314bcb18be359c39f1f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:58Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.0.out_layers.2", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "Dropout", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/4a4e1d60d0883338144bc88a1f76656b2a024fa5cd8a4e8e0229387a08c6ac64.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "4a4e1d60d0883338144bc88a1f76656b2a024fa5cd8a4e8e0229387a08c6ac64", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/131798d92dccb911ad24/measurements.json b/records/sd1/paper/131798d92dccb911ad24/measurements.json deleted file mode 100644 index 38b02da5deaf586706bfed402178864c044ba8e6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/131798d92dccb911ad24/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "131798d92dccb911ad24", - "values": { - "cosine_distance": { - "value": 0.033149, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.024669, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.018088, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.033668, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.027, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00584, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 5.812, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/131798d92dccb911ad24/output.webp b/records/sd1/paper/131798d92dccb911ad24/output.webp deleted file mode 100644 index eaeac0ed559c878163445ac243d883d64a6fa765..0000000000000000000000000000000000000000 --- a/records/sd1/paper/131798d92dccb911ad24/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2d597634ca654a2bae0f77250f95736483269f859c7643c30efc996a3b49827a -size 27990 diff --git a/records/sd1/paper/131798d92dccb911ad24/record.json b/records/sd1/paper/131798d92dccb911ad24/record.json deleted file mode 100644 index 8c76a742466c92701c33c276646d3b4a01ae090e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/131798d92dccb911ad24/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "131798d92dccb911ad24", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:33Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.0.in_layers.2", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.mid", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/9e356457995e49ae2770a36ae75651adb655a01b4cdb2f500b13c6d14b2af34a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "9e356457995e49ae2770a36ae75651adb655a01b4cdb2f500b13c6d14b2af34a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13371aa072ae6d3b7cc1/measurements.json b/records/sd1/paper/13371aa072ae6d3b7cc1/measurements.json deleted file mode 100644 index 0ce100e5fbf4ac9a9b76114f5308b56a902177bf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13371aa072ae6d3b7cc1/measurements.json +++ /dev/null @@ -1,44 +0,0 @@ -{ - "record": "13371aa072ae6d3b7cc1", - "values": { - "cosine_distance": { - "value": 1.012484, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.83031, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.866933, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.493521, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 92.77, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00246, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "clipped", - "blob" - ] - }, - "mae_vs_baseline": { - "value": 111.734, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13371aa072ae6d3b7cc1/output.webp b/records/sd1/paper/13371aa072ae6d3b7cc1/output.webp deleted file mode 100644 index 4b067d914aed9e8adea4e4eddc45ef2f3ad89a1d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13371aa072ae6d3b7cc1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:ad3030c6154f3821468debb163aecd345bd86200102364518026d8709798af9a -size 45290 diff --git a/records/sd1/paper/13371aa072ae6d3b7cc1/record.json b/records/sd1/paper/13371aa072ae6d3b7cc1/record.json deleted file mode 100644 index 964c51b9a54ab42c253dc5cf7d44d7f52ecc39a4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13371aa072ae6d3b7cc1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "13371aa072ae6d3b7cc1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:40Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.1.transformer_blocks.0.norm3", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.lo", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/810ac6290e4f007d0083f20d7500584e30cfc49eca638bed30efad01003ca223.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "810ac6290e4f007d0083f20d7500584e30cfc49eca638bed30efad01003ca223", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1343565caefd09e7f9d3/measurements.json b/records/sd1/paper/1343565caefd09e7f9d3/measurements.json deleted file mode 100644 index ffd5241138222fce733096b62836a46e8fcbc6ac..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1343565caefd09e7f9d3/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1343565caefd09e7f9d3", - "values": { - "cosine_distance": { - "value": 0.202235, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.203007, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.178342, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.213121, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.761, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00475, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 21.085, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1343565caefd09e7f9d3/output.webp b/records/sd1/paper/1343565caefd09e7f9d3/output.webp deleted file mode 100644 index 2ddab69d4e4412324aaa481033dd36352765eece..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1343565caefd09e7f9d3/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5754525855cf2c559720d33c2c782dca346d3e772cd6b1a710cabc0884ab8836 -size 30312 diff --git a/records/sd1/paper/1343565caefd09e7f9d3/record.json b/records/sd1/paper/1343565caefd09e7f9d3/record.json deleted file mode 100644 index b7a949010d04b1b5db786c3c6273c2648e508afa..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1343565caefd09e7f9d3/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1343565caefd09e7f9d3", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:36Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.2.in_layers.2", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "mid", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/5eafec6bbf5d4c79a9753ad35e9afb6adc1768f8a6a243952112f2da757f8842.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "5eafec6bbf5d4c79a9753ad35e9afb6adc1768f8a6a243952112f2da757f8842", - "type_path": "UNetModel.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/134a1522109c79525a27/measurements.json b/records/sd1/paper/134a1522109c79525a27/measurements.json deleted file mode 100644 index 6cc266e6e0d73c5fcaa542b70466e0a94db3f989..0000000000000000000000000000000000000000 --- a/records/sd1/paper/134a1522109c79525a27/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "134a1522109c79525a27", - "values": { - "cosine_distance": { - "value": 0.251591, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.280765, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.137615, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.104641, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 55.987, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00611, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 35.28, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/134a1522109c79525a27/output.webp b/records/sd1/paper/134a1522109c79525a27/output.webp deleted file mode 100644 index 027f1c2211c58562026f1cd8424072310149f1c1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/134a1522109c79525a27/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:093eecbb707ea599cc4210de6f739281f72de6f56534df29f77653fac1226a12 -size 28562 diff --git a/records/sd1/paper/134a1522109c79525a27/record.json b/records/sd1/paper/134a1522109c79525a27/record.json deleted file mode 100644 index 4d50c536abaedc0447b6e7c9f6e75e37377877e4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/134a1522109c79525a27/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "134a1522109c79525a27", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:00Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.1.proj_in", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.hi", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/62b8f11abec92f1fc417f8b7535b37f198563bdd3e3743c917e1ca762658dc6f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "62b8f11abec92f1fc417f8b7535b37f198563bdd3e3743c917e1ca762658dc6f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/135351a8fc514eeca063/measurements.json b/records/sd1/paper/135351a8fc514eeca063/measurements.json deleted file mode 100644 index ec787d0e98db09d67b54afcd0f47227aa89df092..0000000000000000000000000000000000000000 --- a/records/sd1/paper/135351a8fc514eeca063/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "135351a8fc514eeca063", - "values": { - "cosine_distance": { - "value": 0.053273, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.064858, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.039613, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.042543, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.053, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00384, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 9.287, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/135351a8fc514eeca063/output.webp b/records/sd1/paper/135351a8fc514eeca063/output.webp deleted file mode 100644 index 378ef64900396c3620b643e0a0c5eb0739ff20b4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/135351a8fc514eeca063/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:46a55013f2c1a63e32508e0201e7c40c27805440116114072c37ab0a2d60382c -size 26204 diff --git a/records/sd1/paper/135351a8fc514eeca063/record.json b/records/sd1/paper/135351a8fc514eeca063/record.json deleted file mode 100644 index 46452b69441a3de8f3b3c5b3e94807d5c8ed0aaf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/135351a8fc514eeca063/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "135351a8fc514eeca063", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:15Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.transformer_blocks.0.attn1.to_out.1", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.lo", - "kind": "self_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/1b6503c0f62eab8470440a214338bb27bebb2ecda265850d1a9c7687421b2f38.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "1b6503c0f62eab8470440a214338bb27bebb2ecda265850d1a9c7687421b2f38", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1355fcc732a24385d4d1/measurements.json b/records/sd1/paper/1355fcc732a24385d4d1/measurements.json deleted file mode 100644 index 1200ef723bcf1745854c5a80a33fd59ce2059338..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1355fcc732a24385d4d1/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1355fcc732a24385d4d1", - "values": { - "cosine_distance": { - "value": 0.164655, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.236351, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.181468, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.147114, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 68.638, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00968, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 14.892, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1355fcc732a24385d4d1/output.webp b/records/sd1/paper/1355fcc732a24385d4d1/output.webp deleted file mode 100644 index c7fd098766235f54141195ec4098d37f85696df9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1355fcc732a24385d4d1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a2d563e9d05258e58ba2be4cbed7569c19a56c335f6c626c87e79d7baafdf8dd -size 38518 diff --git a/records/sd1/paper/1355fcc732a24385d4d1/record.json b/records/sd1/paper/1355fcc732a24385d4d1/record.json deleted file mode 100644 index 20fbcbc130b34aa27bc4bc4b18184e6d5e0d3c0f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1355fcc732a24385d4d1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1355fcc732a24385d4d1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:55Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.1.transformer_blocks.0.ff.net.2", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.hi", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/9e2ee7b4eab7134157c9912175bef614663dabbc0c733ba38d2c628e73e1bb47.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "9e2ee7b4eab7134157c9912175bef614663dabbc0c733ba38d2c628e73e1bb47", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13701e5fb4049b197bd5/interpretations.jsonl b/records/sd1/paper/13701e5fb4049b197bd5/interpretations.jsonl deleted file mode 100644 index 2d35aa02a77b18b91b8352fb4eb5e9185e57dc02..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13701e5fb4049b197bd5/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "13701e5fb4049b197bd5"}, "kind": "caption", "value": "Colourful speckled noise with faint outline of a face wearing glasses", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:27:45Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "bff158690325505d"} -{"target": {"record": "13701e5fb4049b197bd5"}, "kind": "change", "value": "The clean portrait collapses into saturated colour static, with only a faint dark-line face and glasses still visible.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:27:45Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "d1335832e42c4f4c"} -{"target": {"record": "13701e5fb4049b197bd5"}, "kind": "keywords", "value": ["colour static", "noise", "ghost face", "glitch", "glasses"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:27:45Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "5c91f7ef7d39580e"} -{"target": {"record": "13701e5fb4049b197bd5"}, "kind": "effect_tags", "value": ["glitch", "saturated", "texture", "subject_lost", "degenerate", "abstract"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:27:45Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "43751c65ec749326"} diff --git a/records/sd1/paper/13701e5fb4049b197bd5/measurements.json b/records/sd1/paper/13701e5fb4049b197bd5/measurements.json deleted file mode 100644 index 80a33a79edb0e211abd06f91656e81e78a4ba91d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13701e5fb4049b197bd5/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "13701e5fb4049b197bd5", - "values": { - "cosine_distance": { - "value": 0.763537, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.81792, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.942045, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.542715, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 96.282, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.03017, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "clipped" - ] - }, - "mae_vs_baseline": { - "value": 100.128, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13701e5fb4049b197bd5/output.webp b/records/sd1/paper/13701e5fb4049b197bd5/output.webp deleted file mode 100644 index 3533513983196ad2c966bee0f84f69fc1ab8fa6a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13701e5fb4049b197bd5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e67e80933e494664d50abb16d21162036d8b77282b617a9cfdb7db81de2a3afb -size 92624 diff --git a/records/sd1/paper/13701e5fb4049b197bd5/record.json b/records/sd1/paper/13701e5fb4049b197bd5/record.json deleted file mode 100644 index cc438b1c1e8f069e3da830dbc84a2c9ed806c59d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13701e5fb4049b197bd5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "13701e5fb4049b197bd5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:49:47Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "time_embed.1", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "embed", - "kind": "time_embed", - "module_type": "SiLU", - "container": "Sequential", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "d5c46eaa4b33a3b46e48" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_2/images/57a5a1b7e8b069cde8f884b921610a48edf400a73a793e8b6be26c5a752914e0.png", - "batch_id": null, - "lookup_key": "57a5a1b7e8b069cde8f884b921610a48edf400a73a793e8b6be26c5a752914e0", - "type_path": "UNetModel.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13741699bbedcbaebd80/measurements.json b/records/sd1/paper/13741699bbedcbaebd80/measurements.json deleted file mode 100644 index c5eb0ffee9d72b436495e645561fd6422bb39986..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13741699bbedcbaebd80/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "13741699bbedcbaebd80", - "values": { - "cosine_distance": { - "value": 0.524163, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.543496, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.673397, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.322498, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 57.658, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00879, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 50.855, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13741699bbedcbaebd80/output.webp b/records/sd1/paper/13741699bbedcbaebd80/output.webp deleted file mode 100644 index 9814684f7875cfc995bdc945835e0b2df0dcf5f6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13741699bbedcbaebd80/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:88b018cde2b9985cdef9b205aaa7e922c70e93440004d391298781a78ff6e81b -size 32160 diff --git a/records/sd1/paper/13741699bbedcbaebd80/record.json b/records/sd1/paper/13741699bbedcbaebd80/record.json deleted file mode 100644 index 48d98d9e83566c617837cac2d5733f0b338b500d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13741699bbedcbaebd80/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "13741699bbedcbaebd80", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:59Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.transformer_blocks.0.attn1.to_out.1", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.mid", - "kind": "self_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/3707f26f3ada802dd9e42eac9ea511dae4093c9502cc2f48bfea1f31df0de57a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "3707f26f3ada802dd9e42eac9ea511dae4093c9502cc2f48bfea1f31df0de57a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1376746c6708ab5753e9/measurements.json b/records/sd1/paper/1376746c6708ab5753e9/measurements.json deleted file mode 100644 index d5e76eab1c719a875a1bceab45a590e52e6f697c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1376746c6708ab5753e9/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1376746c6708ab5753e9", - "values": { - "cosine_distance": { - "value": 0.08474, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.062302, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.018939, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.058469, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.265, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00626, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 10.214, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1376746c6708ab5753e9/output.webp b/records/sd1/paper/1376746c6708ab5753e9/output.webp deleted file mode 100644 index fded87cac41c59c2f7d1c52f9494c1d7387ec6d8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1376746c6708ab5753e9/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1e49de36e2121a0652d095d204678c4d8dcded4c16090cf3fd006db71213c1bf -size 26244 diff --git a/records/sd1/paper/1376746c6708ab5753e9/record.json b/records/sd1/paper/1376746c6708ab5753e9/record.json deleted file mode 100644 index cd7d561da5f492e5ca5645df680aadb75426861f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1376746c6708ab5753e9/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1376746c6708ab5753e9", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:31Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.2.0.out_layers.1", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/2985eddd7a1fbe4baf2a049293292970f2806be7f5ec76c249f71646377bfe83.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "2985eddd7a1fbe4baf2a049293292970f2806be7f5ec76c249f71646377bfe83", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1395025e0d55a57e5b5f/measurements.json b/records/sd1/paper/1395025e0d55a57e5b5f/measurements.json deleted file mode 100644 index 3c96df148c44fc7ce565db97af4027a446e22d26..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1395025e0d55a57e5b5f/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1395025e0d55a57e5b5f", - "values": { - "cosine_distance": { - "value": 0.083781, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.08474, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.052863, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.065168, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 70.307, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00686, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 11.33, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1395025e0d55a57e5b5f/output.webp b/records/sd1/paper/1395025e0d55a57e5b5f/output.webp deleted file mode 100644 index eb84eb08a6db0b6886fecf4ff81f211c77dcf736..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1395025e0d55a57e5b5f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:298b016c6547b6beaa8dd9ce699bf364ecb516f815ef4b7ca57b00491264b634 -size 28504 diff --git a/records/sd1/paper/1395025e0d55a57e5b5f/record.json b/records/sd1/paper/1395025e0d55a57e5b5f/record.json deleted file mode 100644 index 0e8ca87ebbff46eed52ffd927161542743e02a9a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1395025e0d55a57e5b5f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1395025e0d55a57e5b5f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:57Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.0.out_layers.2", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "Dropout", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/2bbfe59e6c155b246d0aee750ae60f25c2387cf64455d56da3613b505cd76481.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "2bbfe59e6c155b246d0aee750ae60f25c2387cf64455d56da3613b505cd76481", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13a3a6fac3e4065c70b1/measurements.json b/records/sd1/paper/13a3a6fac3e4065c70b1/measurements.json deleted file mode 100644 index 80de2a3b46c590adea74b538ba473b0437e9d47a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13a3a6fac3e4065c70b1/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "13a3a6fac3e4065c70b1", - "values": { - "cosine_distance": { - "value": 0.116101, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.105832, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.0852, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.099854, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 70.444, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00403, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 17.957, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13a3a6fac3e4065c70b1/output.webp b/records/sd1/paper/13a3a6fac3e4065c70b1/output.webp deleted file mode 100644 index 1d4b2e5e18bbca28586d26c8ecc67eda1834cb6f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13a3a6fac3e4065c70b1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b61046a8f182444504ee2da0025f9edde4a81fa22ba2a5e4222492ae83e218e1 -size 23184 diff --git a/records/sd1/paper/13a3a6fac3e4065c70b1/record.json b/records/sd1/paper/13a3a6fac3e4065c70b1/record.json deleted file mode 100644 index 2fc01782a49b7aeabca8cc2e36558d4be0a5c1af..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13a3a6fac3e4065c70b1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "13a3a6fac3e4065c70b1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:52Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.0.in_layers.2", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/d8837b638a16c509c45326a0e9b1e408ea3250993018e31ab84253b10da0e21a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "d8837b638a16c509c45326a0e9b1e408ea3250993018e31ab84253b10da0e21a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13a4db21c24150ed8ba7/measurements.json b/records/sd1/paper/13a4db21c24150ed8ba7/measurements.json deleted file mode 100644 index 7664dd46c3876e067a3ad437bc76c81aafd43e33..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13a4db21c24150ed8ba7/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "13a4db21c24150ed8ba7", - "values": { - "cosine_distance": { - "value": 0.067322, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.066434, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.039641, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.068376, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.03, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00373, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 10.481, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13a4db21c24150ed8ba7/output.webp b/records/sd1/paper/13a4db21c24150ed8ba7/output.webp deleted file mode 100644 index 01b9e040cea9f0e7c5840e746692e34931373683..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13a4db21c24150ed8ba7/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:50c2d5dea728eb625d3e3edc8787dd33f25c23e22abc1a347755859b6101c2b5 -size 27506 diff --git a/records/sd1/paper/13a4db21c24150ed8ba7/record.json b/records/sd1/paper/13a4db21c24150ed8ba7/record.json deleted file mode 100644 index 977b4eb912f516109203c6d5f8e7400f8cbcd126..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13a4db21c24150ed8ba7/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "13a4db21c24150ed8ba7", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:07Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.0.in_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/86f9f91cd981bbb79fe2616d3dc390c9b0c5b99f44d82a690b62635bff3ee136.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "86f9f91cd981bbb79fe2616d3dc390c9b0c5b99f44d82a690b62635bff3ee136", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13bf138442177d805226/measurements.json b/records/sd1/paper/13bf138442177d805226/measurements.json deleted file mode 100644 index 348ba97c98e4890ac2ffddc2a5562182df4af030..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13bf138442177d805226/measurements.json +++ /dev/null @@ -1,39 +0,0 @@ -{ - "record": "13bf138442177d805226", - "values": { - "std": { - "value": 56.824, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00204, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 93.913, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.734315, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.32104, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.345832, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13bf138442177d805226/output.webp b/records/sd1/paper/13bf138442177d805226/output.webp deleted file mode 100644 index c28b947534736374888e3e629e2fa1b30c1019be..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13bf138442177d805226/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:52c6350272c241ea16311deaac9f4a4d4dad5b317b569aa40439cc19e9f3ad52 -size 13400 diff --git a/records/sd1/paper/13bf138442177d805226/record.json b/records/sd1/paper/13bf138442177d805226/record.json deleted file mode 100644 index 753962143b0aa464557111cf69213f976db043e8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13bf138442177d805226/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "13bf138442177d805226", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:18Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 789, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.0.out_layers.2", - "op": "multiply", - "args": { - "scalar": 0.0 - }, - "group": "in.hi", - "kind": "res_branch", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero", - "module_type": "Dropout", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "9ab58e1a0f0fbdbe1b94" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_2_4_0.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/13d66864abd42cda77ea/measurements.json b/records/sd1/paper/13d66864abd42cda77ea/measurements.json deleted file mode 100644 index f615616ba40e581cf239ee4c5c4440a0a3faba44..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13d66864abd42cda77ea/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "13d66864abd42cda77ea", - "values": { - "cosine_distance": { - "value": 0.040474, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.028774, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.020318, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.064173, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.944, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00625, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 6.069, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13d66864abd42cda77ea/output.webp b/records/sd1/paper/13d66864abd42cda77ea/output.webp deleted file mode 100644 index 7863e0ceb258e73855a4c86d1473a3962a213688..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13d66864abd42cda77ea/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0fe6e51f84e4cd5130825690f9c274001f860a065711a748ccdefe177aabf940 -size 27688 diff --git a/records/sd1/paper/13d66864abd42cda77ea/record.json b/records/sd1/paper/13d66864abd42cda77ea/record.json deleted file mode 100644 index 6092560a9696a436f2389b55deb48a285d1d3103..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13d66864abd42cda77ea/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "13d66864abd42cda77ea", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:15Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.2.skip_connection", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "mid", - "kind": "skip", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/40229c322f5f6e265d762898ab46930b9fc41e81a79c1cf3be59600a1cf2198a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "40229c322f5f6e265d762898ab46930b9fc41e81a79c1cf3be59600a1cf2198a", - "type_path": "UNetModel.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13d982494b14399854a5/measurements.json b/records/sd1/paper/13d982494b14399854a5/measurements.json deleted file mode 100644 index a5185eb5885aca6f0ffd1c161437ca7e18c640a8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13d982494b14399854a5/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "13d982494b14399854a5", - "values": { - "cosine_distance": { - "value": 0.176882, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.252719, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.09117, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.104872, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 58.299, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00813, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 21.36, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13d982494b14399854a5/output.webp b/records/sd1/paper/13d982494b14399854a5/output.webp deleted file mode 100644 index 1cedc39fc6d105de81d65caff25d4ea74ea4c930..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13d982494b14399854a5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2bd99a03ecb06149c5183d08387fa66bbbfa68bb41eae66db0da91d3edaab3c9 -size 39124 diff --git a/records/sd1/paper/13d982494b14399854a5/record.json b/records/sd1/paper/13d982494b14399854a5/record.json deleted file mode 100644 index 657754f3b36de93111436e34f4c8f6c34f26dfd0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13d982494b14399854a5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "13d982494b14399854a5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:33:56Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.0.out_layers.3", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/265b8198a8bd90fc0a895e9423c566453b6034f3639b5cf0b9ed00073b9a3207.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "265b8198a8bd90fc0a895e9423c566453b6034f3639b5cf0b9ed00073b9a3207", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13df055121ed133c7de4/measurements.json b/records/sd1/paper/13df055121ed133c7de4/measurements.json deleted file mode 100644 index 5a8ec8a5f18b642476240597995a7189953f50ad..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13df055121ed133c7de4/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "13df055121ed133c7de4", - "values": { - "cosine_distance": { - "value": 0.603111, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.685094, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.873821, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.604871, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 44.371, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01677, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 52.957, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13df055121ed133c7de4/output.webp b/records/sd1/paper/13df055121ed133c7de4/output.webp deleted file mode 100644 index 5408ca7a7c8873f7dd52481d38967463d943339f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13df055121ed133c7de4/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:57dd55d9cdf93c541b78ce5813a6a3dd606e7e2b634f292298a7da144b0ea0e2 -size 24428 diff --git a/records/sd1/paper/13df055121ed133c7de4/record.json b/records/sd1/paper/13df055121ed133c7de4/record.json deleted file mode 100644 index 25bcb89a9aca6bf4414072d6472913a961bd3631..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13df055121ed133c7de4/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "13df055121ed133c7de4", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:28Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.0.out_layers.1", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/f3002a46394aba04240da4bc7d7c3ca7ef3965205d8ac7dea5f93845db4dfabd.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "f3002a46394aba04240da4bc7d7c3ca7ef3965205d8ac7dea5f93845db4dfabd", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13e7a31b2a4c682a2f70/interpretations.jsonl b/records/sd1/paper/13e7a31b2a4c682a2f70/interpretations.jsonl deleted file mode 100644 index 55d0e1ac3370e025ea8b0919563adcdf61ce5314..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13e7a31b2a4c682a2f70/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "13e7a31b2a4c682a2f70"}, "kind": "caption", "value": "Surreal figure with long auburn hair, stacked multiple faces and twisted fleshy limbs on pale blue", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:35:23Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "147f93e4efa713a6"} -{"target": {"record": "13e7a31b2a4c682a2f70"}, "kind": "change", "value": "The calm portrait becomes a grotesque surreal figure with repeated eyes and faces and melting, tangled body parts against a pale blue wall.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:35:23Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "443dd026e2dde824"} -{"target": {"record": "13e7a31b2a4c682a2f70"}, "kind": "keywords", "value": ["surreal body horror", "multiple faces", "melting figure", "distorted anatomy"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:35:23Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "9a7e941bf02c1608"} -{"target": {"record": "13e7a31b2a4c682a2f70"}, "kind": "effect_tags", "value": ["surreal", "distorted", "subject_kept", "new_composition", "colour_shift"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:35:23Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "47da28357bd27ca8"} diff --git a/records/sd1/paper/13e7a31b2a4c682a2f70/measurements.json b/records/sd1/paper/13e7a31b2a4c682a2f70/measurements.json deleted file mode 100644 index 20d10c385448a928e7bec8ed12529d98498f1883..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13e7a31b2a4c682a2f70/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "13e7a31b2a4c682a2f70", - "values": { - "cosine_distance": { - "value": 0.503854, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.546487, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.709589, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.398155, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.42, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00683, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 47.558, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13e7a31b2a4c682a2f70/output.webp b/records/sd1/paper/13e7a31b2a4c682a2f70/output.webp deleted file mode 100644 index 4e19437162779efee7667d1139199ecabfebbf9a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13e7a31b2a4c682a2f70/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:736c8965305049d919b48a177e1e4b322d8520e8422892dce4cca501f37d669b -size 25588 diff --git a/records/sd1/paper/13e7a31b2a4c682a2f70/record.json b/records/sd1/paper/13e7a31b2a4c682a2f70/record.json deleted file mode 100644 index c60e295394436126a10d9e45f50f0441f90682d0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13e7a31b2a4c682a2f70/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "13e7a31b2a4c682a2f70", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:14Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.norm", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "in.lo", - "kind": "norm", - "module_type": "GroupNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/2e81729325d583941c6e897635cb09e00b4e5e8857c6abd4858a6df22f20194d.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "2e81729325d583941c6e897635cb09e00b4e5e8857c6abd4858a6df22f20194d", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13ee7c067991070107dc/measurements.json b/records/sd1/paper/13ee7c067991070107dc/measurements.json deleted file mode 100644 index fa05baa823b0974780b625e69f344da3170f82d0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13ee7c067991070107dc/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "13ee7c067991070107dc", - "values": { - "cosine_distance": { - "value": 0.081755, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.092587, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.033901, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.076131, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.13, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00594, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 10.326, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13ee7c067991070107dc/output.webp b/records/sd1/paper/13ee7c067991070107dc/output.webp deleted file mode 100644 index 5fc38f90401de88d533d9866cc9403f4d233026b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13ee7c067991070107dc/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1fae2c08c992adee767921074046a66b03beea0cfddbc2f4dd990df9b7003d5a -size 27914 diff --git a/records/sd1/paper/13ee7c067991070107dc/record.json b/records/sd1/paper/13ee7c067991070107dc/record.json deleted file mode 100644 index 7eff5143e77d80b3736e200269cef5236c6dda73..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13ee7c067991070107dc/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "13ee7c067991070107dc", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:24Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.0.in_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/953838478f68f75c7368f636f1442ae49460dc2e4a1770ea2e9903fdc39e36df.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "953838478f68f75c7368f636f1442ae49460dc2e4a1770ea2e9903fdc39e36df", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13f7f24328978c2b4c7f/interpretations.jsonl b/records/sd1/paper/13f7f24328978c2b4c7f/interpretations.jsonl deleted file mode 100644 index f889ce2093acad766d59f97b848000f280d89a7d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13f7f24328978c2b4c7f/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "13f7f24328978c2b4c7f"}, "kind": "caption", "value": "Young woman with short dark bob in three-quarter view, muted vintage photo portrait", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:05Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "b0dfd84412eef840"} -{"target": {"record": "13f7f24328978c2b4c7f"}, "kind": "change", "value": "Almost no visible change.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:05Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "041c3aac92553cb3"} -{"target": {"record": "13f7f24328978c2b4c7f"}, "kind": "keywords", "value": ["portrait", "no change", "vintage photo"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:05Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1b02abe586b91a0e"} -{"target": {"record": "13f7f24328978c2b4c7f"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:05Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "40bcc6688841da11"} diff --git a/records/sd1/paper/13f7f24328978c2b4c7f/measurements.json b/records/sd1/paper/13f7f24328978c2b4c7f/measurements.json deleted file mode 100644 index ec45f56a9dd79f494ad1944bb741a63cc88a540a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13f7f24328978c2b4c7f/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "13f7f24328978c2b4c7f", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": -0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.432, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00645, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13f7f24328978c2b4c7f/output.webp b/records/sd1/paper/13f7f24328978c2b4c7f/output.webp deleted file mode 100644 index 2bab4746e60ee60542014a5a4795f9685c831c8e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13f7f24328978c2b4c7f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fa05a54229c507875fe1ebf77c01037b00d5f1218255c44f6ced287cd5115c3b -size 27634 diff --git a/records/sd1/paper/13f7f24328978c2b4c7f/record.json b/records/sd1/paper/13f7f24328978c2b4c7f/record.json deleted file mode 100644 index 2e37aa07a67c7d8f13793d4bf1125020b3c08b6b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13f7f24328978c2b4c7f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "13f7f24328978c2b4c7f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:43Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.10.0.h_upd", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/8891e82925d72c96edb49d8be05016e68a1fb95d97bd99d8be00ea560d165e65.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "8891e82925d72c96edb49d8be05016e68a1fb95d97bd99d8be00ea560d165e65", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13f8eda6d83caec77d96/measurements.json b/records/sd1/paper/13f8eda6d83caec77d96/measurements.json deleted file mode 100644 index 90c8e0e3275fea08f318427742f9410bbe0998ce..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13f8eda6d83caec77d96/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "13f8eda6d83caec77d96", - "values": { - "cosine_distance": { - "value": 0.258018, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.249196, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.155619, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.162194, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 73.815, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0069, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 25.169, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/13f8eda6d83caec77d96/output.webp b/records/sd1/paper/13f8eda6d83caec77d96/output.webp deleted file mode 100644 index fdbdb1e024f59448a9ad9eb0ebf7706606259eff..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13f8eda6d83caec77d96/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:ec186c32648296a0a280cb13a0785c3b5daad350e9b0887459f34fe97f4236d8 -size 27834 diff --git a/records/sd1/paper/13f8eda6d83caec77d96/record.json b/records/sd1/paper/13f8eda6d83caec77d96/record.json deleted file mode 100644 index bc5420155451c35b04121b227eb248197a781d29..0000000000000000000000000000000000000000 --- a/records/sd1/paper/13f8eda6d83caec77d96/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "13f8eda6d83caec77d96", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:28Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.2.0.in_layers.1", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/92ea610fae87bea7cd9f5fd7b9f858746e8abff53d62c4576dbbf81ab7a83f08.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "92ea610fae87bea7cd9f5fd7b9f858746e8abff53d62c4576dbbf81ab7a83f08", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14014a8749b95f4fec2d/interpretations.jsonl b/records/sd1/paper/14014a8749b95f4fec2d/interpretations.jsonl deleted file mode 100644 index c3407f0299dfe0abc4abda9eca1154ae3d274838..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14014a8749b95f4fec2d/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "14014a8749b95f4fec2d"}, "kind": "caption", "value": "Young woman with bob haircut and dark collared shirt in a three-quarter view against a soft grey backdrop", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:48:35Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "6f71ebe0e1f82d9c"} -{"target": {"record": "14014a8749b95f4fec2d"}, "kind": "change", "value": "The print border fades away into an even grey-green backdrop, and the face turns a little and looks more delicate; the pose and dark clothing stay the same.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:48:35Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "5216b6c2da668867"} -{"target": {"record": "14014a8749b95f4fec2d"}, "kind": "keywords", "value": ["portrait", "bob haircut", "grey backdrop", "faded border"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:48:35Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "143fd129b7865d79"} -{"target": {"record": "14014a8749b95f4fec2d"}, "kind": "effect_tags", "value": ["subject_kept", "framing", "subtle"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:48:35Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "6e12bfd02eda619d"} diff --git a/records/sd1/paper/14014a8749b95f4fec2d/measurements.json b/records/sd1/paper/14014a8749b95f4fec2d/measurements.json deleted file mode 100644 index ea841297898e07190e3f9444bdb8c2149bc0c1c5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14014a8749b95f4fec2d/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "14014a8749b95f4fec2d", - "values": { - "cosine_distance": { - "value": 0.156407, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.163695, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.068432, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.086524, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 69.902, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00443, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 21.783, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14014a8749b95f4fec2d/output.webp b/records/sd1/paper/14014a8749b95f4fec2d/output.webp deleted file mode 100644 index ddbd375e00aa9440d6ad762734cfd739f288dec9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14014a8749b95f4fec2d/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:59e2cbadedd23923cf3d91948d9fdfb48bc8af019d5f7d13f5e59bb9f3e160bf -size 29520 diff --git a/records/sd1/paper/14014a8749b95f4fec2d/record.json b/records/sd1/paper/14014a8749b95f4fec2d/record.json deleted file mode 100644 index 0cd038199534faa40d63a2ff3a0f945f00e978f3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14014a8749b95f4fec2d/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "14014a8749b95f4fec2d", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:14Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.2.out_layers.2", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "mid", - "kind": "res_branch", - "module_type": "Dropout", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/6eb1c7cc152e9f4cb871378a0855b363a5c129b7ec12ba46a379e73823412e88.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "6eb1c7cc152e9f4cb871378a0855b363a5c129b7ec12ba46a379e73823412e88", - "type_path": "UNetModel.TimestepEmbedSequential.ResBlock.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/141d831cbd8d08f017ec/interpretations.jsonl b/records/sd1/paper/141d831cbd8d08f017ec/interpretations.jsonl deleted file mode 100644 index 2108269ba2f00fd8cfbb30dda2ac25eb0ef73a2c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/141d831cbd8d08f017ec/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "141d831cbd8d08f017ec"}, "kind": "caption", "value": "Androgynous young person with swept-back dark hair and black collar against a grey-green backdrop", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:59:22Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a31dc5c213a5e951"} -{"target": {"record": "141d831cbd8d08f017ec"}, "kind": "change", "value": "The pose and palette hold, but the subject looks more androgynous, with a narrower face, swept-back hair and the photo border mostly gone, so the picture sits tighter in the frame.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:59:22Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0fa55671e748b9bc"} -{"target": {"record": "141d831cbd8d08f017ec"}, "kind": "keywords", "value": ["androgynous portrait", "identity change", "swept hair", "grey backdrop"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:59:22Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "7e028364743d6eb5"} -{"target": {"record": "141d831cbd8d08f017ec"}, "kind": "effect_tags", "value": ["subject_kept", "framing"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:59:22Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "9be5331a4bd19bde"} diff --git a/records/sd1/paper/141d831cbd8d08f017ec/measurements.json b/records/sd1/paper/141d831cbd8d08f017ec/measurements.json deleted file mode 100644 index 3fe0306d94941eb160bb2dd20a01e8b4973dbf20..0000000000000000000000000000000000000000 --- a/records/sd1/paper/141d831cbd8d08f017ec/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "141d831cbd8d08f017ec", - "values": { - "cosine_distance": { - "value": 0.09285, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.094289, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.047668, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.080701, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.633, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00362, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 11.865, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/141d831cbd8d08f017ec/output.webp b/records/sd1/paper/141d831cbd8d08f017ec/output.webp deleted file mode 100644 index 22866e3f40854b12693e08f495c1f4cb27d8c39f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/141d831cbd8d08f017ec/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:93ad057b3929f539be7788c5ed1310b47bfff28203f8649fdbb789dfa48092be -size 26992 diff --git a/records/sd1/paper/141d831cbd8d08f017ec/record.json b/records/sd1/paper/141d831cbd8d08f017ec/record.json deleted file mode 100644 index 52cd38fa49a2aa463b88c4a013f1a9e90b9c7fa0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/141d831cbd8d08f017ec/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "141d831cbd8d08f017ec", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:14Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.0.emb_layers.1", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Linear", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/c41a3ebcba558108548dd2eb3377d2dccf1f846d74678f7b573fcd4f607c177b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "c41a3ebcba558108548dd2eb3377d2dccf1f846d74678f7b573fcd4f607c177b", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1425bfb102d783c53f26/measurements.json b/records/sd1/paper/1425bfb102d783c53f26/measurements.json deleted file mode 100644 index f7523682f777e0c33f534a8b08a8f7beee0a3a4f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1425bfb102d783c53f26/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1425bfb102d783c53f26", - "values": { - "cosine_distance": { - "value": 0.069553, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.082547, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.041565, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.041318, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.664, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00452, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 11.475, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1425bfb102d783c53f26/output.webp b/records/sd1/paper/1425bfb102d783c53f26/output.webp deleted file mode 100644 index db71c9386c6795b81dd0c769327796cb9c181771..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1425bfb102d783c53f26/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9036a321e79eec3cc46b7216cde98a8a9cf82f8693cd130aeeaf5531054c8655 -size 28546 diff --git a/records/sd1/paper/1425bfb102d783c53f26/record.json b/records/sd1/paper/1425bfb102d783c53f26/record.json deleted file mode 100644 index 2a32c6bee3fe49755f4ff72fe797d6ca6cf692b4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1425bfb102d783c53f26/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1425bfb102d783c53f26", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:22Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.transformer_blocks.0.attn1.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.hi", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/80066e5e816aea68b8d830cf28c2c4bc57e95ea85a3397e504e028d92e5e1b87.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "80066e5e816aea68b8d830cf28c2c4bc57e95ea85a3397e504e028d92e5e1b87", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/142b7bd3010d6b94a911/measurements.json b/records/sd1/paper/142b7bd3010d6b94a911/measurements.json deleted file mode 100644 index 384fe725c0e20a0c15a8a257f3aa1e413010d7b7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/142b7bd3010d6b94a911/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "142b7bd3010d6b94a911", - "values": { - "cosine_distance": { - "value": 0.056674, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.044416, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.032726, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.068515, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.255, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00622, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 8.849, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/142b7bd3010d6b94a911/output.webp b/records/sd1/paper/142b7bd3010d6b94a911/output.webp deleted file mode 100644 index 1f8e542701c636d54f8091a0555a45a3b1ef43f4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/142b7bd3010d6b94a911/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:199165428d69573d4e950eec641101ad326fe962bd5d8a77e4aa1fe7a1160989 -size 28236 diff --git a/records/sd1/paper/142b7bd3010d6b94a911/record.json b/records/sd1/paper/142b7bd3010d6b94a911/record.json deleted file mode 100644 index ad4fa0ba7ec367ff45ec06ce51db77c90d0fcee2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/142b7bd3010d6b94a911/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "142b7bd3010d6b94a911", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:38Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.transformer_blocks.0.attn2.to_out.1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.hi", - "kind": "cross_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/d08bda2aa49af3f2713438a05650ae8e6326fbbfcdf8cd49d0774b2cd1f96c9b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "d08bda2aa49af3f2713438a05650ae8e6326fbbfcdf8cd49d0774b2cd1f96c9b", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/143a6c47aae6daaf45bf/measurements.json b/records/sd1/paper/143a6c47aae6daaf45bf/measurements.json deleted file mode 100644 index bf5d38ac57d549e6fe0199bb8f4be567575196c0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/143a6c47aae6daaf45bf/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "143a6c47aae6daaf45bf", - "values": { - "cosine_distance": { - "value": 0.197353, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.229547, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.155755, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.169364, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 49.649, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00519, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 26.408, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/143a6c47aae6daaf45bf/output.webp b/records/sd1/paper/143a6c47aae6daaf45bf/output.webp deleted file mode 100644 index faf891fb9cd8e7733ade4392c41cd1490b573c28..0000000000000000000000000000000000000000 --- a/records/sd1/paper/143a6c47aae6daaf45bf/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:acdcec555005f83cf6b37b16ea418fb457556dfe0ad63e66fd05dc2c1644d250 -size 20476 diff --git a/records/sd1/paper/143a6c47aae6daaf45bf/record.json b/records/sd1/paper/143a6c47aae6daaf45bf/record.json deleted file mode 100644 index 37b005375538a585537f2759cd86e4c3ac59d3a8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/143a6c47aae6daaf45bf/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "143a6c47aae6daaf45bf", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:26Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.transformer_blocks.0.ff.net.2", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.lo", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/0edf03309bb850f4e4ec1c487ac39e136ce6a68fa6d91fe68e0d3f30c482bb9a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "0edf03309bb850f4e4ec1c487ac39e136ce6a68fa6d91fe68e0d3f30c482bb9a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/143f97da134db6aee96f/measurements.json b/records/sd1/paper/143f97da134db6aee96f/measurements.json deleted file mode 100644 index fe8ef9e87c574b8be1460f4130efb02a126b1d66..0000000000000000000000000000000000000000 --- a/records/sd1/paper/143f97da134db6aee96f/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "143f97da134db6aee96f", - "values": { - "cosine_distance": { - "value": 0.092309, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.086022, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.033828, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.079295, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.908, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00636, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 11.348, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/143f97da134db6aee96f/output.webp b/records/sd1/paper/143f97da134db6aee96f/output.webp deleted file mode 100644 index 8c2650a7dc6d9222d984f88fef6cc7e2200a227b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/143f97da134db6aee96f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:929038e185cdc3c759c303d0f504bf7f9aa886fe789d3910eb7b9bd63e978053 -size 27974 diff --git a/records/sd1/paper/143f97da134db6aee96f/record.json b/records/sd1/paper/143f97da134db6aee96f/record.json deleted file mode 100644 index 9ff394ef9ee922c90c96ac4e2d523325a128f11c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/143f97da134db6aee96f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "143f97da134db6aee96f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:41Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.0.0.in_layers.0", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/3edf26c4b61d1a10dee05d3dc758a8678bc18a947306ba5c4ecdb3df92a8e9bc.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "3edf26c4b61d1a10dee05d3dc758a8678bc18a947306ba5c4ecdb3df92a8e9bc", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/144018de02b6d552dabd/interpretations.jsonl b/records/sd1/paper/144018de02b6d552dabd/interpretations.jsonl deleted file mode 100644 index f280fa2a0d1a28dbd2ca4f8e4f291f667a54bf63..0000000000000000000000000000000000000000 --- a/records/sd1/paper/144018de02b6d552dabd/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "144018de02b6d552dabd"}, "kind": "caption", "value": "Vintage portrait of an androgynous young person with a longer face and dark bob", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:50:47Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "363b58e503651551"} -{"target": {"record": "144018de02b6d552dabd"}, "kind": "change", "value": "The face becomes longer and more androgynous with a flatter expression, while the composition, frame and palette stay the same.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:50:47Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ee2b5561029619e5"} -{"target": {"record": "144018de02b6d552dabd"}, "kind": "keywords", "value": ["androgynous", "face change", "portrait", "vintage photo"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:50:47Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "f153fdc4730ae7fa"} -{"target": {"record": "144018de02b6d552dabd"}, "kind": "effect_tags", "value": ["subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:50:47Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a176b4445705d3b4"} diff --git a/records/sd1/paper/144018de02b6d552dabd/measurements.json b/records/sd1/paper/144018de02b6d552dabd/measurements.json deleted file mode 100644 index f09616cfa628ffd0ec509ad0350023528bb0d438..0000000000000000000000000000000000000000 --- a/records/sd1/paper/144018de02b6d552dabd/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "144018de02b6d552dabd", - "values": { - "cosine_distance": { - "value": 0.095858, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.074155, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.060967, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.07622, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.388, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00597, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 12.564, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/144018de02b6d552dabd/output.webp b/records/sd1/paper/144018de02b6d552dabd/output.webp deleted file mode 100644 index 6b254e2e0ed1d64f4489e0b4e2ff565835bd7efb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/144018de02b6d552dabd/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4277e8319778a56bb279dba15c39bfdb55690457656ca6a8abb82eb50ef86e82 -size 30182 diff --git a/records/sd1/paper/144018de02b6d552dabd/record.json b/records/sd1/paper/144018de02b6d552dabd/record.json deleted file mode 100644 index 7b02c544ebac51989f7ae83dee83906a1111f3ed..0000000000000000000000000000000000000000 --- a/records/sd1/paper/144018de02b6d552dabd/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "144018de02b6d552dabd", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:25Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.attn1.to_out.0", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/845e796aac6b0584d1931b85205a5cdf1f93ac9fa6cbe186c9742ca3c11e9d3e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "845e796aac6b0584d1931b85205a5cdf1f93ac9fa6cbe186c9742ca3c11e9d3e", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1458ab79c865121c370d/measurements.json b/records/sd1/paper/1458ab79c865121c370d/measurements.json deleted file mode 100644 index 587cedaab84dac98f776ed8de26095396a324ae7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1458ab79c865121c370d/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1458ab79c865121c370d", - "values": { - "cosine_distance": { - "value": 0.172863, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.195593, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.121585, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.134695, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.788, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00461, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 18.874, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1458ab79c865121c370d/output.webp b/records/sd1/paper/1458ab79c865121c370d/output.webp deleted file mode 100644 index a593188f9b6ce520f2f95a6b158126b4abc13f1a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1458ab79c865121c370d/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f9b081ba77d3c84408d3bbb1dc803a05cc916ff4da8376b0d37e3f343a58f9e6 -size 25536 diff --git a/records/sd1/paper/1458ab79c865121c370d/record.json b/records/sd1/paper/1458ab79c865121c370d/record.json deleted file mode 100644 index 3dbe80f0d8624a0d856ef583103e773d0a78530e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1458ab79c865121c370d/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1458ab79c865121c370d", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:11Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.transformer_blocks.0.attn1.to_q", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.lo", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/8f34c6145b4af6cfc2140464e59652c7c39f2e655822944581a4e763e4f7d86b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "8f34c6145b4af6cfc2140464e59652c7c39f2e655822944581a4e763e4f7d86b", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1467e35aea25e5f860be/measurements.json b/records/sd1/paper/1467e35aea25e5f860be/measurements.json deleted file mode 100644 index f79e260864810f0cd4d393dce2971fd05cfd620f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1467e35aea25e5f860be/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1467e35aea25e5f860be", - "values": { - "cosine_distance": { - "value": 0.014401, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.011225, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.009133, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.012532, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.024, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00613, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.539, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1467e35aea25e5f860be/output.webp b/records/sd1/paper/1467e35aea25e5f860be/output.webp deleted file mode 100644 index 386c8c729c45f62001abb1b77a900a5a991da619..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1467e35aea25e5f860be/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:cf48df729ab99965440cf79dfc25c6d4280c99cddc0b5fa1a6e0a6a9a03727a2 -size 28384 diff --git a/records/sd1/paper/1467e35aea25e5f860be/record.json b/records/sd1/paper/1467e35aea25e5f860be/record.json deleted file mode 100644 index ee51415cd4305afedca8f67cbaa502af75d030d6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1467e35aea25e5f860be/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1467e35aea25e5f860be", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:59Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.norm1", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.lo", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/2747d3aedcc5bc1e72a834baafbc2c31e225fb498fef3f45c7743a0ff0feaffa.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "2747d3aedcc5bc1e72a834baafbc2c31e225fb498fef3f45c7743a0ff0feaffa", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/146f02d235e79595b79f/measurements.json b/records/sd1/paper/146f02d235e79595b79f/measurements.json deleted file mode 100644 index 5c60957d55efde3175547f57394f01ecb68e4a69..0000000000000000000000000000000000000000 --- a/records/sd1/paper/146f02d235e79595b79f/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "146f02d235e79595b79f", - "values": { - "cosine_distance": { - "value": 0.09866, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.087813, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.04538, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.068951, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.42, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00595, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 12.945, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/146f02d235e79595b79f/output.webp b/records/sd1/paper/146f02d235e79595b79f/output.webp deleted file mode 100644 index e92dbae27df79da29d365cc9f60b6ec34fca4f1d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/146f02d235e79595b79f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:82881782ebb59db966afd698be90d2a30994ddf6c5e33f59797ea699848caffe -size 25438 diff --git a/records/sd1/paper/146f02d235e79595b79f/record.json b/records/sd1/paper/146f02d235e79595b79f/record.json deleted file mode 100644 index af9569f345a784d7c0ecd4755b01405f55da6d2d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/146f02d235e79595b79f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "146f02d235e79595b79f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:40Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.1.transformer_blocks.0.norm3", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "in.lo", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/1017daab4c5621f4cc71642360cf6fd807a21188219d397abfe4036e067148e6.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "1017daab4c5621f4cc71642360cf6fd807a21188219d397abfe4036e067148e6", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14890f4bdb5225b40260/measurements.json b/records/sd1/paper/14890f4bdb5225b40260/measurements.json deleted file mode 100644 index 1a906c73269766acc8ed5ef5a6cb91bee8e9accf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14890f4bdb5225b40260/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "14890f4bdb5225b40260", - "values": { - "cosine_distance": { - "value": 0.347235, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.503833, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.519541, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.353622, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 74.798, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01631, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 34.874, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14890f4bdb5225b40260/output.webp b/records/sd1/paper/14890f4bdb5225b40260/output.webp deleted file mode 100644 index 964639bc0f31dff1354f4998dd5251bdbba63ff9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14890f4bdb5225b40260/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:22260bcdff31ccce141616e561d3df81ae290f8cf006f461e94d634dd28ee7f7 -size 52102 diff --git a/records/sd1/paper/14890f4bdb5225b40260/record.json b/records/sd1/paper/14890f4bdb5225b40260/record.json deleted file mode 100644 index e74454a15ec25a96d1205ed432fb49f5822188d3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14890f4bdb5225b40260/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "14890f4bdb5225b40260", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:41Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.1.transformer_blocks.0.attn1.to_out.1", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.mid", - "kind": "self_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/2c6629c0753674fc7917e3013a64752fbd0d9e2cbfc42a8c0d38f5a60b6cfdbf.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "2c6629c0753674fc7917e3013a64752fbd0d9e2cbfc42a8c0d38f5a60b6cfdbf", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1495604a9855af108422/measurements.json b/records/sd1/paper/1495604a9855af108422/measurements.json deleted file mode 100644 index cf377059fa92dd1b1b19c594ad48157dc19d659f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1495604a9855af108422/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1495604a9855af108422", - "values": { - "std": { - "value": 26.523, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.08594, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 32.091, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.574221, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.343567, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.123599, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1495604a9855af108422/output.webp b/records/sd1/paper/1495604a9855af108422/output.webp deleted file mode 100644 index 468cf8da59da636f132aef2c27fe47f4eed27808..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1495604a9855af108422/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9ce000d0595dbfa7d8801f6235f0a547d03feb807aac853797263bb58a5a6f74 -size 48146 diff --git a/records/sd1/paper/1495604a9855af108422/record.json b/records/sd1/paper/1495604a9855af108422/record.json deleted file mode 100644 index 1e45a68c492ab36d21f4f9da62abcc289099a0de..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1495604a9855af108422/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1495604a9855af108422", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:20:53Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "unicorn", - "prompt_key": "f6af7152b80f28f6" - }, - "bends": [ - { - "path": "input_blocks.1.0.out_layers.2", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.hi", - "kind": "res_branch", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "Dropout", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "77d8a524e7f761ddc4f4" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_2_5_2.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1497f59bd4057c594caa/measurements.json b/records/sd1/paper/1497f59bd4057c594caa/measurements.json deleted file mode 100644 index d1e0c0cbf20b608d578f6314b56cf300fc62f498..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1497f59bd4057c594caa/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1497f59bd4057c594caa", - "values": { - "std": { - "value": 76.277, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.02082, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 80.185, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.857336, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.781315, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.244637, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1497f59bd4057c594caa/output.webp b/records/sd1/paper/1497f59bd4057c594caa/output.webp deleted file mode 100644 index 4b5f1cc921b525a3d5c189c225dd5b73616cba0f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1497f59bd4057c594caa/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9f17d93b379ba046aad339923d96e9e11e48faa301e6990e83cbf4ad3196f99a -size 81072 diff --git a/records/sd1/paper/1497f59bd4057c594caa/record.json b/records/sd1/paper/1497f59bd4057c594caa/record.json deleted file mode 100644 index c452eb6f5baf6604de97f37efcc07d6d38567399..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1497f59bd4057c594caa/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1497f59bd4057c594caa", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:21:10Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "a floating orb", - "prompt_key": "fb15f7e4e0ae60c7" - }, - "bends": [ - { - "path": "input_blocks.2.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 0.0 - }, - "group": "in.hi", - "kind": "skip", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero", - "module_type": "Identity", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "103400deb9b8bb4de6ea" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_3_6_0.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/149de9e2bd5fa16f0090/measurements.json b/records/sd1/paper/149de9e2bd5fa16f0090/measurements.json deleted file mode 100644 index 319fe63dcc8c9fb6ab508417a6fe2da6dd4bef4c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/149de9e2bd5fa16f0090/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "149de9e2bd5fa16f0090", - "values": { - "cosine_distance": { - "value": 0.105702, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.118793, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.067023, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.120021, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.766, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00367, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 13.904, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/149de9e2bd5fa16f0090/output.webp b/records/sd1/paper/149de9e2bd5fa16f0090/output.webp deleted file mode 100644 index 93fe8a3777c50f3f20887fe4e6931c4797705c8a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/149de9e2bd5fa16f0090/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2fa21c58bc06026669d059032c96c3c885a8cc23b611d3196ba54f545bdbca4c -size 32716 diff --git a/records/sd1/paper/149de9e2bd5fa16f0090/record.json b/records/sd1/paper/149de9e2bd5fa16f0090/record.json deleted file mode 100644 index 8a599c05258abd71f215c1a93d29da184270c41d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/149de9e2bd5fa16f0090/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "149de9e2bd5fa16f0090", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:06Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.1.proj_in", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.mid", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/0c87a89286d39c142106edd96d55ba2d61da9aba69af482ccb31f948f2dfe44c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "0c87a89286d39c142106edd96d55ba2d61da9aba69af482ccb31f948f2dfe44c", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14a6dac014ac22f6ab94/measurements.json b/records/sd1/paper/14a6dac014ac22f6ab94/measurements.json deleted file mode 100644 index cf764bd4a9cc47561005d8660dcc2abbf8f245ac..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14a6dac014ac22f6ab94/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "14a6dac014ac22f6ab94", - "values": { - "cosine_distance": { - "value": 0.007717, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.016115, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.008288, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.009115, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.334, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00631, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.179, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14a6dac014ac22f6ab94/output.webp b/records/sd1/paper/14a6dac014ac22f6ab94/output.webp deleted file mode 100644 index 218a5104196b356b0bd20e11e7299197a6b3ab12..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14a6dac014ac22f6ab94/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:92a156124edc39cf62035e8fcd28dc28d347022f3cd02e3c8b6085710b681874 -size 26638 diff --git a/records/sd1/paper/14a6dac014ac22f6ab94/record.json b/records/sd1/paper/14a6dac014ac22f6ab94/record.json deleted file mode 100644 index b435a5173ccf4dfb0c595aece593d0343ff4592f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14a6dac014ac22f6ab94/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "14a6dac014ac22f6ab94", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:37Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.11.1.transformer_blocks.0.attn2.to_out.0", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.hi", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/e6c74b7bf1c803da23d8e37bbb16cf6dc1860ffa548502f8e64a94dbe2355984.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e6c74b7bf1c803da23d8e37bbb16cf6dc1860ffa548502f8e64a94dbe2355984", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14a80e53147c28f9a1f1/measurements.json b/records/sd1/paper/14a80e53147c28f9a1f1/measurements.json deleted file mode 100644 index fa69b8642d7efa19af37ac46c3a3db7fb505b620..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14a80e53147c28f9a1f1/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "14a80e53147c28f9a1f1", - "values": { - "cosine_distance": { - "value": 0.43207, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.426282, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.278716, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.154071, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.417, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00551, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 47.326, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14a80e53147c28f9a1f1/output.webp b/records/sd1/paper/14a80e53147c28f9a1f1/output.webp deleted file mode 100644 index 8be04dbd74f8112c8bf785f77264ffea87c53108..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14a80e53147c28f9a1f1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c3f4459b965e1b2d91cb392f58c58d272b8c0848258c72aa534cdb90543de7c8 -size 33636 diff --git a/records/sd1/paper/14a80e53147c28f9a1f1/record.json b/records/sd1/paper/14a80e53147c28f9a1f1/record.json deleted file mode 100644 index 80e82104ca58860ce5df96b651120e9462ff4fa9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14a80e53147c28f9a1f1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "14a80e53147c28f9a1f1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:29Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.0.out_layers.3", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/8657238fe383c4b06a819606fdd91718c7a67d7bd460946bc36861ab91bed9a8.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "8657238fe383c4b06a819606fdd91718c7a67d7bd460946bc36861ab91bed9a8", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14b18e7455d7954c70a1/measurements.json b/records/sd1/paper/14b18e7455d7954c70a1/measurements.json deleted file mode 100644 index c684b12b77d389c0a712e40d824d58ccc98f3156..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14b18e7455d7954c70a1/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "14b18e7455d7954c70a1", - "values": { - "cosine_distance": { - "value": 0.248004, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.265628, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.198533, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.162627, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.523, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01025, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 28.731, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14b18e7455d7954c70a1/output.webp b/records/sd1/paper/14b18e7455d7954c70a1/output.webp deleted file mode 100644 index f4fa4523e328ed486f3a52c88be977b079387311..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14b18e7455d7954c70a1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6aa621afdfe420248297f34d2d1c76d775ed45c7e610649e00bca6f5e3fb41db -size 37260 diff --git a/records/sd1/paper/14b18e7455d7954c70a1/record.json b/records/sd1/paper/14b18e7455d7954c70a1/record.json deleted file mode 100644 index a52374407b730031ee61c1962421ebe1b236895f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14b18e7455d7954c70a1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "14b18e7455d7954c70a1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:39Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.transformer_blocks.0.norm1", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.mid", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/c6f3789ee7a8d4c7b3a0a02468394f9fc96121a5808ed77f398c248ec20bc1b3.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "c6f3789ee7a8d4c7b3a0a02468394f9fc96121a5808ed77f398c248ec20bc1b3", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14b60f441f4b9282c9d4/measurements.json b/records/sd1/paper/14b60f441f4b9282c9d4/measurements.json deleted file mode 100644 index a49a7c6d56744ba4f783036226704ec0875f825b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14b60f441f4b9282c9d4/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "14b60f441f4b9282c9d4", - "values": { - "cosine_distance": { - "value": 0.005249, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0036, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.001459, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.00211, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.531, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00639, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.848, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14b60f441f4b9282c9d4/output.webp b/records/sd1/paper/14b60f441f4b9282c9d4/output.webp deleted file mode 100644 index 6920b79a1b94c09ff25add2f4200b3d429724c05..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14b60f441f4b9282c9d4/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b95cbfde0520e43462600454318e8b120a1e507640b134e3f4a61205606cb827 -size 27796 diff --git a/records/sd1/paper/14b60f441f4b9282c9d4/record.json b/records/sd1/paper/14b60f441f4b9282c9d4/record.json deleted file mode 100644 index b6ed39cc73202d0d57f565b57096ccafd4a67ac0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14b60f441f4b9282c9d4/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "14b60f441f4b9282c9d4", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:19Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.transformer_blocks.0.attn2.to_q", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "in.lo", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/329c1feca14f221557370c38f85312ff10a1a43f9a0bdcd53b41f7f97c1896e0.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "329c1feca14f221557370c38f85312ff10a1a43f9a0bdcd53b41f7f97c1896e0", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14c1df026f722b149989/measurements.json b/records/sd1/paper/14c1df026f722b149989/measurements.json deleted file mode 100644 index 7f4500bad5cf8958dec4d1a3c071251d23e70ed0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14c1df026f722b149989/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "14c1df026f722b149989", - "values": { - "cosine_distance": { - "value": 0.289229, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.310496, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.213567, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.240315, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 61.801, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00638, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 37.181, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14c1df026f722b149989/output.webp b/records/sd1/paper/14c1df026f722b149989/output.webp deleted file mode 100644 index 8b294f1629a0fdd288bdeb2d118008e079c91500..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14c1df026f722b149989/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1917a2565af77b9f6d53f3df54ca8b3e938fda50ac986bd68c8f4495d266bfa7 -size 31404 diff --git a/records/sd1/paper/14c1df026f722b149989/record.json b/records/sd1/paper/14c1df026f722b149989/record.json deleted file mode 100644 index f0b103fa19cd1d29be64531f69a2f5de21581a6b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14c1df026f722b149989/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "14c1df026f722b149989", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:03Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.1.transformer_blocks.0.attn1.to_k", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.lo", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/944b6878e43adac67c7617cbcc5c59ba9c913522c7a4f4f37737bbb3d225862a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "944b6878e43adac67c7617cbcc5c59ba9c913522c7a4f4f37737bbb3d225862a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14c43371b8f5fc32fa67/interpretations.jsonl b/records/sd1/paper/14c43371b8f5fc32fa67/interpretations.jsonl deleted file mode 100644 index 8ce010436250945879256ef0888b7a11c03c81a4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14c43371b8f5fc32fa67/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "14c43371b8f5fc32fa67"}, "kind": "caption", "value": "Short-haired woman with slightly heavier features, same grey-green studio portrait", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:04:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c15a8b30efe9044f"} -{"target": {"record": "14c43371b8f5fc32fa67"}, "kind": "change", "value": "There is little change: the facial features thicken slightly while pose, palette and lighting stay the same.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:04:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "f00f563b2693d49b"} -{"target": {"record": "14c43371b8f5fc32fa67"}, "kind": "keywords", "value": ["portrait", "minor variation", "facial features"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:04:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "5cff01b5684d1932"} -{"target": {"record": "14c43371b8f5fc32fa67"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:04:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "e028c9a2642a8c05"} diff --git a/records/sd1/paper/14c43371b8f5fc32fa67/measurements.json b/records/sd1/paper/14c43371b8f5fc32fa67/measurements.json deleted file mode 100644 index 406b52dce8907930371c2a1ae4ee14ab1ef7483c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14c43371b8f5fc32fa67/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "14c43371b8f5fc32fa67", - "values": { - "cosine_distance": { - "value": 0.05686, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.048339, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.031552, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.087292, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.536, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00503, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 9.333, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14c43371b8f5fc32fa67/output.webp b/records/sd1/paper/14c43371b8f5fc32fa67/output.webp deleted file mode 100644 index 633b53933b1f23351e3dd3529ecce2ecf34e31b8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14c43371b8f5fc32fa67/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b4cd4aa96228111ae8cabab592b9756b04ba88fad001b8de9760df23aa82c982 -size 27276 diff --git a/records/sd1/paper/14c43371b8f5fc32fa67/record.json b/records/sd1/paper/14c43371b8f5fc32fa67/record.json deleted file mode 100644 index be053e7a55e4e5eb31fa521810b85c4cd5bd57a3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14c43371b8f5fc32fa67/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "14c43371b8f5fc32fa67", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:00Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.0.emb_layers.1", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "Linear", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/a70398b020c133bc6bf4a87f77132ff2d67c357653d02c5cdb535e310fcbaba7.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "a70398b020c133bc6bf4a87f77132ff2d67c357653d02c5cdb535e310fcbaba7", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14c7abb67fb8358bdf9f/measurements.json b/records/sd1/paper/14c7abb67fb8358bdf9f/measurements.json deleted file mode 100644 index 7c9fb167caeda3ec78adecc0d2add2d20590a23b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14c7abb67fb8358bdf9f/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "14c7abb67fb8358bdf9f", - "values": { - "cosine_distance": { - "value": 0.121698, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.122844, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.064992, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.06919, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.092, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00418, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 15.949, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14c7abb67fb8358bdf9f/output.webp b/records/sd1/paper/14c7abb67fb8358bdf9f/output.webp deleted file mode 100644 index 09989b0d59780c4688156c6d03e6eb8558556986..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14c7abb67fb8358bdf9f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f6b6be6eb111155812de8309afa4f78efe4acd8f93c300552a0d26e463c5cc81 -size 30200 diff --git a/records/sd1/paper/14c7abb67fb8358bdf9f/record.json b/records/sd1/paper/14c7abb67fb8358bdf9f/record.json deleted file mode 100644 index 143ddc1f6cbe3d8357e2b23cc2cd032e2cb665a7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14c7abb67fb8358bdf9f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "14c7abb67fb8358bdf9f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:55Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.10.0.emb_layers.0", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/ad5cee27de97a222fed4f29529d94c19b003727b8f61562ece917a27e1a356b3.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "ad5cee27de97a222fed4f29529d94c19b003727b8f61562ece917a27e1a356b3", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14cd28bacb8ac49ba178/measurements.json b/records/sd1/paper/14cd28bacb8ac49ba178/measurements.json deleted file mode 100644 index 615e1cda9429a95e095812b863ff7a6277369fa8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14cd28bacb8ac49ba178/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "14cd28bacb8ac49ba178", - "values": { - "cosine_distance": { - "value": 0.114629, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.114369, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.049711, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.044079, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 69.88, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00591, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 16.297, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14cd28bacb8ac49ba178/output.webp b/records/sd1/paper/14cd28bacb8ac49ba178/output.webp deleted file mode 100644 index dcd1a677057e3485c8b2cb179643603095ae76ee..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14cd28bacb8ac49ba178/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2d8760d70e5767cda10ed5fc458d5424e3ee192fe374cdfee4eca34f18aa60bf -size 27210 diff --git a/records/sd1/paper/14cd28bacb8ac49ba178/record.json b/records/sd1/paper/14cd28bacb8ac49ba178/record.json deleted file mode 100644 index 2e5052be573fc1a6e76df0b720096e0a745634ab..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14cd28bacb8ac49ba178/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "14cd28bacb8ac49ba178", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:19Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.0.emb_layers.1", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "Linear", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/6e4caad40ee0278fceb541f3c6f0f73e66e2575ea6789c421967c2bc077f746e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "6e4caad40ee0278fceb541f3c6f0f73e66e2575ea6789c421967c2bc077f746e", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14d5b3c0ab67b128d47b/measurements.json b/records/sd1/paper/14d5b3c0ab67b128d47b/measurements.json deleted file mode 100644 index c2f3ba6748e6f752351d956d39307641fbcd8210..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14d5b3c0ab67b128d47b/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "14d5b3c0ab67b128d47b", - "values": { - "cosine_distance": { - "value": 0.168301, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.14593, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.083357, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.094474, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.143, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00621, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 18.405, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14d5b3c0ab67b128d47b/output.webp b/records/sd1/paper/14d5b3c0ab67b128d47b/output.webp deleted file mode 100644 index 24d468a15754559e4301b6dc29be7da0b9fddb18..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14d5b3c0ab67b128d47b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1704ffd1260e8e712caac56aae275e264c38c8061ffc70695d90a78116bf40d7 -size 21716 diff --git a/records/sd1/paper/14d5b3c0ab67b128d47b/record.json b/records/sd1/paper/14d5b3c0ab67b128d47b/record.json deleted file mode 100644 index e3cea275f29a40926129ffb3af596cc5a40f043e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14d5b3c0ab67b128d47b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "14d5b3c0ab67b128d47b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:17Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.transformer_blocks.0.attn1.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.lo", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/2ee7300cbc314b931e4f5264596dc2af30f685adb2c3485955aa9c8ef82a73f0.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "2ee7300cbc314b931e4f5264596dc2af30f685adb2c3485955aa9c8ef82a73f0", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14edd4132d1103fb810b/measurements.json b/records/sd1/paper/14edd4132d1103fb810b/measurements.json deleted file mode 100644 index 9c377aad20d29a34df2c636f502772f563fd0419..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14edd4132d1103fb810b/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "14edd4132d1103fb810b", - "values": { - "cosine_distance": { - "value": 0.046618, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.043261, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.012794, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.033803, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.558, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00639, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 6.955, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14edd4132d1103fb810b/output.webp b/records/sd1/paper/14edd4132d1103fb810b/output.webp deleted file mode 100644 index 0e08a9bf8d8343fb715c79462b367dc51ff8889e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14edd4132d1103fb810b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2b0f3a21b6e1e0263450c4bfe73a6e28660275a31256ebda1ae76f7487c15ae0 -size 24870 diff --git a/records/sd1/paper/14edd4132d1103fb810b/record.json b/records/sd1/paper/14edd4132d1103fb810b/record.json deleted file mode 100644 index 11044d153882d53a5e2e38c052700b135f9ad94b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14edd4132d1103fb810b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "14edd4132d1103fb810b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:21Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.transformer_blocks.0.attn2.to_out.1", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "in.lo", - "kind": "cross_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/e4f2143b550507dd7a9406236e08b72699501c90ef0256185403bb12266734a3.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e4f2143b550507dd7a9406236e08b72699501c90ef0256185403bb12266734a3", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14f1e169b137bd05ff31/measurements.json b/records/sd1/paper/14f1e169b137bd05ff31/measurements.json deleted file mode 100644 index 9fc3f057fff98f39e575c0c67a4058fcbb7a8dbe..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14f1e169b137bd05ff31/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "14f1e169b137bd05ff31", - "values": { - "cosine_distance": { - "value": 0.512521, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.450734, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.518599, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.281148, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 69.274, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01017, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 57.531, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14f1e169b137bd05ff31/output.webp b/records/sd1/paper/14f1e169b137bd05ff31/output.webp deleted file mode 100644 index 8a92470ad216b7c9614eef1d5ec4ea1ef69f3aa9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14f1e169b137bd05ff31/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e3df01e7ea89fde6e0da8204eccb8964c034fd3e370baff15e85e9a0ea35837d -size 36386 diff --git a/records/sd1/paper/14f1e169b137bd05ff31/record.json b/records/sd1/paper/14f1e169b137bd05ff31/record.json deleted file mode 100644 index 6c41615494b3ff7350f4e3527bde5df7b62dc26b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14f1e169b137bd05ff31/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "14f1e169b137bd05ff31", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:09Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.1.transformer_blocks.0.norm2", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.mid", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/eb7072d8424815f70c1041a1e5e14e10253435a371a32d4fa637d1fa8845c8c8.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "eb7072d8424815f70c1041a1e5e14e10253435a371a32d4fa637d1fa8845c8c8", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14fc9420965a38686369/measurements.json b/records/sd1/paper/14fc9420965a38686369/measurements.json deleted file mode 100644 index c6b1a11e9c4e3f6cb421797bb525c6eadef6142e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14fc9420965a38686369/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "14fc9420965a38686369", - "values": { - "cosine_distance": { - "value": 0.03894, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.034602, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.022533, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.04635, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.064, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00667, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 6.671, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/14fc9420965a38686369/output.webp b/records/sd1/paper/14fc9420965a38686369/output.webp deleted file mode 100644 index a21fab330c2ffd758ca831a5641193e764673d6b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14fc9420965a38686369/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:356a589a3a463a867ac0b1699a902578099984cc8d6fe6bf760a18bc9f554d3c -size 27094 diff --git a/records/sd1/paper/14fc9420965a38686369/record.json b/records/sd1/paper/14fc9420965a38686369/record.json deleted file mode 100644 index d37aa83525dcc6288876264dc81f6fb54092144a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/14fc9420965a38686369/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "14fc9420965a38686369", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:41Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.1.transformer_blocks.0.ff.net.2", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.hi", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/c2ad5f4b3eb39fe5a55a79a72ae727ac55ccae6bc1b164e91065984759f4c81b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "c2ad5f4b3eb39fe5a55a79a72ae727ac55ccae6bc1b164e91065984759f4c81b", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/15007f2cb972dacd9e30/measurements.json b/records/sd1/paper/15007f2cb972dacd9e30/measurements.json deleted file mode 100644 index 05e7bd1fab0bfae12f09255cb1babedd662747a0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15007f2cb972dacd9e30/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "15007f2cb972dacd9e30", - "values": { - "cosine_distance": { - "value": 0.209472, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.273492, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.310988, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.206686, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.506, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01253, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 18.546, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/15007f2cb972dacd9e30/output.webp b/records/sd1/paper/15007f2cb972dacd9e30/output.webp deleted file mode 100644 index ddbd14b1e21750582e6606ce80e1d43d9c4d6c88..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15007f2cb972dacd9e30/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1e34e164942def991ec86f494ff73a29fc718355da7253e3afcb031581291811 -size 37304 diff --git a/records/sd1/paper/15007f2cb972dacd9e30/record.json b/records/sd1/paper/15007f2cb972dacd9e30/record.json deleted file mode 100644 index e889d8d8162cc427e0f2bfb3f9f503e777f14be5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15007f2cb972dacd9e30/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "15007f2cb972dacd9e30", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:16Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.1.transformer_blocks.0.ff.net.1", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.hi", - "kind": "ff", - "module_type": "Dropout", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/5c2504388c07ae32c4438e2247839039cac7c37877a6983d3843258b2aa8a5fd.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "5c2504388c07ae32c4438e2247839039cac7c37877a6983d3843258b2aa8a5fd", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1502e06ea7ae13ab462f/measurements.json b/records/sd1/paper/1502e06ea7ae13ab462f/measurements.json deleted file mode 100644 index 76c871245faad41a20e26047c09273e600167290..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1502e06ea7ae13ab462f/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1502e06ea7ae13ab462f", - "values": { - "cosine_distance": { - "value": 0.127276, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.134003, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.043655, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.064405, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 59.047, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00428, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 15.908, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1502e06ea7ae13ab462f/output.webp b/records/sd1/paper/1502e06ea7ae13ab462f/output.webp deleted file mode 100644 index 8e2e9a3f865c26273f0c0da4f74090c78674bd85..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1502e06ea7ae13ab462f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e1144161fd362e7a32900961f9cde2383e0e01f6b0c6c425b6fd24e98c3291ca -size 26722 diff --git a/records/sd1/paper/1502e06ea7ae13ab462f/record.json b/records/sd1/paper/1502e06ea7ae13ab462f/record.json deleted file mode 100644 index 261f5c21d464a77c9b4dfa991513b0c1cd09a63a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1502e06ea7ae13ab462f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1502e06ea7ae13ab462f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:09Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.0.out_layers.0", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/5aad1533ab9b1f2334902704b3385a73459f05b2918ceafb1883ef611d3ec27a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "5aad1533ab9b1f2334902704b3385a73459f05b2918ceafb1883ef611d3ec27a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/150ed754c2fe3b84e785/measurements.json b/records/sd1/paper/150ed754c2fe3b84e785/measurements.json deleted file mode 100644 index 4b24984429ed5d1261efd1061dee5c1894ff5ab6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/150ed754c2fe3b84e785/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "150ed754c2fe3b84e785", - "values": { - "cosine_distance": { - "value": 0.088349, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.080242, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.048378, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.108526, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.33, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00662, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 11.26, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/150ed754c2fe3b84e785/output.webp b/records/sd1/paper/150ed754c2fe3b84e785/output.webp deleted file mode 100644 index 91ccf0770ec1b0c55315af78ac18713c5a2b9789..0000000000000000000000000000000000000000 --- a/records/sd1/paper/150ed754c2fe3b84e785/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:ea5e282ffe112715697cf28ae5022658c4e9b0b879cf4affe17a4e31c061375a -size 25070 diff --git a/records/sd1/paper/150ed754c2fe3b84e785/record.json b/records/sd1/paper/150ed754c2fe3b84e785/record.json deleted file mode 100644 index 87a07e47ca46a2c61bffe4299ec1b5c68604bd86..0000000000000000000000000000000000000000 --- a/records/sd1/paper/150ed754c2fe3b84e785/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "150ed754c2fe3b84e785", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:15Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.2.out_layers.3", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "mid", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/c99c23ac8d64c2610f050942b8eacbfdac30bf7972798809aca0bc2f9797d7da.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "c99c23ac8d64c2610f050942b8eacbfdac30bf7972798809aca0bc2f9797d7da", - "type_path": "UNetModel.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/151faaccaa34c6b36d30/measurements.json b/records/sd1/paper/151faaccaa34c6b36d30/measurements.json deleted file mode 100644 index 1d3bad2b41c5fb61c0837e5687cb87f1b2bfecc5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/151faaccaa34c6b36d30/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "151faaccaa34c6b36d30", - "values": { - "cosine_distance": { - "value": 0.071817, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.062356, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.10214, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.066275, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.585, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00626, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 9.128, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/151faaccaa34c6b36d30/output.webp b/records/sd1/paper/151faaccaa34c6b36d30/output.webp deleted file mode 100644 index 608cb319123f46027cbad6353e9a14117cdcbf8c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/151faaccaa34c6b36d30/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6f7a25e04c6b7a7a51c8c4344e245652e71b2653708e25cac01757bdd4dbfe6a -size 24338 diff --git a/records/sd1/paper/151faaccaa34c6b36d30/record.json b/records/sd1/paper/151faaccaa34c6b36d30/record.json deleted file mode 100644 index 92b13e95df445edc9724f2477df5ddc5a7369bbf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/151faaccaa34c6b36d30/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "151faaccaa34c6b36d30", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:11Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.1.transformer_blocks.0.attn2.to_q", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/2a050142cd74939fa964c1aa81479d3912fce7dfd280a175436f07a498b59d7b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "2a050142cd74939fa964c1aa81479d3912fce7dfd280a175436f07a498b59d7b", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1522b90597ba643469f1/measurements.json b/records/sd1/paper/1522b90597ba643469f1/measurements.json deleted file mode 100644 index a02472678e3f2122b5e22bc972c657cc5ff9a91d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1522b90597ba643469f1/measurements.json +++ /dev/null @@ -1,39 +0,0 @@ -{ - "record": "1522b90597ba643469f1", - "values": { - "std": { - "value": 26.026, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.04247, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "flat" - ] - }, - "mae_vs_baseline": { - "value": 31.284, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.549246, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.333252, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.09919, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1522b90597ba643469f1/output.webp b/records/sd1/paper/1522b90597ba643469f1/output.webp deleted file mode 100644 index 7d1c40d9038d244a191c6043202472d6a436483d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1522b90597ba643469f1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3ffa921e4aaaa904b5569f81f2124e6b4d04fbf0ba3409596462939c26dc5fc6 -size 15900 diff --git a/records/sd1/paper/1522b90597ba643469f1/record.json b/records/sd1/paper/1522b90597ba643469f1/record.json deleted file mode 100644 index 921b2e5780a001320d1cb88be6a0e4ea481d17ef..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1522b90597ba643469f1/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1522b90597ba643469f1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:20:52Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "unicorn", - "prompt_key": "f6af7152b80f28f6" - }, - "bends": [ - { - "path": "input_blocks.1.0.out_layers.2", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.hi", - "kind": "res_branch", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "Dropout", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "77d8a524e7f761ddc4f4" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_2_5_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1525118a20b5cca259f0/measurements.json b/records/sd1/paper/1525118a20b5cca259f0/measurements.json deleted file mode 100644 index 0c31c8e15db868a84b18ff399d74e25f56853a27..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1525118a20b5cca259f0/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1525118a20b5cca259f0", - "values": { - "cosine_distance": { - "value": 0.274922, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.308061, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.24074, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.081597, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 68.207, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00535, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 33.434, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1525118a20b5cca259f0/output.webp b/records/sd1/paper/1525118a20b5cca259f0/output.webp deleted file mode 100644 index b4c1601de29c779bf866ea0a3fe7f97bc4f4d439..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1525118a20b5cca259f0/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b0da5fcbdec9ca8ae3efc00b031ff6102e81452fc588fd141522b7fa04127ad7 -size 26888 diff --git a/records/sd1/paper/1525118a20b5cca259f0/record.json b/records/sd1/paper/1525118a20b5cca259f0/record.json deleted file mode 100644 index dd50797c1705c6b5a3489a5fd468ed4e5201ca33..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1525118a20b5cca259f0/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1525118a20b5cca259f0", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:51Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.10.0.in_layers.0", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/59b5467eaefc3a53742b581e4ebaa4eec337bc6b053109e29d670a8357456e73.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "59b5467eaefc3a53742b581e4ebaa4eec337bc6b053109e29d670a8357456e73", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1525ec7af1ea45a95d1d/measurements.json b/records/sd1/paper/1525ec7af1ea45a95d1d/measurements.json deleted file mode 100644 index 481cad64fcb3677b89253388c47260eeb70dc9ed..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1525ec7af1ea45a95d1d/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1525ec7af1ea45a95d1d", - "values": { - "cosine_distance": { - "value": 0.001992, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.001676, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.00103, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.00085, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.43, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00636, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.175, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1525ec7af1ea45a95d1d/output.webp b/records/sd1/paper/1525ec7af1ea45a95d1d/output.webp deleted file mode 100644 index ab35b458035e099c5cca34f7aaa6a5c5c592956a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1525ec7af1ea45a95d1d/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:32917de13c4c79ad6234e69514bed3bf069adea788e801c898eb299e9cd96bf2 -size 28286 diff --git a/records/sd1/paper/1525ec7af1ea45a95d1d/record.json b/records/sd1/paper/1525ec7af1ea45a95d1d/record.json deleted file mode 100644 index 3bf744b65f3ee9110539f652d130fa47414ab3bc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1525ec7af1ea45a95d1d/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1525ec7af1ea45a95d1d", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:16Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.0.0.in_layers.2", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/f5536c4862e0caeb5983dd25fa665a461b7157228f052dd0cdfc9c5b3fc5d987.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "f5536c4862e0caeb5983dd25fa665a461b7157228f052dd0cdfc9c5b3fc5d987", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1532b627d8a4ff3378b5/measurements.json b/records/sd1/paper/1532b627d8a4ff3378b5/measurements.json deleted file mode 100644 index db3f6ad09c6565d013326baa1c106e10313ec725..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1532b627d8a4ff3378b5/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1532b627d8a4ff3378b5", - "values": { - "cosine_distance": { - "value": 0.364415, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.368172, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.245175, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.07606, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.098, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00636, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 39.066, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1532b627d8a4ff3378b5/output.webp b/records/sd1/paper/1532b627d8a4ff3378b5/output.webp deleted file mode 100644 index 32b43a8611e517600a74631f974398d9cc0010e1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1532b627d8a4ff3378b5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fd6c3f935e44497307d7479dff79dbf503f53639232d885d3d59968d179c7488 -size 23838 diff --git a/records/sd1/paper/1532b627d8a4ff3378b5/record.json b/records/sd1/paper/1532b627d8a4ff3378b5/record.json deleted file mode 100644 index 62292e366adf5958cb37e572b3c2449ee61b4936..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1532b627d8a4ff3378b5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1532b627d8a4ff3378b5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:35Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.0.out_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.mid", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/65848050c5435d6be34187e32421d4e2130e975cba792e2cdd027c588db3894b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "65848050c5435d6be34187e32421d4e2130e975cba792e2cdd027c588db3894b", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/153f1793f10afc6b7af1/measurements.json b/records/sd1/paper/153f1793f10afc6b7af1/measurements.json deleted file mode 100644 index 4f6084364f08c6d7caad6c003c128fd4ac4f3e46..0000000000000000000000000000000000000000 --- a/records/sd1/paper/153f1793f10afc6b7af1/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "153f1793f10afc6b7af1", - "values": { - "cosine_distance": { - "value": 0.080385, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.075342, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.030327, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.072149, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 70.122, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00519, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 13.349, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/153f1793f10afc6b7af1/output.webp b/records/sd1/paper/153f1793f10afc6b7af1/output.webp deleted file mode 100644 index 4fcf15d0d0d13aae717be82d51fb42e65d16fb45..0000000000000000000000000000000000000000 --- a/records/sd1/paper/153f1793f10afc6b7af1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:224e88af5471c4461d23f4470fc3087b6f88536c5e0fb70035e00e25764ab54e -size 30424 diff --git a/records/sd1/paper/153f1793f10afc6b7af1/record.json b/records/sd1/paper/153f1793f10afc6b7af1/record.json deleted file mode 100644 index f7b02480e0db50bd83cd4dbfd74963a2391db912..0000000000000000000000000000000000000000 --- a/records/sd1/paper/153f1793f10afc6b7af1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "153f1793f10afc6b7af1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:13Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.mid", - "kind": "skip", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/76c26a912cb5402c1ed2b738edf6efc66f778fddded0f5eb707ff8153a1d42a7.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "76c26a912cb5402c1ed2b738edf6efc66f778fddded0f5eb707ff8153a1d42a7", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/15427c8fd8430862083b/measurements.json b/records/sd1/paper/15427c8fd8430862083b/measurements.json deleted file mode 100644 index 6abc63ef4e9c638eda1e25eea791d64f10c8331a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15427c8fd8430862083b/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "15427c8fd8430862083b", - "values": { - "cosine_distance": { - "value": 0.307868, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.316955, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.275185, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.205596, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 55.939, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00619, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 38.782, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/15427c8fd8430862083b/output.webp b/records/sd1/paper/15427c8fd8430862083b/output.webp deleted file mode 100644 index 73663fe2510b8c4fe23835ee7541112d8e42e71f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15427c8fd8430862083b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:8d85efcb29b9847f4bd0a3ef7ed0ef03d45d5ee08d75312fefcb682262663520 -size 23360 diff --git a/records/sd1/paper/15427c8fd8430862083b/record.json b/records/sd1/paper/15427c8fd8430862083b/record.json deleted file mode 100644 index ec2a1f7b8c453f126d16fa64ebe4337ff140b510..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15427c8fd8430862083b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "15427c8fd8430862083b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:57Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.1.proj_in", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.mid", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/bf2a131b19f1c1e657350673fad13df89dbecbff1fa9113ac1fffcd810789ac5.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "bf2a131b19f1c1e657350673fad13df89dbecbff1fa9113ac1fffcd810789ac5", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1566da4f7ef0b5bf4ef1/measurements.json b/records/sd1/paper/1566da4f7ef0b5bf4ef1/measurements.json deleted file mode 100644 index da9cb47d590338b6728d2ecc6941178893440d2b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1566da4f7ef0b5bf4ef1/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1566da4f7ef0b5bf4ef1", - "values": { - "std": { - "value": 63.688, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.02048, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 35.383, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.278829, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.034103, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.036726, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1566da4f7ef0b5bf4ef1/output.webp b/records/sd1/paper/1566da4f7ef0b5bf4ef1/output.webp deleted file mode 100644 index 36a903cc1a33e9bfae794acc35730276fbcfeda5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1566da4f7ef0b5bf4ef1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:613e0fa7eae901616de47f0b97fe85463d0946cd16df35f75941cb91aa9fe260 -size 47024 diff --git a/records/sd1/paper/1566da4f7ef0b5bf4ef1/record.json b/records/sd1/paper/1566da4f7ef0b5bf4ef1/record.json deleted file mode 100644 index f84c2bf87d2647915780e353711ff7a7fa1ad6a5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1566da4f7ef0b5bf4ef1/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1566da4f7ef0b5bf4ef1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:20:08Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "A blue sports car in a showroom", - "prompt_key": "a99257c37b388fc1" - }, - "bends": [ - { - "path": "input_blocks.8.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.lo", - "kind": "norm", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "LayerNorm", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "c2aef7ddb4b8f5648b3a" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_8_2_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1573b79fac274aced026/measurements.json b/records/sd1/paper/1573b79fac274aced026/measurements.json deleted file mode 100644 index 9eb14c2f9267992f0b074e5ec8ec8a3d786b6d44..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1573b79fac274aced026/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1573b79fac274aced026", - "values": { - "cosine_distance": { - "value": 0.228019, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.249333, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.197547, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.193193, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 69.287, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00722, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 26.531, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1573b79fac274aced026/output.webp b/records/sd1/paper/1573b79fac274aced026/output.webp deleted file mode 100644 index 28a43b74a9379976ea195e65958aad442ad9e510..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1573b79fac274aced026/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e148c49fc6261b0486b54e1beef2897cc19197d4b0e141de8c488f49e278065c -size 36180 diff --git a/records/sd1/paper/1573b79fac274aced026/record.json b/records/sd1/paper/1573b79fac274aced026/record.json deleted file mode 100644 index 6fb04447bfab6ca33ce659738e5136ae7b687c69..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1573b79fac274aced026/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1573b79fac274aced026", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:11Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.0.emb_layers.1", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "Linear", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/7a485513bdea33bf3e45f7a36731b9de0127942f8702930e856fd6a2de2e2ad4.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7a485513bdea33bf3e45f7a36731b9de0127942f8702930e856fd6a2de2e2ad4", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1586915d9d7003a659bb/measurements.json b/records/sd1/paper/1586915d9d7003a659bb/measurements.json deleted file mode 100644 index 82b1d1bb789407876bdb97d082baf7ec31924e25..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1586915d9d7003a659bb/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1586915d9d7003a659bb", - "values": { - "cosine_distance": { - "value": 0.089696, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.089215, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.085516, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.064461, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.088, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00364, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 12.26, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1586915d9d7003a659bb/output.webp b/records/sd1/paper/1586915d9d7003a659bb/output.webp deleted file mode 100644 index 63dd8726fd475abb0bb9459f85c8273e10fba688..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1586915d9d7003a659bb/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:8d2550632e6ca3ab20033cc1b8c6acb106f90017696db3ec59c557c29e9ac16f -size 26652 diff --git a/records/sd1/paper/1586915d9d7003a659bb/record.json b/records/sd1/paper/1586915d9d7003a659bb/record.json deleted file mode 100644 index b2e141086bb486a1f0ce99d54fca68735b3487c3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1586915d9d7003a659bb/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1586915d9d7003a659bb", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:17Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.transformer_blocks.0.attn1.to_k", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/294a0ca3dcc32ea6df4bda370ac3b9fc791c9adf768df99e405a102daed1dd10.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "294a0ca3dcc32ea6df4bda370ac3b9fc791c9adf768df99e405a102daed1dd10", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/158817d4bc839e73eac9/interpretations.jsonl b/records/sd1/paper/158817d4bc839e73eac9/interpretations.jsonl deleted file mode 100644 index 156cb1ff2de4eefb99e516221d063601f8ed5289..0000000000000000000000000000000000000000 --- a/records/sd1/paper/158817d4bc839e73eac9/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "158817d4bc839e73eac9"}, "kind": "caption", "value": "Young woman with wavy auburn bob and red lips, smaller in frame on grey card", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:02:22Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "acfc0653ac0e3590"} -{"target": {"record": "158817d4bc839e73eac9"}, "kind": "change", "value": "The figure shrinks slightly within the frame and gets wavy reddish-brown hair and red lips, adding a touch of warm colour to the grey photo.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:02:22Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "09b82dbdad9c40fc"} -{"target": {"record": "158817d4bc839e73eac9"}, "kind": "keywords", "value": ["auburn hair", "red lips", "smaller subject", "vintage card"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:02:22Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "6b2e2f8f2acf10d8"} -{"target": {"record": "158817d4bc839e73eac9"}, "kind": "effect_tags", "value": ["subject_kept", "colour_shift", "new_composition"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:02:22Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "9ed61f8ee0f5ee0d"} diff --git a/records/sd1/paper/158817d4bc839e73eac9/measurements.json b/records/sd1/paper/158817d4bc839e73eac9/measurements.json deleted file mode 100644 index 7b5f65a08cc60a4850dfbadda78895e1416ab728..0000000000000000000000000000000000000000 --- a/records/sd1/paper/158817d4bc839e73eac9/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "158817d4bc839e73eac9", - "values": { - "cosine_distance": { - "value": 0.164095, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.222623, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.16647, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.127561, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.769, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00363, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 19.015, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/158817d4bc839e73eac9/output.webp b/records/sd1/paper/158817d4bc839e73eac9/output.webp deleted file mode 100644 index 5a7ac95337c35af028440aef63abdd284a959b83..0000000000000000000000000000000000000000 --- a/records/sd1/paper/158817d4bc839e73eac9/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:870fe85461f90338d7ccc5a9a5f8e742acb0ac78871a57e8eb7ff30cc17b89e1 -size 27698 diff --git a/records/sd1/paper/158817d4bc839e73eac9/record.json b/records/sd1/paper/158817d4bc839e73eac9/record.json deleted file mode 100644 index de4e97de9a844995c18c7ecba6a376a34063f249..0000000000000000000000000000000000000000 --- a/records/sd1/paper/158817d4bc839e73eac9/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "158817d4bc839e73eac9", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:54Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.1.transformer_blocks.0.norm3", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.mid", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/eba87d92631d5e94f6a7bcac7859d04baea407b9c69578f0ae5213d6381bbe1d.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "eba87d92631d5e94f6a7bcac7859d04baea407b9c69578f0ae5213d6381bbe1d", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1594e49586e4f30145b1/measurements.json b/records/sd1/paper/1594e49586e4f30145b1/measurements.json deleted file mode 100644 index 0b4c0178195071d6a2e07082e318cfe7d45b768d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1594e49586e4f30145b1/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1594e49586e4f30145b1", - "values": { - "cosine_distance": { - "value": 0.74822, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.751473, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.896624, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.441317, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 90.584, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01699, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 86.127, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1594e49586e4f30145b1/output.webp b/records/sd1/paper/1594e49586e4f30145b1/output.webp deleted file mode 100644 index ac71b47e78aaf6c125ccd1e19c7bd84ed258224a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1594e49586e4f30145b1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:626d30f4afcb8909e027337cbb00e0076f7d5d50378084c8e78537aa5545f74a -size 79056 diff --git a/records/sd1/paper/1594e49586e4f30145b1/record.json b/records/sd1/paper/1594e49586e4f30145b1/record.json deleted file mode 100644 index 4445c153fa86a6ad31b57f67abe432461de1253d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1594e49586e4f30145b1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1594e49586e4f30145b1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:35Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.1.proj_in", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.mid", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/90e2ffa83203a19cbd23845ddfc5b2577ec240fbcaeceb468792d822a70ed3b0.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "90e2ffa83203a19cbd23845ddfc5b2577ec240fbcaeceb468792d822a70ed3b0", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1597c290aca471331f35/measurements.json b/records/sd1/paper/1597c290aca471331f35/measurements.json deleted file mode 100644 index ec676a51acbf81aaa2a87df5f39e6698de7dfff4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1597c290aca471331f35/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1597c290aca471331f35", - "values": { - "cosine_distance": { - "value": 0.651459, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.546073, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.550299, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.267597, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.468, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00241, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 61.426, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1597c290aca471331f35/output.webp b/records/sd1/paper/1597c290aca471331f35/output.webp deleted file mode 100644 index f1d7d969913573ee7b1b20dcda7048105a646410..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1597c290aca471331f35/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:42b0b93071c7ca08e646fc0674db2db93f4288f2efc2c066ec1c483c6d7bad97 -size 22122 diff --git a/records/sd1/paper/1597c290aca471331f35/record.json b/records/sd1/paper/1597c290aca471331f35/record.json deleted file mode 100644 index 01a99da4389ebe2122dca716d2e16803441a7274..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1597c290aca471331f35/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1597c290aca471331f35", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:59Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.0.out_layers.0", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/d2b4bdcd0d51bbb6ec186741807a5bb65b2b3a80442e9423b7ffe6fe40acd579.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "d2b4bdcd0d51bbb6ec186741807a5bb65b2b3a80442e9423b7ffe6fe40acd579", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/159a7eb9815473884419/measurements.json b/records/sd1/paper/159a7eb9815473884419/measurements.json deleted file mode 100644 index d17bcb6f1cff655df40a973d74a3519d511d59ba..0000000000000000000000000000000000000000 --- a/records/sd1/paper/159a7eb9815473884419/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "159a7eb9815473884419", - "values": { - "cosine_distance": { - "value": 0.104491, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.110647, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.056164, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.058823, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.329, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00434, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 14.153, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/159a7eb9815473884419/output.webp b/records/sd1/paper/159a7eb9815473884419/output.webp deleted file mode 100644 index a823e67ff8bee54a8b0568a802fd4e5d2e976cb5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/159a7eb9815473884419/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:059ddc705ac735b307fc009e58847dc3c0245f0d1b2f33d6a59b742eac8f9c90 -size 30520 diff --git a/records/sd1/paper/159a7eb9815473884419/record.json b/records/sd1/paper/159a7eb9815473884419/record.json deleted file mode 100644 index 38d3b803f38234e251f015f7df18310cb56382d7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/159a7eb9815473884419/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "159a7eb9815473884419", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:30Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.2.0.emb_layers.0", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/07acace446a10a350c9cef94f531ac3899eec6f3b2b93aa428c969001f70bf78.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "07acace446a10a350c9cef94f531ac3899eec6f3b2b93aa428c969001f70bf78", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/159d4f12fc2ce6527154/interpretations.jsonl b/records/sd1/paper/159d4f12fc2ce6527154/interpretations.jsonl deleted file mode 100644 index 2e80cd502a67fdf14fc4b3c1174c9f06647d7a15..0000000000000000000000000000000000000000 --- a/records/sd1/paper/159d4f12fc2ce6527154/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "159d4f12fc2ce6527154"}, "kind": "caption", "value": "Woman with long brown hair and bangs in dark sweater on warm cream background", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:32:42Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "3259cf16aaba36f6"} -{"target": {"record": "159d4f12fc2ce6527154"}, "kind": "change", "value": "The portrait becomes a brighter, frontal shot of a woman with longer brown hair and a fringe against a warm cream backdrop, dropping the vintage frame.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:32:42Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a5b75a7138cc9b9d"} -{"target": {"record": "159d4f12fc2ce6527154"}, "kind": "keywords", "value": ["bangs", "long brown hair", "cream background", "frontal portrait", "soft light"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:32:42Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "4740d9688a8d8c33"} -{"target": {"record": "159d4f12fc2ce6527154"}, "kind": "effect_tags", "value": ["new_composition", "bright", "colour_shift", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:32:42Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "f778bc0157c7bf54"} diff --git a/records/sd1/paper/159d4f12fc2ce6527154/measurements.json b/records/sd1/paper/159d4f12fc2ce6527154/measurements.json deleted file mode 100644 index 6b9d16669e59f6acb393b37596ac97dc7f59851e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/159d4f12fc2ce6527154/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "159d4f12fc2ce6527154", - "values": { - "cosine_distance": { - "value": 0.486921, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.526455, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.377836, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.160115, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 73.048, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00674, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 52.606, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/159d4f12fc2ce6527154/output.webp b/records/sd1/paper/159d4f12fc2ce6527154/output.webp deleted file mode 100644 index a713226b8c655b1d9d01a0431dd47bf298df427d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/159d4f12fc2ce6527154/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5cda32287e448779b4c24b587967ff5019cae82b0fdfbf1452174ada0f5719e5 -size 32736 diff --git a/records/sd1/paper/159d4f12fc2ce6527154/record.json b/records/sd1/paper/159d4f12fc2ce6527154/record.json deleted file mode 100644 index 10974fb04085cbdd89ec2ebfc91ac35ce3598cac..0000000000000000000000000000000000000000 --- a/records/sd1/paper/159d4f12fc2ce6527154/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "159d4f12fc2ce6527154", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:18Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.0.emb_layers.0", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/0a8c10ad463911ea387c308273377038f57db79ff5092ff96ae913e113b7c231.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "0a8c10ad463911ea387c308273377038f57db79ff5092ff96ae913e113b7c231", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/15a1195844fde5654acc/interpretations.jsonl b/records/sd1/paper/15a1195844fde5654acc/interpretations.jsonl deleted file mode 100644 index b68fbd0a5c87e715d6e96d172a04d446b00fd473..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15a1195844fde5654acc/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "15a1195844fde5654acc"}, "kind": "caption", "value": "Young woman with short dark hair in black top, muted grey vintage photo portrait", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:32:02Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "7c8b9fdc4827baf0"} -{"target": {"record": "15a1195844fde5654acc"}, "kind": "change", "value": "Almost no visible change, only minute differences in hair and face.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:32:02Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "04cd089540a5dd83"} -{"target": {"record": "15a1195844fde5654acc"}, "kind": "keywords", "value": ["vintage portrait", "short hair", "grey background", "minimal change"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:32:02Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0cb69458e4946522"} -{"target": {"record": "15a1195844fde5654acc"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:32:02Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "24366f751081ff81"} diff --git a/records/sd1/paper/15a1195844fde5654acc/measurements.json b/records/sd1/paper/15a1195844fde5654acc/measurements.json deleted file mode 100644 index 17f6a797b15bef24bc2594fe2a58586d9c2d96e9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15a1195844fde5654acc/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "15a1195844fde5654acc", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": -0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.366, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00648, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/15a1195844fde5654acc/output.webp b/records/sd1/paper/15a1195844fde5654acc/output.webp deleted file mode 100644 index 27ca0f5033fd5be46d7b6f6ec3c180ea814eeb17..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15a1195844fde5654acc/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4b3662989ad7f065c8c9f61ae51efc70963c7f36666064c00ec298e85a98a37e -size 30794 diff --git a/records/sd1/paper/15a1195844fde5654acc/record.json b/records/sd1/paper/15a1195844fde5654acc/record.json deleted file mode 100644 index adc3489a911e8f8fad2388ebd1e23ac3571a92b1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15a1195844fde5654acc/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "15a1195844fde5654acc", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:33:51Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.0.h_upd", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/b965aa1042d1f3327cb98d4a30496f97bd75e0bed903b29a1285e103fe2c8772.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b965aa1042d1f3327cb98d4a30496f97bd75e0bed903b29a1285e103fe2c8772", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/15b8f85e9014a82e0650/measurements.json b/records/sd1/paper/15b8f85e9014a82e0650/measurements.json deleted file mode 100644 index cb7659fbae6d6078cb522a4cb2b258f1911faf19..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15b8f85e9014a82e0650/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "15b8f85e9014a82e0650", - "values": { - "cosine_distance": { - "value": 0.137706, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.163936, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.046032, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.075056, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 59.155, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00445, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 19.303, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/15b8f85e9014a82e0650/output.webp b/records/sd1/paper/15b8f85e9014a82e0650/output.webp deleted file mode 100644 index 985e64a5fe50823bfa36b3e07f374d0d6a4dd26f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15b8f85e9014a82e0650/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:36a4b1f705131e4394376ff5d62140d337c2a4a1d6c13484253fef59b1c5a819 -size 29468 diff --git a/records/sd1/paper/15b8f85e9014a82e0650/record.json b/records/sd1/paper/15b8f85e9014a82e0650/record.json deleted file mode 100644 index 6c15d624c31ceeb8ba63a2bc7fe9e3e2bfe7d415..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15b8f85e9014a82e0650/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "15b8f85e9014a82e0650", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:19Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.0.emb_layers.1", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "Linear", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/b6fc713dde8504b698de28c6d64af900ed24ede88a09362785f8d226fb53b2d9.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b6fc713dde8504b698de28c6d64af900ed24ede88a09362785f8d226fb53b2d9", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/15c7bd7f688144905303/measurements.json b/records/sd1/paper/15c7bd7f688144905303/measurements.json deleted file mode 100644 index d968198b2d86239b3c5fbaaeb7ecae2b7ac899ee..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15c7bd7f688144905303/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "15c7bd7f688144905303", - "values": { - "cosine_distance": { - "value": 0.508624, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.709462, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.645786, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.424033, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 91.17, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.05465, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 66.548, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/15c7bd7f688144905303/output.webp b/records/sd1/paper/15c7bd7f688144905303/output.webp deleted file mode 100644 index a893095de8953a89d0e46d36e5f09e188a674cc4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15c7bd7f688144905303/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c8dbb11593f30097b602d0fdc7f40d90053edafc70a82d92fdccd8cb3a7cacb4 -size 100902 diff --git a/records/sd1/paper/15c7bd7f688144905303/record.json b/records/sd1/paper/15c7bd7f688144905303/record.json deleted file mode 100644 index cc3e1085d58c9c68b5cc97c1557d7ed90f592195..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15c7bd7f688144905303/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "15c7bd7f688144905303", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:49:20Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.11.0.out_layers.3", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/5551efc594ecd9392af00af8cac7cb149a622ffc4788e3c7634aa36d596201c7.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "5551efc594ecd9392af00af8cac7cb149a622ffc4788e3c7634aa36d596201c7", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/15d0d83d7d9babefd032/measurements.json b/records/sd1/paper/15d0d83d7d9babefd032/measurements.json deleted file mode 100644 index 5f7af15869b06e29e87b9a82d8d6687fe90abdb8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15d0d83d7d9babefd032/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "15d0d83d7d9babefd032", - "values": { - "cosine_distance": { - "value": 0.116883, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.123277, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.067436, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.112183, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.833, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00436, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 14.98, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/15d0d83d7d9babefd032/output.webp b/records/sd1/paper/15d0d83d7d9babefd032/output.webp deleted file mode 100644 index e04a943e7c20a5c9a61cfc5b6596bb0eb9ff42d7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15d0d83d7d9babefd032/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c5b8269cc3f2ac9b8bd20826919629bd32794a0936d62d9519b31d43dd964da7 -size 25162 diff --git a/records/sd1/paper/15d0d83d7d9babefd032/record.json b/records/sd1/paper/15d0d83d7d9babefd032/record.json deleted file mode 100644 index 0aac9ddf11c391cf0dae9362c947123dc42a5f5b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15d0d83d7d9babefd032/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "15d0d83d7d9babefd032", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:22Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.transformer_blocks.0.attn1.to_q", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/4df28112b711b0a7f4b25ec8c16c7ba2771d2b4ceebde17032cfa1c7a70eaca8.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "4df28112b711b0a7f4b25ec8c16c7ba2771d2b4ceebde17032cfa1c7a70eaca8", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/15d89b1078949894526b/measurements.json b/records/sd1/paper/15d89b1078949894526b/measurements.json deleted file mode 100644 index 9dfaa896af9494e9c27fb67f554121035bea61a8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15d89b1078949894526b/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "15d89b1078949894526b", - "values": { - "cosine_distance": { - "value": 0.018311, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.010825, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.005267, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.010685, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.524, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0064, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.363, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/15d89b1078949894526b/output.webp b/records/sd1/paper/15d89b1078949894526b/output.webp deleted file mode 100644 index 474f5671978d58f8e84f173f377191db053f7894..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15d89b1078949894526b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1fb5651ec2e8b65d4605ed27cde29e630d58028c16e12f8042ebd74d9c659162 -size 30054 diff --git a/records/sd1/paper/15d89b1078949894526b/record.json b/records/sd1/paper/15d89b1078949894526b/record.json deleted file mode 100644 index e942cd6197843d572056f49502592999a0a05bde..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15d89b1078949894526b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "15d89b1078949894526b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:04Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.11.0.in_layers.2", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/59b9315c204fb1e543592670c480183c7e6f86aff6b6a241478679ce3735bf6d.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "59b9315c204fb1e543592670c480183c7e6f86aff6b6a241478679ce3735bf6d", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/15d8d936ec83ec983416/measurements.json b/records/sd1/paper/15d8d936ec83ec983416/measurements.json deleted file mode 100644 index 1e2d92ec0e82372fdb77033c7405973f60180a68..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15d8d936ec83ec983416/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "15d8d936ec83ec983416", - "values": { - "cosine_distance": { - "value": 0.60112, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.680196, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.409644, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.322044, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 60.459, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00301, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 59.238, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/15d8d936ec83ec983416/output.webp b/records/sd1/paper/15d8d936ec83ec983416/output.webp deleted file mode 100644 index aad6203554a1d189084794dc233fd99a366cdeff..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15d8d936ec83ec983416/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:450f922917ad0fff303c6aa9aaefa396c7349be9d332e0d67f59219824c37806 -size 30926 diff --git a/records/sd1/paper/15d8d936ec83ec983416/record.json b/records/sd1/paper/15d8d936ec83ec983416/record.json deleted file mode 100644 index bf90dafcdda873bf20d5f16d19c706bc5b71955d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15d8d936ec83ec983416/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "15d8d936ec83ec983416", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:11Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.mid", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/8d4c1d3192b7f618ae3c257a4a3ad414ffd7f62a0ed04c75fad83622687f763a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "8d4c1d3192b7f618ae3c257a4a3ad414ffd7f62a0ed04c75fad83622687f763a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/15fd154cc1d2a6c30940/measurements.json b/records/sd1/paper/15fd154cc1d2a6c30940/measurements.json deleted file mode 100644 index bd6db670f8c3033c578404042b2d8f4e5e111e30..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15fd154cc1d2a6c30940/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "15fd154cc1d2a6c30940", - "values": { - "std": { - "value": 34.478, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.02113, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 39.002, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.816245, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.97273, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.454274, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/15fd154cc1d2a6c30940/output.webp b/records/sd1/paper/15fd154cc1d2a6c30940/output.webp deleted file mode 100644 index 61fd792d94d82958510eaf39a86223623e3d1d2d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15fd154cc1d2a6c30940/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9318684204ef853c17c3b689c4a5c54e868ee9b595aed53005f7a9df6a0f3099 -size 57442 diff --git a/records/sd1/paper/15fd154cc1d2a6c30940/record.json b/records/sd1/paper/15fd154cc1d2a6c30940/record.json deleted file mode 100644 index d97ba7f7dec6d3bc18ff60addb01d758a8f098ad..0000000000000000000000000000000000000000 --- a/records/sd1/paper/15fd154cc1d2a6c30940/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "15fd154cc1d2a6c30940", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:20:20Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Mountain landscape at sunset", - "prompt_key": "e8d235cd25ffb3ab" - }, - "bends": [ - { - "path": "input_blocks.3.0.op", - "op": "multiply", - "args": { - "scalar": 0.0 - }, - "group": "in.hi", - "kind": "downsample", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero", - "module_type": "Conv2d", - "container": "Downsample" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "185264b87bbdcfccebc3" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_4_3_0.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/160ead4cbf765299aab9/measurements.json b/records/sd1/paper/160ead4cbf765299aab9/measurements.json deleted file mode 100644 index 9e91d75510d7e72fea8e6264294cbaede849bda0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/160ead4cbf765299aab9/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "160ead4cbf765299aab9", - "values": { - "cosine_distance": { - "value": 0.004415, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.005293, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.005002, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.001385, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.272, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00629, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.734, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/160ead4cbf765299aab9/output.webp b/records/sd1/paper/160ead4cbf765299aab9/output.webp deleted file mode 100644 index c5c695c740e40de13ce0dcdac01ab107068f42dd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/160ead4cbf765299aab9/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3a020b8ecc734afcc7474515002626b2c323de6475d5bc89aa2c5f0e96b43f4a -size 27088 diff --git a/records/sd1/paper/160ead4cbf765299aab9/record.json b/records/sd1/paper/160ead4cbf765299aab9/record.json deleted file mode 100644 index d1a114504ac2ea3653a3350dfe7b63593610d19a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/160ead4cbf765299aab9/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "160ead4cbf765299aab9", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:43Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.1.transformer_blocks.0.attn1.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.lo", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/600bcbd80ec7b2840a5dfcee8ad0c8f1c39b5d9c49a0607dbea57c76cec7f513.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "600bcbd80ec7b2840a5dfcee8ad0c8f1c39b5d9c49a0607dbea57c76cec7f513", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1618fb9ccf5c183eeda7/measurements.json b/records/sd1/paper/1618fb9ccf5c183eeda7/measurements.json deleted file mode 100644 index 7d0e03735637ad02dd049af38ab8780cf5f4aefb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1618fb9ccf5c183eeda7/measurements.json +++ /dev/null @@ -1,22 +0,0 @@ -{ - "record": "1618fb9ccf5c183eeda7", - "values": { - "std": { - "value": 66.552, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00634, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 5.121, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1618fb9ccf5c183eeda7/output.webp b/records/sd1/paper/1618fb9ccf5c183eeda7/output.webp deleted file mode 100644 index 47f884c7d82580d6498ceeb7af79ef216f720161..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1618fb9ccf5c183eeda7/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5e8098c900ae83b38e5736f7f46917129565f29f772c5ec60c3f8e52f23e3893 -size 17404 diff --git a/records/sd1/paper/1618fb9ccf5c183eeda7/record.json b/records/sd1/paper/1618fb9ccf5c183eeda7/record.json deleted file mode 100644 index ff2570a3a798ff5f983aeb4f1f151d70ffd1bc81..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1618fb9ccf5c183eeda7/record.json +++ /dev/null @@ -1,67 +0,0 @@ -{ - "id": "1618fb9ccf5c183eeda7", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:21:27Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "seed": 42, - "steps": 20, - "cfg": 7.0, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "prompt": "Analog style portrait of a person", - "width": 512, - "height": 512, - "route": "txt2img", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 0.0 - }, - "group": "out.lo", - "kind": "norm", - "start": 0.5, - "end": 0.75, - "window": "middle", - "bucket": "zero", - "steps_min": 10, - "steps_max": 14, - "module_type": "LayerNorm", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "d5c46eaa4b33a3b46e48" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "10--15.png", - "figure": "Fig. 18", - "window": "steps 10-15 of 20", - "bend_from": "paper §4.4 (the PNG names the web UI selection only)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/161d62084084d12307da/interpretations.jsonl b/records/sd1/paper/161d62084084d12307da/interpretations.jsonl deleted file mode 100644 index bee2fa298db327364ff094ed28a7741c59adcdfc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/161d62084084d12307da/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "161d62084084d12307da"}, "kind": "caption", "value": "Young woman with short dark hair in black top, grey vintage photo portrait, firmer expression", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:32:42Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "b361eb0e05a366e2"} -{"target": {"record": "161d62084084d12307da"}, "kind": "change", "value": "Composition and palette stay the same; the face becomes slightly more angular and the hair more swept back.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:32:42Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1982021477e28e84"} -{"target": {"record": "161d62084084d12307da"}, "kind": "keywords", "value": ["vintage portrait", "short hair", "grey background", "face variation"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:32:42Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "8890ebb5b25e8890"} -{"target": {"record": "161d62084084d12307da"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:32:42Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "9156e561861bc990"} diff --git a/records/sd1/paper/161d62084084d12307da/measurements.json b/records/sd1/paper/161d62084084d12307da/measurements.json deleted file mode 100644 index b027a6dae8b64d43a971d74cf6788d9867b92ae5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/161d62084084d12307da/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "161d62084084d12307da", - "values": { - "cosine_distance": { - "value": 0.120878, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.113894, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.060101, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.055412, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.569, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00676, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 14.928, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/161d62084084d12307da/output.webp b/records/sd1/paper/161d62084084d12307da/output.webp deleted file mode 100644 index 3cf67b921f1bf0b39e730fc0a3a189e2a8a7a923..0000000000000000000000000000000000000000 --- a/records/sd1/paper/161d62084084d12307da/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9c4e0f7b2c302eae5f6bfb606876b5a8c5a826d1e834863ff69c84c207cb77cd -size 26640 diff --git a/records/sd1/paper/161d62084084d12307da/record.json b/records/sd1/paper/161d62084084d12307da/record.json deleted file mode 100644 index 579eeaf49e1273ca27eca1a7d8c1c6c1c4e69a98..0000000000000000000000000000000000000000 --- a/records/sd1/paper/161d62084084d12307da/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "161d62084084d12307da", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:23Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.transformer_blocks.0.attn1.to_out.1", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "in.hi", - "kind": "self_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/025eb6e2f9e034d2101bcfff72116bd1f6e028c4a6652bfe7011187e3b362d2e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "025eb6e2f9e034d2101bcfff72116bd1f6e028c4a6652bfe7011187e3b362d2e", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1622e1e1ed03693bb91b/measurements.json b/records/sd1/paper/1622e1e1ed03693bb91b/measurements.json deleted file mode 100644 index e7ac457b98a6b92eda09be3fb62ab0d172b8ee0c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1622e1e1ed03693bb91b/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1622e1e1ed03693bb91b", - "values": { - "cosine_distance": { - "value": 0.324014, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.494591, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.255626, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.213133, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 57.328, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00425, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 39.844, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1622e1e1ed03693bb91b/output.webp b/records/sd1/paper/1622e1e1ed03693bb91b/output.webp deleted file mode 100644 index dea8721d09974a9ef3f6b9a259e3a35898903350..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1622e1e1ed03693bb91b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:52549b53bcf3179b2b4f3302d4cd8996673a198a58cafb473f4996a559faf7fc -size 34750 diff --git a/records/sd1/paper/1622e1e1ed03693bb91b/record.json b/records/sd1/paper/1622e1e1ed03693bb91b/record.json deleted file mode 100644 index 43d2548d13c3f9fa9b100a8b353e0a45be53dc98..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1622e1e1ed03693bb91b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1622e1e1ed03693bb91b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:44Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.0.in_layers.0", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.mid", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/c33578c751c76bece67e675294183e223db95b5b67c8bc9768c61a919e1ab904.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "c33578c751c76bece67e675294183e223db95b5b67c8bc9768c61a919e1ab904", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/162309265668fc1152c1/interpretations.jsonl b/records/sd1/paper/162309265668fc1152c1/interpretations.jsonl deleted file mode 100644 index 7fc28cc7950201d848966e0cb15a297df57609d3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/162309265668fc1152c1/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "162309265668fc1152c1"}, "kind": "caption", "value": "Young man with swept dark hair in dark denim shirt against grey-green backdrop", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:34:44Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "df1fa24b259db78f"} -{"target": {"record": "162309265668fc1152c1"}, "kind": "change", "value": "The woman becomes a young man in a dark shirt, with the same muted grey-green studio palette and framing slightly tighter.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:34:44Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "b51a65c212d26d48"} -{"target": {"record": "162309265668fc1152c1"}, "kind": "keywords", "value": ["gender swap", "young man portrait", "studio portrait", "muted palette"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:34:44Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "241d884b67955527"} -{"target": {"record": "162309265668fc1152c1"}, "kind": "effect_tags", "value": ["subject_kept", "colour_shift"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:34:44Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "afac96a50bb6175c"} diff --git a/records/sd1/paper/162309265668fc1152c1/measurements.json b/records/sd1/paper/162309265668fc1152c1/measurements.json deleted file mode 100644 index f322f696dde37e2910ecc7c8f966cae50d076bbc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/162309265668fc1152c1/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "162309265668fc1152c1", - "values": { - "cosine_distance": { - "value": 0.208, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.220888, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.248634, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.186493, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.401, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0037, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 23.66, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/162309265668fc1152c1/output.webp b/records/sd1/paper/162309265668fc1152c1/output.webp deleted file mode 100644 index 66eae8759455fe2951f9a7c8ed80e9ac29ad9780..0000000000000000000000000000000000000000 --- a/records/sd1/paper/162309265668fc1152c1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:34f5f95849338e8cfd5ea7953746e0ed0fb24c744677ea650869f01aefa9ba12 -size 23106 diff --git a/records/sd1/paper/162309265668fc1152c1/record.json b/records/sd1/paper/162309265668fc1152c1/record.json deleted file mode 100644 index e2eae70a81b5ac225cbaec6aa6f2e5345175e315..0000000000000000000000000000000000000000 --- a/records/sd1/paper/162309265668fc1152c1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "162309265668fc1152c1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:14Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.transformer_blocks.0.ff.net.1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.lo", - "kind": "ff", - "module_type": "Dropout", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/212900caade02a826f8cc4d39b65617f75462ac914698f7a228c776d7cc56717.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "212900caade02a826f8cc4d39b65617f75462ac914698f7a228c776d7cc56717", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1623fc89285f7c678bd0/measurements.json b/records/sd1/paper/1623fc89285f7c678bd0/measurements.json deleted file mode 100644 index dddf251f5fc18f6283df8477314eaecda36844a8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1623fc89285f7c678bd0/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1623fc89285f7c678bd0", - "values": { - "std": { - "value": 32.23, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00189, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 26.944, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.137729, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.216329, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.042881, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1623fc89285f7c678bd0/output.webp b/records/sd1/paper/1623fc89285f7c678bd0/output.webp deleted file mode 100644 index acdbf8c5d176ef0219cb31b35f5be223b82e1c51..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1623fc89285f7c678bd0/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:16b05168bb21759354579a4ee93cb503aaf6cda5d4f5272e4fc489e64c21992b -size 9404 diff --git a/records/sd1/paper/1623fc89285f7c678bd0/record.json b/records/sd1/paper/1623fc89285f7c678bd0/record.json deleted file mode 100644 index 215cbbc7cbb0fda44c6b4221b6d3efdeb5a952bb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1623fc89285f7c678bd0/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1623fc89285f7c678bd0", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:21:12Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "a floating orb", - "prompt_key": "fb15f7e4e0ae60c7" - }, - "bends": [ - { - "path": "input_blocks.4.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.mid", - "kind": "skip", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "Conv2d", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "103400deb9b8bb4de6ea" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_5_6_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/163119af0dac59b90360/measurements.json b/records/sd1/paper/163119af0dac59b90360/measurements.json deleted file mode 100644 index 6a498f63e49efc2fd6d0545f0ea15049f63a4361..0000000000000000000000000000000000000000 --- a/records/sd1/paper/163119af0dac59b90360/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "163119af0dac59b90360", - "values": { - "std": { - "value": 78.827, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.02604, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 59.125, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.637321, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.369658, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.225522, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/163119af0dac59b90360/output.webp b/records/sd1/paper/163119af0dac59b90360/output.webp deleted file mode 100644 index 46b52970b8ea26ae2ba969a13d2cc5e0e17cea6a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/163119af0dac59b90360/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b1f3c8997cdb0dd84f44806bd2762e2b88a7ce4eb480061742c0c968d9028529 -size 49500 diff --git a/records/sd1/paper/163119af0dac59b90360/record.json b/records/sd1/paper/163119af0dac59b90360/record.json deleted file mode 100644 index 071793e8166f585c20dc71e3c1aa1782d2a2b404..0000000000000000000000000000000000000000 --- a/records/sd1/paper/163119af0dac59b90360/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "163119af0dac59b90360", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:50:29Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "time_embed.2", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "embed", - "kind": "time_embed", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "Linear", - "container": "Sequential" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "d5c46eaa4b33a3b46e48" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_0_0_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/163411317d4d4d3dc273/interpretations.jsonl b/records/sd1/paper/163411317d4d4d3dc273/interpretations.jsonl deleted file mode 100644 index 5b93292ee7c7b7c993681753b3dc1bfbf46c6486..0000000000000000000000000000000000000000 --- a/records/sd1/paper/163411317d4d4d3dc273/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "163411317d4d4d3dc273"}, "kind": "caption", "value": "Soft, bright close-up of a young woman with sleek parted hair in a black turtleneck", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:40:54Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "14296189966918b7"} -{"target": {"record": "163411317d4d4d3dc273"}, "kind": "change", "value": "The camera moves closer onto a clean pale background without the print border; hair becomes sleek and centre-parted and contrast softens.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:40:54Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "b9c39923002062af"} -{"target": {"record": "163411317d4d4d3dc273"}, "kind": "keywords", "value": ["close-up portrait", "turtleneck", "pale background", "soft light"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:40:54Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "84b6be71c2c5e919"} -{"target": {"record": "163411317d4d4d3dc273"}, "kind": "effect_tags", "value": ["zoom", "bright", "subject_kept", "framing"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:40:54Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "46e35850dd7e324e"} diff --git a/records/sd1/paper/163411317d4d4d3dc273/measurements.json b/records/sd1/paper/163411317d4d4d3dc273/measurements.json deleted file mode 100644 index cda5604caf51be7a2f10f074b2ea6d5a6d39710e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/163411317d4d4d3dc273/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "163411317d4d4d3dc273", - "values": { - "cosine_distance": { - "value": 0.417139, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.429131, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.338517, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.13367, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 69.349, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00358, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 47.851, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/163411317d4d4d3dc273/output.webp b/records/sd1/paper/163411317d4d4d3dc273/output.webp deleted file mode 100644 index dfa0837f4b7f34f3015b76f78433154760d199aa..0000000000000000000000000000000000000000 --- a/records/sd1/paper/163411317d4d4d3dc273/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1b416553d3eabb6b5766e72095fb891855be6092a215de1855d3a682d9b29823 -size 20784 diff --git a/records/sd1/paper/163411317d4d4d3dc273/record.json b/records/sd1/paper/163411317d4d4d3dc273/record.json deleted file mode 100644 index 83b1a2b3ec0a0c8810e8c8bff904af9ab2069c47..0000000000000000000000000000000000000000 --- a/records/sd1/paper/163411317d4d4d3dc273/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "163411317d4d4d3dc273", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:35Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.transformer_blocks.0.ff.net.0.proj", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.mid", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/ca9f5291e645ed53c86bb779ebc759746788da0294d1be72c4346e29cce3dc62.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "ca9f5291e645ed53c86bb779ebc759746788da0294d1be72c4346e29cce3dc62", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.GEGLU.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/163ead89c08314ecc8a2/measurements.json b/records/sd1/paper/163ead89c08314ecc8a2/measurements.json deleted file mode 100644 index c49fb573e9b64730574b435d1ac05fe1d494d77f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/163ead89c08314ecc8a2/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "163ead89c08314ecc8a2", - "values": { - "cosine_distance": { - "value": 0.077396, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.096995, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.042287, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.057256, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.79, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00695, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 11.258, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/163ead89c08314ecc8a2/output.webp b/records/sd1/paper/163ead89c08314ecc8a2/output.webp deleted file mode 100644 index 9fdb2f207e43bc9db2811516beda4f4490e352c1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/163ead89c08314ecc8a2/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9aa3ac846acbb25ac1bdf6ac8396d185d7bb9c524b371cf604bcdad2cb7310c0 -size 31560 diff --git a/records/sd1/paper/163ead89c08314ecc8a2/record.json b/records/sd1/paper/163ead89c08314ecc8a2/record.json deleted file mode 100644 index 489ae9f1637b19976f74f04b5abd6c174cf790c2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/163ead89c08314ecc8a2/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "163ead89c08314ecc8a2", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:47Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.transformer_blocks.0.norm2", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.mid", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/b51f516af806b4b9461c480444ce7e2e2b40b73a7b835e4ecd60c0d3eda203c4.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b51f516af806b4b9461c480444ce7e2e2b40b73a7b835e4ecd60c0d3eda203c4", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/165231db8034e6161991/interpretations.jsonl b/records/sd1/paper/165231db8034e6161991/interpretations.jsonl deleted file mode 100644 index d353f318532e074d2e8a3ae8d81e90cf985a3658..0000000000000000000000000000000000000000 --- a/records/sd1/paper/165231db8034e6161991/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "165231db8034e6161991"}, "kind": "caption", "value": "Surreal faded collage of fragmented face, paper shapes and pastel cutouts in muted tones", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:55:54Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "e6d3e6f38bd72d8e"} -{"target": {"record": "165231db8034e6161991"}, "kind": "change", "value": "The portrait turns into a hazy, washed-out surreal collage: a fragmented, mask-like face is overlaid with paper-like cutouts and pastel shapes inside a soft vignette.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:55:54Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ed0f0e8ced3c7e1b"} -{"target": {"record": "165231db8034e6161991"}, "kind": "keywords", "value": ["surreal collage", "fragmented face", "pastel cutouts", "faded", "dreamlike"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:55:54Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ef0a73100269cf65"} -{"target": {"record": "165231db8034e6161991"}, "kind": "effect_tags", "value": ["surreal", "fragmented", "washed_out", "distorted", "style_change", "new_composition"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:55:54Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "3075336234ded86b"} diff --git a/records/sd1/paper/165231db8034e6161991/measurements.json b/records/sd1/paper/165231db8034e6161991/measurements.json deleted file mode 100644 index 33086806b0a64d7955c263746f86f8b873c53175..0000000000000000000000000000000000000000 --- a/records/sd1/paper/165231db8034e6161991/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "165231db8034e6161991", - "values": { - "cosine_distance": { - "value": 0.457142, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.590515, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.726447, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.340327, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 35.297, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00899, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 41.893, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/165231db8034e6161991/output.webp b/records/sd1/paper/165231db8034e6161991/output.webp deleted file mode 100644 index ddd8009ca46fbdd9c7e7d4b56b3939bbde4f4017..0000000000000000000000000000000000000000 --- a/records/sd1/paper/165231db8034e6161991/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:8990088ae3e27ae4d63ad40106adb8ba9a3a9d10c0f243bd9f12d11a5e1659d8 -size 45276 diff --git a/records/sd1/paper/165231db8034e6161991/record.json b/records/sd1/paper/165231db8034e6161991/record.json deleted file mode 100644 index 5810f5a274010bb92e7b109efc04a000519ea4c6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/165231db8034e6161991/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "165231db8034e6161991", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:24Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.transformer_blocks.0.attn2.to_out.1", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.lo", - "kind": "cross_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/5ee6fe65f3a00c2c2f1f003802ca7135d72cd0d814cfc00d36e052bfbeec2f5e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "5ee6fe65f3a00c2c2f1f003802ca7135d72cd0d814cfc00d36e052bfbeec2f5e", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/165635da32691dfcc9c1/measurements.json b/records/sd1/paper/165635da32691dfcc9c1/measurements.json deleted file mode 100644 index 3b89d224a876d4f3c0407a0ed3173b480264fa9f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/165635da32691dfcc9c1/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "165635da32691dfcc9c1", - "values": { - "cosine_distance": { - "value": 0.002158, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.001994, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.000973, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.001277, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.365, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00628, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.492, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/165635da32691dfcc9c1/output.webp b/records/sd1/paper/165635da32691dfcc9c1/output.webp deleted file mode 100644 index 66063e98261c3b7f2d5c6975cfd74062c0e81675..0000000000000000000000000000000000000000 --- a/records/sd1/paper/165635da32691dfcc9c1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d00593b6fefa6f096521216a38fc180a0104e349b002f76c078e70b721ea4df6 -size 28416 diff --git a/records/sd1/paper/165635da32691dfcc9c1/record.json b/records/sd1/paper/165635da32691dfcc9c1/record.json deleted file mode 100644 index 2f4ce684c51ebc58cba58d37fce89c32ceddb222..0000000000000000000000000000000000000000 --- a/records/sd1/paper/165635da32691dfcc9c1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "165635da32691dfcc9c1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:44Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.1.transformer_blocks.0.attn2.to_k", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "in.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/bce5d0414d3242d971de2ebed250d2bed82799889e75e48d142245c99dfa5b23.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "bce5d0414d3242d971de2ebed250d2bed82799889e75e48d142245c99dfa5b23", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1666922a543c56d4cf0e/measurements.json b/records/sd1/paper/1666922a543c56d4cf0e/measurements.json deleted file mode 100644 index bedabde0a807a0dcc78cd63ea91f79ce50907bfa..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1666922a543c56d4cf0e/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1666922a543c56d4cf0e", - "values": { - "std": { - "value": 100.704, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.05926, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 97.86, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.755486, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.90023, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.373602, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1666922a543c56d4cf0e/output.webp b/records/sd1/paper/1666922a543c56d4cf0e/output.webp deleted file mode 100644 index 76fbf7f725431f040af2f7f4493c1178bd8ac407..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1666922a543c56d4cf0e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:18c5d078b2a6a187b2e18fa90480d2ed681e74458a7dd544e71fcd8de21691ed -size 62370 diff --git a/records/sd1/paper/1666922a543c56d4cf0e/record.json b/records/sd1/paper/1666922a543c56d4cf0e/record.json deleted file mode 100644 index 61d1a7313ca1bf198d9f161ba1f969b4d75fbdd4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1666922a543c56d4cf0e/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1666922a543c56d4cf0e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:50:51Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 123, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "time_embed.2", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "embed", - "kind": "time_embed", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "Linear", - "container": "Sequential" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "c9418495aefcf734c9e1" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_0_2_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/166c554390a1d6b718dd/interpretations.jsonl b/records/sd1/paper/166c554390a1d6b718dd/interpretations.jsonl deleted file mode 100644 index 7be9c77882f9040019bf7b6454a00401fca5380f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/166c554390a1d6b718dd/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "166c554390a1d6b718dd"}, "kind": "caption", "value": "Loose ink caricature sketch of a gaunt man's face on sepia paper.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:01:33Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ce2200bd5164b0f3"} -{"target": {"record": "166c554390a1d6b718dd"}, "kind": "change", "value": "The photo becomes a scratchy sepia ink sketch of a distorted, caricatured older face with wild hair.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:01:33Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ab76002a774a4ae0"} -{"target": {"record": "166c554390a1d6b718dd"}, "kind": "keywords", "value": ["ink sketch", "caricature", "sepia drawing", "line art", "distorted face"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:01:33Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "dcc12bf365b94f55"} -{"target": {"record": "166c554390a1d6b718dd"}, "kind": "effect_tags", "value": ["style_change", "distorted", "desaturated", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:01:33Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a6f5956ff86eac2e"} diff --git a/records/sd1/paper/166c554390a1d6b718dd/measurements.json b/records/sd1/paper/166c554390a1d6b718dd/measurements.json deleted file mode 100644 index 6d2bf4a9b443801f7abfef9dfff43c2fd36977b5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/166c554390a1d6b718dd/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "166c554390a1d6b718dd", - "values": { - "cosine_distance": { - "value": 0.344425, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.456305, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.465736, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.362879, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 51.505, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0105, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 34.125, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/166c554390a1d6b718dd/output.webp b/records/sd1/paper/166c554390a1d6b718dd/output.webp deleted file mode 100644 index 890901c515ae09fe421ba17e6a9adfeac7305cb7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/166c554390a1d6b718dd/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3e0249ec988657876576ebf098ca44e83cf4269cd492cc68dc9d20ae3a38a7c4 -size 49018 diff --git a/records/sd1/paper/166c554390a1d6b718dd/record.json b/records/sd1/paper/166c554390a1d6b718dd/record.json deleted file mode 100644 index 3e0ccb5959d1cf6011791984945fc28b49345bcc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/166c554390a1d6b718dd/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "166c554390a1d6b718dd", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:28Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.transformer_blocks.0.ff.net.0.proj", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.mid", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/992a3dfeb80d8c0b72d4cde2b72ea247cc6b3a1afe1f4d443bb4a3484ec1a429.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "992a3dfeb80d8c0b72d4cde2b72ea247cc6b3a1afe1f4d443bb4a3484ec1a429", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.GEGLU.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1679bbee8abc5d054b08/measurements.json b/records/sd1/paper/1679bbee8abc5d054b08/measurements.json deleted file mode 100644 index e0203347c6b734363fbb665189f07b70318d9a19..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1679bbee8abc5d054b08/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1679bbee8abc5d054b08", - "values": { - "cosine_distance": { - "value": 0.020522, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.017331, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.009992, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.010409, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.115, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00635, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 5.359, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1679bbee8abc5d054b08/output.webp b/records/sd1/paper/1679bbee8abc5d054b08/output.webp deleted file mode 100644 index e3deea823ef561d08361e504a836a70fa92546fe..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1679bbee8abc5d054b08/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0b8064780c8a702f56bbbbf3a349e9ceb12612c4a0dc9d27e3c4d4e09aa8c994 -size 27768 diff --git a/records/sd1/paper/1679bbee8abc5d054b08/record.json b/records/sd1/paper/1679bbee8abc5d054b08/record.json deleted file mode 100644 index e54eb08701bd5af23476d1607dce99cddacc6d78..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1679bbee8abc5d054b08/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1679bbee8abc5d054b08", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:03Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.ff.net.0.proj", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "mid", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/85b35d406fb056a79ceafa8deb8a7b012b08d6a48fb6384351f9441cbbde46ec.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "85b35d406fb056a79ceafa8deb8a7b012b08d6a48fb6384351f9441cbbde46ec", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.GEGLU.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16816bc110ad131128e4/measurements.json b/records/sd1/paper/16816bc110ad131128e4/measurements.json deleted file mode 100644 index 80c0c361bfd4ce2034f5ce1d96ce28fad1b6e184..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16816bc110ad131128e4/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "16816bc110ad131128e4", - "values": { - "cosine_distance": { - "value": 0.110854, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.101566, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.031856, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.058687, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.288, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0055, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 15.543, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16816bc110ad131128e4/output.webp b/records/sd1/paper/16816bc110ad131128e4/output.webp deleted file mode 100644 index e69958844fec1b27f982d79fb8c5868b90eb1686..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16816bc110ad131128e4/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:585830407a553ecf2ce43b42123c54f909f581ed21752ee4a9b7ac09382c5d6d -size 28174 diff --git a/records/sd1/paper/16816bc110ad131128e4/record.json b/records/sd1/paper/16816bc110ad131128e4/record.json deleted file mode 100644 index f6eb7b1e7d7c97ad51297e07ea0f0f2b62f59386..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16816bc110ad131128e4/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "16816bc110ad131128e4", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:55Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.2.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.lo", - "kind": "skip", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/d723fd6ac6f3e6d0e30d2f9e0193e092706b57a9edf37f85071c15815377157a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "d723fd6ac6f3e6d0e30d2f9e0193e092706b57a9edf37f85071c15815377157a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1683e7d1866e7a38ba60/measurements.json b/records/sd1/paper/1683e7d1866e7a38ba60/measurements.json deleted file mode 100644 index ac30086fe80c557b17ae79c1566678173b73650f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1683e7d1866e7a38ba60/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1683e7d1866e7a38ba60", - "values": { - "cosine_distance": { - "value": 0.16543, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.1524, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.106794, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.09483, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 59.836, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00616, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 18.77, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1683e7d1866e7a38ba60/output.webp b/records/sd1/paper/1683e7d1866e7a38ba60/output.webp deleted file mode 100644 index 15d5b27887fd1e47f2979fba71ecff3ed7d4ab62..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1683e7d1866e7a38ba60/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fc048906dfed635974c40e8b5180a55521949f130c30cce47a430dbca956d9b1 -size 29556 diff --git a/records/sd1/paper/1683e7d1866e7a38ba60/record.json b/records/sd1/paper/1683e7d1866e7a38ba60/record.json deleted file mode 100644 index 1787fd67a47c3f16e8047cf7091077dc6232144c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1683e7d1866e7a38ba60/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1683e7d1866e7a38ba60", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:08Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.transformer_blocks.0.attn1.to_q", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.lo", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/7454365b71f8082a643fbf46332482354913796fce756c6c46cb2e05f86924dc.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7454365b71f8082a643fbf46332482354913796fce756c6c46cb2e05f86924dc", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1686761417038232374c/measurements.json b/records/sd1/paper/1686761417038232374c/measurements.json deleted file mode 100644 index ed7c266fb0890f770b630669879180a4b0dcb342..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1686761417038232374c/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1686761417038232374c", - "values": { - "cosine_distance": { - "value": 0.455977, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.449199, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.530604, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.422344, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 75.086, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00811, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 45.153, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1686761417038232374c/output.webp b/records/sd1/paper/1686761417038232374c/output.webp deleted file mode 100644 index 722e8a20250771e11418f1b5af6e6352aad0f866..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1686761417038232374c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7db9b160147b1a69ab50f0195db682b3adb648e21326c8243e99fe779ca82c02 -size 35576 diff --git a/records/sd1/paper/1686761417038232374c/record.json b/records/sd1/paper/1686761417038232374c/record.json deleted file mode 100644 index fe280ce2c29d8c0fe039641365c7c06d121c732a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1686761417038232374c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1686761417038232374c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:08Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.1.transformer_blocks.0.attn2.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "in.hi", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/0fbde16d2df63ca121975ed4eaacc33f6ddb83739926795b98f47fa24f1883c9.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "0fbde16d2df63ca121975ed4eaacc33f6ddb83739926795b98f47fa24f1883c9", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1689aae8b6fb6ea8123c/measurements.json b/records/sd1/paper/1689aae8b6fb6ea8123c/measurements.json deleted file mode 100644 index fe3f81ffc90d1de64eadf9d08d0437148cadb6bb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1689aae8b6fb6ea8123c/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1689aae8b6fb6ea8123c", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": -0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.366, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00648, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1689aae8b6fb6ea8123c/output.webp b/records/sd1/paper/1689aae8b6fb6ea8123c/output.webp deleted file mode 100644 index 27ca0f5033fd5be46d7b6f6ec3c180ea814eeb17..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1689aae8b6fb6ea8123c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4b3662989ad7f065c8c9f61ae51efc70963c7f36666064c00ec298e85a98a37e -size 30794 diff --git a/records/sd1/paper/1689aae8b6fb6ea8123c/record.json b/records/sd1/paper/1689aae8b6fb6ea8123c/record.json deleted file mode 100644 index 38c5f33a88d8ba0711c107696083fd8c1d32b379..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1689aae8b6fb6ea8123c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1689aae8b6fb6ea8123c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:42Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.0.0.h_upd", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/ad12c41f06ec6ac57b99ea1e999b2b50470a0f3893b8bff590949bf80585716f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "ad12c41f06ec6ac57b99ea1e999b2b50470a0f3893b8bff590949bf80585716f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/168a78a9ddcffa3bbbfe/measurements.json b/records/sd1/paper/168a78a9ddcffa3bbbfe/measurements.json deleted file mode 100644 index 57fb31246e19da7343e65341f8351b962094f4d1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/168a78a9ddcffa3bbbfe/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "168a78a9ddcffa3bbbfe", - "values": { - "cosine_distance": { - "value": 0.207155, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.253737, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.094609, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.114642, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 56.169, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00579, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 31.488, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/168a78a9ddcffa3bbbfe/output.webp b/records/sd1/paper/168a78a9ddcffa3bbbfe/output.webp deleted file mode 100644 index 4b26b4fdf53cb646100103fcc2e4f5f5151bfd28..0000000000000000000000000000000000000000 --- a/records/sd1/paper/168a78a9ddcffa3bbbfe/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a64f603e7d5a1f674bccc2f665ca81d83e46a3bd1a1fb9578f84563a1c5f174c -size 32452 diff --git a/records/sd1/paper/168a78a9ddcffa3bbbfe/record.json b/records/sd1/paper/168a78a9ddcffa3bbbfe/record.json deleted file mode 100644 index 26d14ce776482b22285cc776081525ab624c6d6a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/168a78a9ddcffa3bbbfe/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "168a78a9ddcffa3bbbfe", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:01Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.lo", - "kind": "skip", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/26d22043271570a0355c81bbf24602b883c75b10e141c58b62118ca012b4d038.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "26d22043271570a0355c81bbf24602b883c75b10e141c58b62118ca012b4d038", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/168bda83a75385484f4e/measurements.json b/records/sd1/paper/168bda83a75385484f4e/measurements.json deleted file mode 100644 index 5e40f3b075b8185536d8657bae2fe0904b2675d8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/168bda83a75385484f4e/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "168bda83a75385484f4e", - "values": { - "cosine_distance": { - "value": 0.796342, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.812426, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.91056, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.465731, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 6.104, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.02868, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 74.638, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/168bda83a75385484f4e/output.webp b/records/sd1/paper/168bda83a75385484f4e/output.webp deleted file mode 100644 index 7a213368d215daf394ecaceb7fbd798c346a2936..0000000000000000000000000000000000000000 --- a/records/sd1/paper/168bda83a75385484f4e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:dc935bd12013e6ca1acb0a3eee0ca027130dd7f20cb8f59fbe3014425909dbae -size 17342 diff --git a/records/sd1/paper/168bda83a75385484f4e/record.json b/records/sd1/paper/168bda83a75385484f4e/record.json deleted file mode 100644 index cdaa6f57f4242f601cd70282d7b955bbb85b2e10..0000000000000000000000000000000000000000 --- a/records/sd1/paper/168bda83a75385484f4e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "168bda83a75385484f4e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:33:48Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.0.in_layers.0", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/ba61192382b3c2a7d82c27f0a8bf22b3cdd66da091a0c7d58adb3790d2c0d99f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "ba61192382b3c2a7d82c27f0a8bf22b3cdd66da091a0c7d58adb3790d2c0d99f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/168ca3034174f685c652/measurements.json b/records/sd1/paper/168ca3034174f685c652/measurements.json deleted file mode 100644 index 42d325abea448e74c2ca9e9eb6acc3d5ddb82457..0000000000000000000000000000000000000000 --- a/records/sd1/paper/168ca3034174f685c652/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "168ca3034174f685c652", - "values": { - "cosine_distance": { - "value": 0.481463, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.505869, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.305905, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.157954, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 83.92, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00484, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 58.826, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/168ca3034174f685c652/output.webp b/records/sd1/paper/168ca3034174f685c652/output.webp deleted file mode 100644 index 79e4aa836c2bac5702c7275be0883b83da096a98..0000000000000000000000000000000000000000 --- a/records/sd1/paper/168ca3034174f685c652/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:40089c1ea7ddc3626932601b21a30126842d05638772ea81ba7c08e2e9e212bc -size 22778 diff --git a/records/sd1/paper/168ca3034174f685c652/record.json b/records/sd1/paper/168ca3034174f685c652/record.json deleted file mode 100644 index b5c6fedecfe34e668276fd8a68e9dbd772da3fc7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/168ca3034174f685c652/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "168ca3034174f685c652", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:40Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.1.transformer_blocks.0.ff.net.1", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.lo", - "kind": "ff", - "module_type": "Dropout", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/cf86c710ca20e4dea9154af0bf510a32ebdee7f0f804f3250999fe7a7d19814d.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "cf86c710ca20e4dea9154af0bf510a32ebdee7f0f804f3250999fe7a7d19814d", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1692f8aef421723a7bdb/measurements.json b/records/sd1/paper/1692f8aef421723a7bdb/measurements.json deleted file mode 100644 index 80216a300a2609af6dd5a4cfa8be5951f33e89f9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1692f8aef421723a7bdb/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1692f8aef421723a7bdb", - "values": { - "cosine_distance": { - "value": 0.100435, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.114009, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.057206, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.115507, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 68.12, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00702, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 13.604, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1692f8aef421723a7bdb/output.webp b/records/sd1/paper/1692f8aef421723a7bdb/output.webp deleted file mode 100644 index f58e2b0f48af8a95771803b0b7f5392a37c344ed..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1692f8aef421723a7bdb/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b5d42e7af76ed883f61ca773eaab09e2dbfe8414b45dfe01969a2ca04ff27605 -size 26138 diff --git a/records/sd1/paper/1692f8aef421723a7bdb/record.json b/records/sd1/paper/1692f8aef421723a7bdb/record.json deleted file mode 100644 index 82877bb860c2e2ff4e48b8b00af49c5b80a2781a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1692f8aef421723a7bdb/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1692f8aef421723a7bdb", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:53Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.attn2.to_q", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.lo", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/15f8c0db820b04f31b74ebec0ebedd3fb8e52708343b6b3b458a775a2b826948.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "15f8c0db820b04f31b74ebec0ebedd3fb8e52708343b6b3b458a775a2b826948", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1693d6f147977322b95d/measurements.json b/records/sd1/paper/1693d6f147977322b95d/measurements.json deleted file mode 100644 index 4c19d0d2ddfd01ab3fc20424a60d85d5cd69780f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1693d6f147977322b95d/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1693d6f147977322b95d", - "values": { - "cosine_distance": { - "value": 0.000488, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.001014, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.000575, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.000503, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.491, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0065, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.273, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1693d6f147977322b95d/output.webp b/records/sd1/paper/1693d6f147977322b95d/output.webp deleted file mode 100644 index e04fb55b92990368aabb4795b52bd713f5adf2e2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1693d6f147977322b95d/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f71ce4cb50fa7ab49f54524bdd092fa2b5f6a484c0e2864e663338183c19f032 -size 26994 diff --git a/records/sd1/paper/1693d6f147977322b95d/record.json b/records/sd1/paper/1693d6f147977322b95d/record.json deleted file mode 100644 index 1293198101abd6138c0a5dc891b4258d1d2f6a61..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1693d6f147977322b95d/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1693d6f147977322b95d", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:20Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.transformer_blocks.0.attn1.to_q", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.hi", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/16e32641df177703d8b448af6505234d2582803b93afaea23d2824947d616efd.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "16e32641df177703d8b448af6505234d2582803b93afaea23d2824947d616efd", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/169d6eef72d371f2ae6b/measurements.json b/records/sd1/paper/169d6eef72d371f2ae6b/measurements.json deleted file mode 100644 index 11a57d85f8f44b18ed28a61c8761b99793b995f8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/169d6eef72d371f2ae6b/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "169d6eef72d371f2ae6b", - "values": { - "std": { - "value": 76.174, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00671, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 34.316, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.504558, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.289765, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.197754, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/169d6eef72d371f2ae6b/output.webp b/records/sd1/paper/169d6eef72d371f2ae6b/output.webp deleted file mode 100644 index f7580b78e54a80acab911a2730649afb1a5adc11..0000000000000000000000000000000000000000 --- a/records/sd1/paper/169d6eef72d371f2ae6b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c26b6ea36f6b989196978368806f23a564eb76db7b566203cda1a516758fa1ca -size 36868 diff --git a/records/sd1/paper/169d6eef72d371f2ae6b/record.json b/records/sd1/paper/169d6eef72d371f2ae6b/record.json deleted file mode 100644 index 9957e92a194c1d2e0ef9e576e2fbc9eb356698c4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/169d6eef72d371f2ae6b/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "169d6eef72d371f2ae6b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:50:42Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 0, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.0.out_layers.2", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.hi", - "kind": "res_branch", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "Dropout", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "0b5cefe3c80cdcf62252" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_2_1_3.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/16afbe7a1e373ca44962/measurements.json b/records/sd1/paper/16afbe7a1e373ca44962/measurements.json deleted file mode 100644 index 1a52232b4c82d5e62d6e7c8625f5d2e27ed10360..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16afbe7a1e373ca44962/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "16afbe7a1e373ca44962", - "values": { - "cosine_distance": { - "value": 0.161221, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.125221, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.091345, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.07367, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.545, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00707, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 18.395, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16afbe7a1e373ca44962/output.webp b/records/sd1/paper/16afbe7a1e373ca44962/output.webp deleted file mode 100644 index 966951d89fe9b811faa515ee1dbca31e4907fbef..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16afbe7a1e373ca44962/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:aaddf85e7426c929dceb2d402235043d87ea222f6e2406002004e008d5316c2f -size 28212 diff --git a/records/sd1/paper/16afbe7a1e373ca44962/record.json b/records/sd1/paper/16afbe7a1e373ca44962/record.json deleted file mode 100644 index 2eba4a079ee3c0302fd608b6bb4f84e17fc1510e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16afbe7a1e373ca44962/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "16afbe7a1e373ca44962", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:52Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.1.transformer_blocks.0.norm2", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.mid", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/00cb009596984107aede35a1fe50c626735c25920287a3d15c3d309c1fddee1f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "00cb009596984107aede35a1fe50c626735c25920287a3d15c3d309c1fddee1f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16b893298f291d39d09b/measurements.json b/records/sd1/paper/16b893298f291d39d09b/measurements.json deleted file mode 100644 index 047227c1cc3c9484f1722c4c006f2a9cc8a18a8f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16b893298f291d39d09b/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "16b893298f291d39d09b", - "values": { - "cosine_distance": { - "value": 0.280212, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.308131, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.212194, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.144144, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 50.969, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0047, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 33.631, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16b893298f291d39d09b/output.webp b/records/sd1/paper/16b893298f291d39d09b/output.webp deleted file mode 100644 index 69d662834e09af484ea4b6a4539d79cff6debed9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16b893298f291d39d09b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7ee3b9821ff864a7a6901ac36b8bbf03fbcdab94b474dd99c22179cf2dc17102 -size 15796 diff --git a/records/sd1/paper/16b893298f291d39d09b/record.json b/records/sd1/paper/16b893298f291d39d09b/record.json deleted file mode 100644 index 7d28f87645c465661ef2aef86a638e719d502393..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16b893298f291d39d09b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "16b893298f291d39d09b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:05Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.0.in_layers.0", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/06ce7da3856b90811fb16cf772bcecc440081c39c753236e4ffd9302240ea1b6.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "06ce7da3856b90811fb16cf772bcecc440081c39c753236e4ffd9302240ea1b6", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16c3d7ba5ba67299a7aa/interpretations.jsonl b/records/sd1/paper/16c3d7ba5ba67299a7aa/interpretations.jsonl deleted file mode 100644 index 366b46dd9e76064f621951b621e83c6f35c69b2b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16c3d7ba5ba67299a7aa/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "16c3d7ba5ba67299a7aa"}, "kind": "caption", "value": "Short-haired woman in black top, three-quarter studio portrait on grey-green backdrop", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:03:41Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "e33e1cafc3ccb627"} -{"target": {"record": "16c3d7ba5ba67299a7aa"}, "kind": "change", "value": "Almost no visible change; the edges are a hair softer.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:03:41Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "fba2857b272dcaed"} -{"target": {"record": "16c3d7ba5ba67299a7aa"}, "kind": "keywords", "value": ["portrait", "near identical", "no change"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:03:41Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ac7f21861fd8aea9"} -{"target": {"record": "16c3d7ba5ba67299a7aa"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:03:41Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "4f09c85af920da03"} diff --git a/records/sd1/paper/16c3d7ba5ba67299a7aa/measurements.json b/records/sd1/paper/16c3d7ba5ba67299a7aa/measurements.json deleted file mode 100644 index 4ce237e157fe7d65f8f6ee455b3378933ff58f0c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16c3d7ba5ba67299a7aa/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "16c3d7ba5ba67299a7aa", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": -0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.432, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00645, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16c3d7ba5ba67299a7aa/output.webp b/records/sd1/paper/16c3d7ba5ba67299a7aa/output.webp deleted file mode 100644 index 2bab4746e60ee60542014a5a4795f9685c831c8e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16c3d7ba5ba67299a7aa/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fa05a54229c507875fe1ebf77c01037b00d5f1218255c44f6ced287cd5115c3b -size 27634 diff --git a/records/sd1/paper/16c3d7ba5ba67299a7aa/record.json b/records/sd1/paper/16c3d7ba5ba67299a7aa/record.json deleted file mode 100644 index ae9705f7cc0ca289e0f7c63c087fa806ab925e35..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16c3d7ba5ba67299a7aa/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "16c3d7ba5ba67299a7aa", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:48Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.0.h_upd", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/8435abe19ac85812d287efecec40be8c2bc9bc44bf86508f3d8174d067fcb82f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "8435abe19ac85812d287efecec40be8c2bc9bc44bf86508f3d8174d067fcb82f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16cb00841f11d00c2f82/measurements.json b/records/sd1/paper/16cb00841f11d00c2f82/measurements.json deleted file mode 100644 index d4a233dee4c9d7ca1c3d726c25064cd2ca8436fc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16cb00841f11d00c2f82/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "16cb00841f11d00c2f82", - "values": { - "std": { - "value": 32.087, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01613, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 44.027, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.591769, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.727365, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.350907, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16cb00841f11d00c2f82/output.webp b/records/sd1/paper/16cb00841f11d00c2f82/output.webp deleted file mode 100644 index 4d13d6ea07dd8b16e169c4a4a8da7d010b1262fc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16cb00841f11d00c2f82/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c3976e0457afbfaac6c9a6814dcdb56c2c66a32046340da50c40e0fbbebbe646 -size 26290 diff --git a/records/sd1/paper/16cb00841f11d00c2f82/record.json b/records/sd1/paper/16cb00841f11d00c2f82/record.json deleted file mode 100644 index 3406b5a64b5068134edb68a8840475ef3f9fd6ff..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16cb00841f11d00c2f82/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "16cb00841f11d00c2f82", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:21:02Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "unicorn", - "prompt_key": "f6af7152b80f28f6" - }, - "bends": [ - { - "path": "output_blocks.3.1.norm", - "op": "multiply", - "args": { - "scalar": 0.0 - }, - "group": "out.lo", - "kind": "norm", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero", - "module_type": "GroupNorm", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "77d8a524e7f761ddc4f4" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_10_5_0.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/16cef772afcb3a3daa23/measurements.json b/records/sd1/paper/16cef772afcb3a3daa23/measurements.json deleted file mode 100644 index 4471e34ea877f6cc5d629c245e3fd29294103060..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16cef772afcb3a3daa23/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "16cef772afcb3a3daa23", - "values": { - "cosine_distance": { - "value": 0.052001, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.055112, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.028593, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.036174, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 68.127, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00632, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 9.94, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16cef772afcb3a3daa23/output.webp b/records/sd1/paper/16cef772afcb3a3daa23/output.webp deleted file mode 100644 index bced085c0ef7c26b5933a2343fd6925592e0d5e3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16cef772afcb3a3daa23/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d505a7651ed45d9a19d894e8e394dbe6d19a9be30864e12c8d55237e37e84910 -size 29836 diff --git a/records/sd1/paper/16cef772afcb3a3daa23/record.json b/records/sd1/paper/16cef772afcb3a3daa23/record.json deleted file mode 100644 index 56088807d109eca5a1b748e96584ffbd75b1addf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16cef772afcb3a3daa23/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "16cef772afcb3a3daa23", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:55Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.2.0.out_layers.3", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/dd2d51f81507dec0b32b8beb0c2906c43da536d5639e871ef21690ae631754be.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "dd2d51f81507dec0b32b8beb0c2906c43da536d5639e871ef21690ae631754be", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16d627ae83ece05adb15/measurements.json b/records/sd1/paper/16d627ae83ece05adb15/measurements.json deleted file mode 100644 index 0741045680ed81f50fd949033658b1372ae7d925..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16d627ae83ece05adb15/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "16d627ae83ece05adb15", - "values": { - "cosine_distance": { - "value": 0.001152, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.001322, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.000495, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.000697, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.135, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00632, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.434, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16d627ae83ece05adb15/output.webp b/records/sd1/paper/16d627ae83ece05adb15/output.webp deleted file mode 100644 index ca72134b894b3441470bdd27cbbf5845d3a46569..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16d627ae83ece05adb15/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:21f2e724d4c59e2d8781239ec613373a36f680b6d7d1032d5251e47f1936b93f -size 27770 diff --git a/records/sd1/paper/16d627ae83ece05adb15/record.json b/records/sd1/paper/16d627ae83ece05adb15/record.json deleted file mode 100644 index 13bfb37c0550348792c9502210a7347a451c700f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16d627ae83ece05adb15/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "16d627ae83ece05adb15", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:57Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.transformer_blocks.0.attn1.to_k", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "in.mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/8ffcd0f6c94026571f48f12bfddfcb50caeae44d17e33657ffd99757ba8590fb.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "8ffcd0f6c94026571f48f12bfddfcb50caeae44d17e33657ffd99757ba8590fb", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16ddcc9ac4ce29b54631/interpretations.jsonl b/records/sd1/paper/16ddcc9ac4ce29b54631/interpretations.jsonl deleted file mode 100644 index cfc138e460a413de734b3d8c788d856a3531545f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16ddcc9ac4ce29b54631/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "16ddcc9ac4ce29b54631"}, "kind": "caption", "value": "Sharp, high-contrast woman with defined brows and freckles, crisp collodion-style print with dark specks", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:03:28Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "590ea6432ddc320f"} -{"target": {"record": "16ddcc9ac4ce29b54631"}, "kind": "change", "value": "The portrait becomes crisper and more contrasty with detailed skin, bold brows and a glossy wet-plate look, framed by a worn plate edge.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:03:28Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "f44f37e0190f881a"} -{"target": {"record": "16ddcc9ac4ce29b54631"}, "kind": "keywords", "value": ["wet plate", "collodion", "crisp detail", "high contrast portrait", "freckles"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:03:28Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "4e22cc1bc32fe25d"} -{"target": {"record": "16ddcc9ac4ce29b54631"}, "kind": "effect_tags", "value": ["subject_kept", "high_contrast", "fine_detail", "style_change", "framing"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:03:28Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "b71d674b8ed876f3"} diff --git a/records/sd1/paper/16ddcc9ac4ce29b54631/measurements.json b/records/sd1/paper/16ddcc9ac4ce29b54631/measurements.json deleted file mode 100644 index 8caff4e3d9f9e4ffcae3630c11e89ab5237bf8f3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16ddcc9ac4ce29b54631/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "16ddcc9ac4ce29b54631", - "values": { - "cosine_distance": { - "value": 0.189437, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.217009, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.201649, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.173966, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 72.092, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0101, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 18.804, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16ddcc9ac4ce29b54631/output.webp b/records/sd1/paper/16ddcc9ac4ce29b54631/output.webp deleted file mode 100644 index dae066ee5a5b326b63e87a1bda34f2e9d3287c89..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16ddcc9ac4ce29b54631/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:bc9175e1bad064eab7e0eac6a094cfedc3c3f94ddf44d9797a8823c7b9c8e852 -size 31490 diff --git a/records/sd1/paper/16ddcc9ac4ce29b54631/record.json b/records/sd1/paper/16ddcc9ac4ce29b54631/record.json deleted file mode 100644 index 4e729e165a75a91c3f1cdfc1611cd6e16055c8eb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16ddcc9ac4ce29b54631/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "16ddcc9ac4ce29b54631", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:28Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.0.out_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/414b50b6fe137b514954e3b12a021239a79f44f10a49ee9f9a7a4692c8cf8103.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "414b50b6fe137b514954e3b12a021239a79f44f10a49ee9f9a7a4692c8cf8103", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16dfbea23b2fb86342ec/measurements.json b/records/sd1/paper/16dfbea23b2fb86342ec/measurements.json deleted file mode 100644 index 0e46e1d1cd72a671d450707478f489571110bbda..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16dfbea23b2fb86342ec/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "16dfbea23b2fb86342ec", - "values": { - "cosine_distance": { - "value": 0.125042, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.103992, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.048059, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.117114, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.497, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00645, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 13.343, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16dfbea23b2fb86342ec/output.webp b/records/sd1/paper/16dfbea23b2fb86342ec/output.webp deleted file mode 100644 index 8ce9a0a4cde90c781fc982fb8283304cda2cb24a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16dfbea23b2fb86342ec/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9a5408f2238f345c08893b82bb9723e0ba0ad3be1a301df8cbd2da1b64d9b809 -size 26316 diff --git a/records/sd1/paper/16dfbea23b2fb86342ec/record.json b/records/sd1/paper/16dfbea23b2fb86342ec/record.json deleted file mode 100644 index 9d54c4b166c37cfe011ea444b219a966f2e40840..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16dfbea23b2fb86342ec/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "16dfbea23b2fb86342ec", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:50Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.1.transformer_blocks.0.attn2.to_v", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/e93942ac55f5104f2288c71c0d7d720f9853b1996c93fdeb46317333a1c2863a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e93942ac55f5104f2288c71c0d7d720f9853b1996c93fdeb46317333a1c2863a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16eca2485684b28f4941/measurements.json b/records/sd1/paper/16eca2485684b28f4941/measurements.json deleted file mode 100644 index 0b69b1da92d260cd764a17135f6f445670633425..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16eca2485684b28f4941/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "16eca2485684b28f4941", - "values": { - "cosine_distance": { - "value": 0.08474, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.062302, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.018939, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.058469, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.265, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00626, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 10.214, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16eca2485684b28f4941/output.webp b/records/sd1/paper/16eca2485684b28f4941/output.webp deleted file mode 100644 index fded87cac41c59c2f7d1c52f9494c1d7387ec6d8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16eca2485684b28f4941/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1e49de36e2121a0652d095d204678c4d8dcded4c16090cf3fd006db71213c1bf -size 26244 diff --git a/records/sd1/paper/16eca2485684b28f4941/record.json b/records/sd1/paper/16eca2485684b28f4941/record.json deleted file mode 100644 index 18338545113085c30baafc94cf5e0381aae8fc33..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16eca2485684b28f4941/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "16eca2485684b28f4941", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:32Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.2.0.out_layers.2", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Dropout", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/aa03bd9ba2a4511058a8f24dc55da32fd160af3644d90f3a7872f72fc1881afc.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "aa03bd9ba2a4511058a8f24dc55da32fd160af3644d90f3a7872f72fc1881afc", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16f961eca09e42e14255/measurements.json b/records/sd1/paper/16f961eca09e42e14255/measurements.json deleted file mode 100644 index 7bd6943dd15b47239740aa4a43edb3cf4bf51f74..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16f961eca09e42e14255/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "16f961eca09e42e14255", - "values": { - "cosine_distance": { - "value": 0.043381, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.054088, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.019963, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.012805, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.561, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0069, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 8.186, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16f961eca09e42e14255/output.webp b/records/sd1/paper/16f961eca09e42e14255/output.webp deleted file mode 100644 index b988f49c45632f523209697602a98fd03a1ce320..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16f961eca09e42e14255/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:ac86bf1a0b56d0a0750b905c8ccca95f3d9eb66e7ca0fdc8062fee68f4729e07 -size 26506 diff --git a/records/sd1/paper/16f961eca09e42e14255/record.json b/records/sd1/paper/16f961eca09e42e14255/record.json deleted file mode 100644 index faba6b262ff292012cc9b4afc0ed057bee7e7fb9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16f961eca09e42e14255/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "16f961eca09e42e14255", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:49:26Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.11.1.transformer_blocks.0.attn1.to_v", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.hi", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/658b55fbbb92fa6f8d92663de6fa754156fd0cbfbdb00326d3fafa504d9e9e92.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "658b55fbbb92fa6f8d92663de6fa754156fd0cbfbdb00326d3fafa504d9e9e92", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16fbbbe55db976436b0d/measurements.json b/records/sd1/paper/16fbbbe55db976436b0d/measurements.json deleted file mode 100644 index 2ccb2ce2272e6836150594c8270fbc1bf9f6e44c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16fbbbe55db976436b0d/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "16fbbbe55db976436b0d", - "values": { - "cosine_distance": { - "value": 0.065458, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.077367, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.039741, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.030325, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 68.629, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00446, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 11.521, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/16fbbbe55db976436b0d/output.webp b/records/sd1/paper/16fbbbe55db976436b0d/output.webp deleted file mode 100644 index ca7ab7c2b8065134a38c3656e8443f9905a624d0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16fbbbe55db976436b0d/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:13043074efc64e8b4d9e67cf0c72f4081c07b4c726e276d2b04e24b2c1686fa4 -size 29880 diff --git a/records/sd1/paper/16fbbbe55db976436b0d/record.json b/records/sd1/paper/16fbbbe55db976436b0d/record.json deleted file mode 100644 index 3b717c9246587e8888c95c9f09116da2657740e8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/16fbbbe55db976436b0d/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "16fbbbe55db976436b0d", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:03Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.0.out_layers.2", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "Dropout", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/84d8e5b46edfec1aca8fac6245d2ec7198c022492ab645a7175ecf8f55ec763b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "84d8e5b46edfec1aca8fac6245d2ec7198c022492ab645a7175ecf8f55ec763b", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17000bdd379c55aea04c/measurements.json b/records/sd1/paper/17000bdd379c55aea04c/measurements.json deleted file mode 100644 index c17035dab2a79e527ff04e94a1fff02f801405d7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17000bdd379c55aea04c/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "17000bdd379c55aea04c", - "values": { - "cosine_distance": { - "value": 0.125496, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.130763, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.043932, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.072505, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.472, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00364, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 14.422, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17000bdd379c55aea04c/output.webp b/records/sd1/paper/17000bdd379c55aea04c/output.webp deleted file mode 100644 index 1d936d248f27db677880ca17237c39c4d9ebf4ab..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17000bdd379c55aea04c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e333e659cad23a5ebc754dd61c8c568af968a636d3dd128f2e2c6d4dd584df51 -size 25768 diff --git a/records/sd1/paper/17000bdd379c55aea04c/record.json b/records/sd1/paper/17000bdd379c55aea04c/record.json deleted file mode 100644 index dde591badd3a0c5857580045f14e76ffc0d828fb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17000bdd379c55aea04c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "17000bdd379c55aea04c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:36Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.0.in_layers.0", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/5fdefd1d8ce12756c0def1a0ed299d7b2947282da1180f412cde021f33f8f42b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "5fdefd1d8ce12756c0def1a0ed299d7b2947282da1180f412cde021f33f8f42b", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17031bb7bdd59f2d4840/measurements.json b/records/sd1/paper/17031bb7bdd59f2d4840/measurements.json deleted file mode 100644 index 5945611e17d61585fca57e22ea719e1f466c5547..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17031bb7bdd59f2d4840/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "17031bb7bdd59f2d4840", - "values": { - "cosine_distance": { - "value": 0.001314, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.001861, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.003022, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.001268, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.198, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00639, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.078, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17031bb7bdd59f2d4840/output.webp b/records/sd1/paper/17031bb7bdd59f2d4840/output.webp deleted file mode 100644 index 0e759fc18f8562ae48475267710474c07b53520f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17031bb7bdd59f2d4840/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d2d50d810045f1d423cd1d2d9d6250a945e842407747b12739f7eac2eb760912 -size 28464 diff --git a/records/sd1/paper/17031bb7bdd59f2d4840/record.json b/records/sd1/paper/17031bb7bdd59f2d4840/record.json deleted file mode 100644 index d540d3ea8b4bd7e7bc024e40a7e3a45dd4573fd9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17031bb7bdd59f2d4840/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "17031bb7bdd59f2d4840", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:52Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.1.transformer_blocks.0.norm2", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.lo", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/ddb0ce30dcc8bce1f8836f1850834aa4c8b5689caf9fd7f2c35263ca4e53d56b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "ddb0ce30dcc8bce1f8836f1850834aa4c8b5689caf9fd7f2c35263ca4e53d56b", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1703c9251321691cdda8/interpretations.jsonl b/records/sd1/paper/1703c9251321691cdda8/interpretations.jsonl deleted file mode 100644 index 74bea6e6127d58b25bb4859dd1697c16aacb4794..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1703c9251321691cdda8/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1703c9251321691cdda8"}, "kind": "caption", "value": "Young person with tousled dark hair and open collar, turned slightly, on grey card", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:02:22Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "de6a46dbd5d44c98"} -{"target": {"record": "1703c9251321691cdda8"}, "kind": "change", "value": "The subject gets a new, more androgynous face with messier swept hair and a collared shirt, while the palette and card framing stay the same.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:02:22Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "556cf16f37450cee"} -{"target": {"record": "1703c9251321691cdda8"}, "kind": "keywords", "value": ["new identity", "tousled hair", "androgynous portrait", "grey vintage card"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:02:22Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "2d85fee314001b5e"} -{"target": {"record": "1703c9251321691cdda8"}, "kind": "effect_tags", "value": ["subject_kept", "subtle"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:02:22Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1855e2f51eb6a126"} diff --git a/records/sd1/paper/1703c9251321691cdda8/measurements.json b/records/sd1/paper/1703c9251321691cdda8/measurements.json deleted file mode 100644 index b8673dd2c50848432f9b2aa1516abfea04f62d85..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1703c9251321691cdda8/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1703c9251321691cdda8", - "values": { - "cosine_distance": { - "value": 0.144351, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.149973, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.088876, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.104362, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 69.453, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00552, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 18.832, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1703c9251321691cdda8/output.webp b/records/sd1/paper/1703c9251321691cdda8/output.webp deleted file mode 100644 index 35c772b2b15932368ba8255cabacc95c7eb2f89f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1703c9251321691cdda8/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:daec8013ca8aa3e2ae6753f0add56150f99fffdfeb4c18fad1cb2108c94be070 -size 26086 diff --git a/records/sd1/paper/1703c9251321691cdda8/record.json b/records/sd1/paper/1703c9251321691cdda8/record.json deleted file mode 100644 index a9cd95ba09a337cc5673d81c95270fc1a59077f8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1703c9251321691cdda8/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1703c9251321691cdda8", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:39Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.transformer_blocks.0.norm1", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.mid", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/dd226e9724b6560ae98a2d78aed90682763be1fc28111eb597229c7a58929da7.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "dd226e9724b6560ae98a2d78aed90682763be1fc28111eb597229c7a58929da7", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1712623fa6299e80bcd1/measurements.json b/records/sd1/paper/1712623fa6299e80bcd1/measurements.json deleted file mode 100644 index 7f67f64d1f6847ad02982216a3c04972c7bcbbcf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1712623fa6299e80bcd1/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1712623fa6299e80bcd1", - "values": { - "cosine_distance": { - "value": 0.06178, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.061483, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.056291, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.082227, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.88, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00396, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 10.487, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1712623fa6299e80bcd1/output.webp b/records/sd1/paper/1712623fa6299e80bcd1/output.webp deleted file mode 100644 index 3cc7cdf04c12ee076c564e603cea616274f24373..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1712623fa6299e80bcd1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b136151a10ef1c8b4ce656fc7181157c50d2f2f065ac3c6edae1acde3866a372 -size 26160 diff --git a/records/sd1/paper/1712623fa6299e80bcd1/record.json b/records/sd1/paper/1712623fa6299e80bcd1/record.json deleted file mode 100644 index 019d567f3bd4af823e55791f2caae1f97907d8cb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1712623fa6299e80bcd1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1712623fa6299e80bcd1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:27Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.transformer_blocks.0.norm3", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.lo", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/798e00c7d00e0c724a52709009a5c9ef1e319badefc56f2ae74e89f5a429b5ab.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "798e00c7d00e0c724a52709009a5c9ef1e319badefc56f2ae74e89f5a429b5ab", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/171e8ebbd51d845e0df7/measurements.json b/records/sd1/paper/171e8ebbd51d845e0df7/measurements.json deleted file mode 100644 index aafbff2226334203d4f86ea5030b50f878cec02c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/171e8ebbd51d845e0df7/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "171e8ebbd51d845e0df7", - "values": { - "cosine_distance": { - "value": 0.115955, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.117, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.087042, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.152376, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.271, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00612, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 16.15, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/171e8ebbd51d845e0df7/output.webp b/records/sd1/paper/171e8ebbd51d845e0df7/output.webp deleted file mode 100644 index 7884e4a4f0a1de7f87dd79ae523cc391b3ec74a4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/171e8ebbd51d845e0df7/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:ef9ca830ef5d8aec7ff7e4eb9151978031cd775553cd1fbe72aaaaf61cac6dcf -size 26896 diff --git a/records/sd1/paper/171e8ebbd51d845e0df7/record.json b/records/sd1/paper/171e8ebbd51d845e0df7/record.json deleted file mode 100644 index 72a1b296c3383eb264bd485e01057f165115bde9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/171e8ebbd51d845e0df7/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "171e8ebbd51d845e0df7", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:48Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.1.transformer_blocks.0.attn2.to_k", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.lo", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/c8b9326081d491b5f0767eb03c82cb7dd77d1c6cfc75d0227623ceaa46bf7e8d.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "c8b9326081d491b5f0767eb03c82cb7dd77d1c6cfc75d0227623ceaa46bf7e8d", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1739c57028fbafb1f6b1/measurements.json b/records/sd1/paper/1739c57028fbafb1f6b1/measurements.json deleted file mode 100644 index 9cd4423dfa29d3de2d77833bb4b0d1d43cd5be85..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1739c57028fbafb1f6b1/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1739c57028fbafb1f6b1", - "values": { - "cosine_distance": { - "value": 0.273517, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.382283, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.434675, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.328891, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 47.795, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00375, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 33.072, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1739c57028fbafb1f6b1/output.webp b/records/sd1/paper/1739c57028fbafb1f6b1/output.webp deleted file mode 100644 index fa5f7352e955ee4d759e26b1ad2bf48c2296a84d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1739c57028fbafb1f6b1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0040c468df45f2e988403f71aebbb97bd470804bebe90074efef4eba81b35ce2 -size 34772 diff --git a/records/sd1/paper/1739c57028fbafb1f6b1/record.json b/records/sd1/paper/1739c57028fbafb1f6b1/record.json deleted file mode 100644 index ca5f7f2e12e6871976ed33b5b0453cd1e88fcd5c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1739c57028fbafb1f6b1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1739c57028fbafb1f6b1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:53Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.mid", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/b89312d94a705de96f0cb724b1ad8b1f0440e1868f7b6bdf7fa77887219e9b7c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b89312d94a705de96f0cb724b1ad8b1f0440e1868f7b6bdf7fa77887219e9b7c", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17448f5a90768df8698f/measurements.json b/records/sd1/paper/17448f5a90768df8698f/measurements.json deleted file mode 100644 index 8f1da3fbe65f13e5206577a00b1e9b0d0d7936f9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17448f5a90768df8698f/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "17448f5a90768df8698f", - "values": { - "cosine_distance": { - "value": 0.054338, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.03864, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.030066, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.053488, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.167, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00623, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 7.545, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17448f5a90768df8698f/output.webp b/records/sd1/paper/17448f5a90768df8698f/output.webp deleted file mode 100644 index 7dccf78ca34881c21e4e87aaee5fd4a1e8b36f28..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17448f5a90768df8698f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f89f37b42b02a503347668646878f73a1ac37abca922419b3e2b12ca51add8f0 -size 26510 diff --git a/records/sd1/paper/17448f5a90768df8698f/record.json b/records/sd1/paper/17448f5a90768df8698f/record.json deleted file mode 100644 index a78560c8020fd4e97b7a7f1bcb5852782fa7aea9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17448f5a90768df8698f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "17448f5a90768df8698f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:27Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.1.0.skip_connection", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.lo", - "kind": "skip", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/7d7bef0e3905ff3f8254169de16a6a88e69dd40445a8bc800e0d1dba008d09e2.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7d7bef0e3905ff3f8254169de16a6a88e69dd40445a8bc800e0d1dba008d09e2", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1746929f3d2e9c78191c/measurements.json b/records/sd1/paper/1746929f3d2e9c78191c/measurements.json deleted file mode 100644 index 44938cb78a4f0777b789caae4523c189202b5102..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1746929f3d2e9c78191c/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1746929f3d2e9c78191c", - "values": { - "cosine_distance": { - "value": 0.192711, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.155612, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.117008, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.125255, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 61.757, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00589, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 17.709, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1746929f3d2e9c78191c/output.webp b/records/sd1/paper/1746929f3d2e9c78191c/output.webp deleted file mode 100644 index 1a76fdc6766fb1cbefe0e98dabfa201525f49520..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1746929f3d2e9c78191c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6a5b8060338be758ca26ce409c633d050a644a918911ed0851bad2b547b416ff -size 24152 diff --git a/records/sd1/paper/1746929f3d2e9c78191c/record.json b/records/sd1/paper/1746929f3d2e9c78191c/record.json deleted file mode 100644 index 68ca673a88e1d508b347f0eca3a88729942a56ee..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1746929f3d2e9c78191c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1746929f3d2e9c78191c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:05Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.0.in_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/01208671232420c5305f30c8692689453211475c4c25766c48257e515fdf25d1.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "01208671232420c5305f30c8692689453211475c4c25766c48257e515fdf25d1", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1749167e6ef9723a68fb/measurements.json b/records/sd1/paper/1749167e6ef9723a68fb/measurements.json deleted file mode 100644 index 71b89222043bdbf50cf82424336c8327ece3543d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1749167e6ef9723a68fb/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1749167e6ef9723a68fb", - "values": { - "cosine_distance": { - "value": 0.262777, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.278942, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.150293, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.159388, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 51.169, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00611, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 32.244, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1749167e6ef9723a68fb/output.webp b/records/sd1/paper/1749167e6ef9723a68fb/output.webp deleted file mode 100644 index 97dd30343b09a038583d8223de318d0a7c6fbbe4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1749167e6ef9723a68fb/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:db6213bf6d6ab377dfea4567ff6e9966046939e32f3444519d7b4d52306617b8 -size 24606 diff --git a/records/sd1/paper/1749167e6ef9723a68fb/record.json b/records/sd1/paper/1749167e6ef9723a68fb/record.json deleted file mode 100644 index 9160f79a1da1d9400e62ba47639ed6aa953bd3af..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1749167e6ef9723a68fb/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1749167e6ef9723a68fb", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:17Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.0.out_layers.3", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/57d8640e9999fd4e357079793a94d37659247d033288e4f0738c8f857bf225f6.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "57d8640e9999fd4e357079793a94d37659247d033288e4f0738c8f857bf225f6", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17565c9b66d1e284b34c/measurements.json b/records/sd1/paper/17565c9b66d1e284b34c/measurements.json deleted file mode 100644 index eee7f7f182ff989eae87b717f87125cd426c423c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17565c9b66d1e284b34c/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "17565c9b66d1e284b34c", - "values": { - "cosine_distance": { - "value": 0.001054, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.001402, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.001837, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.000834, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.376, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00646, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.36, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17565c9b66d1e284b34c/output.webp b/records/sd1/paper/17565c9b66d1e284b34c/output.webp deleted file mode 100644 index 3de541196a413253302f45b89a59bf05a2f34fdb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17565c9b66d1e284b34c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f33b74445932b682aad202b07525c4c4b676584690706110272993cd692bfe51 -size 29314 diff --git a/records/sd1/paper/17565c9b66d1e284b34c/record.json b/records/sd1/paper/17565c9b66d1e284b34c/record.json deleted file mode 100644 index 662dc493dd73a2d0273ab66639dcfe02d59db8a6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17565c9b66d1e284b34c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "17565c9b66d1e284b34c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:32Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.transformer_blocks.0.attn2.to_q", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/74314bb5bdbcb1b1d224b82caa4a2057af4b826bc31eb7f506f103978080011a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "74314bb5bdbcb1b1d224b82caa4a2057af4b826bc31eb7f506f103978080011a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1762f224c1aad586fa94/measurements.json b/records/sd1/paper/1762f224c1aad586fa94/measurements.json deleted file mode 100644 index addc43e51a9efa94129e60400a873542e4d30f67..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1762f224c1aad586fa94/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1762f224c1aad586fa94", - "values": { - "cosine_distance": { - "value": 0.132667, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.143942, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.044663, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.103398, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.206, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00655, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 16.096, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1762f224c1aad586fa94/output.webp b/records/sd1/paper/1762f224c1aad586fa94/output.webp deleted file mode 100644 index f9c84bfd3539a5ae972f00ecce3f33390bbc74bf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1762f224c1aad586fa94/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6051aafe534e76de1c6d0697009390d99714e9dcab425566af14581cf6fe0518 -size 30742 diff --git a/records/sd1/paper/1762f224c1aad586fa94/record.json b/records/sd1/paper/1762f224c1aad586fa94/record.json deleted file mode 100644 index 8d13a7d144e212d282bc6d0e64607ac7b1225f89..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1762f224c1aad586fa94/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1762f224c1aad586fa94", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:54Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.ff.net.2", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.lo", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/052e416c6cdf536f38ee41e187514d83690894028422c2575b5d51e244a99436.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "052e416c6cdf536f38ee41e187514d83690894028422c2575b5d51e244a99436", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/176eda4668260163b1f2/interpretations.jsonl b/records/sd1/paper/176eda4668260163b1f2/interpretations.jsonl deleted file mode 100644 index b4bfd24c412caa07c6d2a1aec0960c648467d1cd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/176eda4668260163b1f2/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "176eda4668260163b1f2"}, "kind": "caption", "value": "Vintage tintype-style portrait of a young woman with short dark bob and black shirt", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "9e9f15741137d128"} -{"target": {"record": "176eda4668260163b1f2"}, "kind": "change", "value": "Almost no visible change, only a slightly softer expression.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "f24d441a5c0e9006"} -{"target": {"record": "176eda4668260163b1f2"}, "kind": "keywords", "value": ["portrait", "vintage photo", "short bob", "minimal change"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "21f11b9ec26501ae"} -{"target": {"record": "176eda4668260163b1f2"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "209b48d7de3bd893"} diff --git a/records/sd1/paper/176eda4668260163b1f2/measurements.json b/records/sd1/paper/176eda4668260163b1f2/measurements.json deleted file mode 100644 index 768d407351179bebc6889da6e1a576c38d853be8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/176eda4668260163b1f2/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "176eda4668260163b1f2", - "values": { - "cosine_distance": { - "value": 0.003137, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.004778, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.001593, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.002203, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.634, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00651, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.457, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/176eda4668260163b1f2/output.webp b/records/sd1/paper/176eda4668260163b1f2/output.webp deleted file mode 100644 index a084145a043d7efaed105f3bb3b880833a05ae04..0000000000000000000000000000000000000000 --- a/records/sd1/paper/176eda4668260163b1f2/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2e286c3cba346476a767de89cc3efbc9c4b612b340a152cbce46de94a618e4bc -size 27368 diff --git a/records/sd1/paper/176eda4668260163b1f2/record.json b/records/sd1/paper/176eda4668260163b1f2/record.json deleted file mode 100644 index 8032266e22c9f9dccacf4d30a55924ce35794c82..0000000000000000000000000000000000000000 --- a/records/sd1/paper/176eda4668260163b1f2/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "176eda4668260163b1f2", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:34Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.0.emb_layers.1", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Linear", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/b658e50b0ddd0b2652a9289cf2c030af25ec8ca1fd9116dc101a730570faaf61.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b658e50b0ddd0b2652a9289cf2c030af25ec8ca1fd9116dc101a730570faaf61", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17783005ca42fbe0cda4/measurements.json b/records/sd1/paper/17783005ca42fbe0cda4/measurements.json deleted file mode 100644 index 2a4a0cfb6fcb491d779703ad5957ba81cca034fc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17783005ca42fbe0cda4/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "17783005ca42fbe0cda4", - "values": { - "cosine_distance": { - "value": 0.017026, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.016654, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.007147, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.013504, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.17, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00629, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.142, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17783005ca42fbe0cda4/output.webp b/records/sd1/paper/17783005ca42fbe0cda4/output.webp deleted file mode 100644 index 9122e8efa57ff371bae10e56af5586f68964c1e3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17783005ca42fbe0cda4/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:ded8ff0b665ef901086ebabe1946b24308462a96bdc545dbb58d230fc7fd7372 -size 27548 diff --git a/records/sd1/paper/17783005ca42fbe0cda4/record.json b/records/sd1/paper/17783005ca42fbe0cda4/record.json deleted file mode 100644 index 5cdfcf7a8edbd16a457e9a5d062cbdfdcc296ebf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17783005ca42fbe0cda4/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "17783005ca42fbe0cda4", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:27Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.2.0.in_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/67af23cedd90564b51e241046cacfab490eefb578baa73b6921729049e2e2beb.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "67af23cedd90564b51e241046cacfab490eefb578baa73b6921729049e2e2beb", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/177a161ca444e9b61206/measurements.json b/records/sd1/paper/177a161ca444e9b61206/measurements.json deleted file mode 100644 index f093beea8432487b14f5a2f3c47aadf17c33f3b5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/177a161ca444e9b61206/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "177a161ca444e9b61206", - "values": { - "cosine_distance": { - "value": 0.172153, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.203657, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.099253, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.114111, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 58.002, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00598, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 25.199, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/177a161ca444e9b61206/output.webp b/records/sd1/paper/177a161ca444e9b61206/output.webp deleted file mode 100644 index b4e4bec3e9a5ffaa754b906dbb0349afdb7cacc9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/177a161ca444e9b61206/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:eb401ee9c2cb91dff8a85c8b4ec73c6f39dad2bceb2e9f8b342b5a49beab941c -size 28286 diff --git a/records/sd1/paper/177a161ca444e9b61206/record.json b/records/sd1/paper/177a161ca444e9b61206/record.json deleted file mode 100644 index fc70924bda79d62947d19f4eda2202b16addd27c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/177a161ca444e9b61206/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "177a161ca444e9b61206", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:33:59Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.1.transformer_blocks.0.attn1.to_q", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.hi", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/3f4557290763213f6bb8c3a3cbb1fd29b6cf23ddfc759a5f1e7367cb496fd0cd.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "3f4557290763213f6bb8c3a3cbb1fd29b6cf23ddfc759a5f1e7367cb496fd0cd", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/177e31a7facfd4546dfe/measurements.json b/records/sd1/paper/177e31a7facfd4546dfe/measurements.json deleted file mode 100644 index f3d258f35de5dc5ff0035adc95894809c670d83f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/177e31a7facfd4546dfe/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "177e31a7facfd4546dfe", - "values": { - "cosine_distance": { - "value": 0.000344, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.000516, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.000272, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.000943, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.256, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00633, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.207, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/177e31a7facfd4546dfe/output.webp b/records/sd1/paper/177e31a7facfd4546dfe/output.webp deleted file mode 100644 index 3541681090ced2f1adec6329f2c1f50f7b60a496..0000000000000000000000000000000000000000 --- a/records/sd1/paper/177e31a7facfd4546dfe/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1cc7d30d115e8dbb6b3693040d9daefe1e00726c8d3d497acf28779325607a89 -size 26844 diff --git a/records/sd1/paper/177e31a7facfd4546dfe/record.json b/records/sd1/paper/177e31a7facfd4546dfe/record.json deleted file mode 100644 index cc18a15c97ac0f765fd5b33ae22470ffe545c831..0000000000000000000000000000000000000000 --- a/records/sd1/paper/177e31a7facfd4546dfe/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "177e31a7facfd4546dfe", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:49:25Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.11.1.transformer_blocks.0.attn1.to_k", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.hi", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/315cbedeec94975498455b684b912e546cf48b795a12fa5083fddb4cc9898c8f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "315cbedeec94975498455b684b912e546cf48b795a12fa5083fddb4cc9898c8f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/178f53b6510c807687f4/measurements.json b/records/sd1/paper/178f53b6510c807687f4/measurements.json deleted file mode 100644 index cdb5fcaf01a5fc8907c57dadafe64644be06c9cd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/178f53b6510c807687f4/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "178f53b6510c807687f4", - "values": { - "cosine_distance": { - "value": 0.166049, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.185123, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.152687, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.063745, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 52.413, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00397, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 21.75, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/178f53b6510c807687f4/output.webp b/records/sd1/paper/178f53b6510c807687f4/output.webp deleted file mode 100644 index 25d9b3fd94ac1315d3c5f7a3a82ca90575e59a32..0000000000000000000000000000000000000000 --- a/records/sd1/paper/178f53b6510c807687f4/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:01919f0d922023c6039c746bca5d03f083652048353b5b9ba7e9d3d60213b334 -size 27832 diff --git a/records/sd1/paper/178f53b6510c807687f4/record.json b/records/sd1/paper/178f53b6510c807687f4/record.json deleted file mode 100644 index 51d3cd6b6b323e8707d65209b2266d064add38b9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/178f53b6510c807687f4/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "178f53b6510c807687f4", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:21Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.0.out_layers.1", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/ef1f8143d65b84b2f8d8fc8fa393f8975d8f9363c24839a43e56aed3153fb44c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "ef1f8143d65b84b2f8d8fc8fa393f8975d8f9363c24839a43e56aed3153fb44c", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/179167cb1329fb8644ce/measurements.json b/records/sd1/paper/179167cb1329fb8644ce/measurements.json deleted file mode 100644 index c61fb65c3ba412d6fb1e43fe1a94c9d101f880a5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/179167cb1329fb8644ce/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "179167cb1329fb8644ce", - "values": { - "cosine_distance": { - "value": 0.114256, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.122799, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.049735, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.113572, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.718, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00421, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 16.06, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/179167cb1329fb8644ce/output.webp b/records/sd1/paper/179167cb1329fb8644ce/output.webp deleted file mode 100644 index bb8735a9024e109e75983955729b45abc5e56175..0000000000000000000000000000000000000000 --- a/records/sd1/paper/179167cb1329fb8644ce/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:faa7ee5170ccf91bc7eae8615338a2ab3dcd2958e6dba710501ec69994d5c0b6 -size 34942 diff --git a/records/sd1/paper/179167cb1329fb8644ce/record.json b/records/sd1/paper/179167cb1329fb8644ce/record.json deleted file mode 100644 index 2c00fd29fde40edb9af1220fff843da0ced6d7ba..0000000000000000000000000000000000000000 --- a/records/sd1/paper/179167cb1329fb8644ce/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "179167cb1329fb8644ce", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:19Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.proj_in", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.lo", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/a201a7118b9fc6619cbc0ce6ceda7ba02f596dd93b84011010d4533da385e54a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "a201a7118b9fc6619cbc0ce6ceda7ba02f596dd93b84011010d4533da385e54a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1793b4156da74077950d/measurements.json b/records/sd1/paper/1793b4156da74077950d/measurements.json deleted file mode 100644 index 515d8c1db4b88c6e579d7812ab71d03f294865ea..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1793b4156da74077950d/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1793b4156da74077950d", - "values": { - "std": { - "value": 84.162, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00648, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 86.723, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.723497, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.658339, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.452731, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1793b4156da74077950d/output.webp b/records/sd1/paper/1793b4156da74077950d/output.webp deleted file mode 100644 index 409ed4bad9a5d6ebb91bab5eaacf552a4fd009ad..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1793b4156da74077950d/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e9984499b5cce7c35e4f18f1bc3a324a7774933bac0fe6872c1b27d99a457115 -size 47534 diff --git a/records/sd1/paper/1793b4156da74077950d/record.json b/records/sd1/paper/1793b4156da74077950d/record.json deleted file mode 100644 index 7e1f9099ab6b91ec62c5aec9fe8022a7a9501c5b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1793b4156da74077950d/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1793b4156da74077950d", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:19Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 789, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.hi", - "kind": "skip", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "Identity", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "9ab58e1a0f0fbdbe1b94" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_3_4_3.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/179efba8318e2ac9729d/measurements.json b/records/sd1/paper/179efba8318e2ac9729d/measurements.json deleted file mode 100644 index b796081a332f8975a5c396c8297773f028025104..0000000000000000000000000000000000000000 --- a/records/sd1/paper/179efba8318e2ac9729d/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "179efba8318e2ac9729d", - "values": { - "cosine_distance": { - "value": 0.000762, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.001457, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.000665, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.000706, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.175, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00629, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.006, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/179efba8318e2ac9729d/output.webp b/records/sd1/paper/179efba8318e2ac9729d/output.webp deleted file mode 100644 index 3883d0aced1712d7fc0f0a997dcc6deb998834f4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/179efba8318e2ac9729d/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d37432746881fb96d88571cc76d63da8a3bcffbe99b86c741c7c56bdae7b0c96 -size 28118 diff --git a/records/sd1/paper/179efba8318e2ac9729d/record.json b/records/sd1/paper/179efba8318e2ac9729d/record.json deleted file mode 100644 index e772131236e73559d9be568f19d691f59fd4933c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/179efba8318e2ac9729d/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "179efba8318e2ac9729d", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:07Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.1.transformer_blocks.0.attn2.to_k", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.hi", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/db916c77fb305f354334465e10dd99d07a0445e5acf5e6a3e46d9ef381fa94c6.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "db916c77fb305f354334465e10dd99d07a0445e5acf5e6a3e46d9ef381fa94c6", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17a3928c754a55e450aa/interpretations.jsonl b/records/sd1/paper/17a3928c754a55e450aa/interpretations.jsonl deleted file mode 100644 index 3ff93d4f965f93e70dd88a120f73aee4a68c218d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17a3928c754a55e450aa/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "17a3928c754a55e450aa"}, "kind": "caption", "value": "Short-haired young woman in black top, three-quarter studio portrait against grey-green backdrop", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:03:28Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "26ac32eb670da28c"} -{"target": {"record": "17a3928c754a55e450aa"}, "kind": "change", "value": "Almost no visible change; the face and lighting are a touch softer and slightly paler.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:03:28Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "bd994cfba1232bc8"} -{"target": {"record": "17a3928c754a55e450aa"}, "kind": "keywords", "value": ["portrait", "near identical", "subtle variation", "studio headshot"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:03:28Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "5f7453b52b8fedb7"} -{"target": {"record": "17a3928c754a55e450aa"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:03:28Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1117a506864e2895"} diff --git a/records/sd1/paper/17a3928c754a55e450aa/measurements.json b/records/sd1/paper/17a3928c754a55e450aa/measurements.json deleted file mode 100644 index 555e4c4f731822e27f133b8b58aceef1bc474946..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17a3928c754a55e450aa/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "17a3928c754a55e450aa", - "values": { - "cosine_distance": { - "value": 0.037969, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.050533, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.023438, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.0366, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.751, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00387, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 8.024, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17a3928c754a55e450aa/output.webp b/records/sd1/paper/17a3928c754a55e450aa/output.webp deleted file mode 100644 index 1ccd7714aac9e9842d72006e0cb92b03b37d172f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17a3928c754a55e450aa/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:08341310415541a57b948086e01059b6dc1318300157407c53873ba92dbdfb0c -size 26574 diff --git a/records/sd1/paper/17a3928c754a55e450aa/record.json b/records/sd1/paper/17a3928c754a55e450aa/record.json deleted file mode 100644 index 0289e16a4121aaa380ff559805c90e2807c8a526..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17a3928c754a55e450aa/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "17a3928c754a55e450aa", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:15Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.0.out_layers.2", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "Dropout", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/e97a097cc3db48388f51f66c3b0a32b7f9dc496311290d5e638a1c57831b4ff4.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e97a097cc3db48388f51f66c3b0a32b7f9dc496311290d5e638a1c57831b4ff4", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17a61ea91efbd9d4a12c/interpretations.jsonl b/records/sd1/paper/17a61ea91efbd9d4a12c/interpretations.jsonl deleted file mode 100644 index 3f582bc9ca4dac6ba5c089e527c26d38e9af8f09..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17a61ea91efbd9d4a12c/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "17a61ea91efbd9d4a12c"}, "kind": "caption", "value": "Soft sepia-toned portrait of woman with hair over one side, hazy faded backdrop", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:59Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "3734dcb1709d04ef"} -{"target": {"record": "17a61ea91efbd9d4a12c"}, "kind": "change", "value": "The image becomes a softer, washed-out sepia/vintage photo with lower contrast, a slightly altered face and hairstyle, and a faded backdrop.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:59Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "f3ce3a86ba7177c6"} -{"target": {"record": "17a61ea91efbd9d4a12c"}, "kind": "keywords", "value": ["sepia", "vintage photo", "soft focus", "faded", "low contrast"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:59Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "25a45acf6e50afd6"} -{"target": {"record": "17a61ea91efbd9d4a12c"}, "kind": "effect_tags", "value": ["washed_out", "desaturated", "blur", "subject_kept", "colour_shift"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:59Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "34c44f662a96b0cb"} diff --git a/records/sd1/paper/17a61ea91efbd9d4a12c/measurements.json b/records/sd1/paper/17a61ea91efbd9d4a12c/measurements.json deleted file mode 100644 index ab43876f5ca34527653b256c334c432df99ed32a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17a61ea91efbd9d4a12c/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "17a61ea91efbd9d4a12c", - "values": { - "cosine_distance": { - "value": 0.093966, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.134385, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.138749, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.078989, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 60.581, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00287, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 15.997, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17a61ea91efbd9d4a12c/output.webp b/records/sd1/paper/17a61ea91efbd9d4a12c/output.webp deleted file mode 100644 index 0f820b4d74e2ea7db873070f2189ba160ed7b0d9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17a61ea91efbd9d4a12c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9d56b022f2d3716af62f5648fce22b5988aa3ee595b39afae70f41eff8a66d40 -size 23908 diff --git a/records/sd1/paper/17a61ea91efbd9d4a12c/record.json b/records/sd1/paper/17a61ea91efbd9d4a12c/record.json deleted file mode 100644 index d1decd04c4a7120be7cb74a1e06f9b132ec3bb85..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17a61ea91efbd9d4a12c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "17a61ea91efbd9d4a12c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:33Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.1.norm", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.hi", - "kind": "norm", - "module_type": "GroupNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/26360c1c6bf2f5896b13c2c3c97b6a35f3f43b11056462e4f2196d1f7fb2cc39.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "26360c1c6bf2f5896b13c2c3c97b6a35f3f43b11056462e4f2196d1f7fb2cc39", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17d3dde816cb62701cf3/measurements.json b/records/sd1/paper/17d3dde816cb62701cf3/measurements.json deleted file mode 100644 index ec2a0dcd2b325c3294c2096302c132d342f0ff2b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17d3dde816cb62701cf3/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "17d3dde816cb62701cf3", - "values": { - "cosine_distance": { - "value": 0.039367, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.027097, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.016806, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.052307, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.72, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00607, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 6.774, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17d3dde816cb62701cf3/output.webp b/records/sd1/paper/17d3dde816cb62701cf3/output.webp deleted file mode 100644 index cf1e1e629b6c0d500061c206d16e63b291b8f371..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17d3dde816cb62701cf3/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e5f9ff58523c025797d3889fdf3ab959f687e6a710afc77a51cdd722bdb155ef -size 29044 diff --git a/records/sd1/paper/17d3dde816cb62701cf3/record.json b/records/sd1/paper/17d3dde816cb62701cf3/record.json deleted file mode 100644 index 28ae4c35550b3e13a2b7f494c5c83d4c9b57973c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17d3dde816cb62701cf3/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "17d3dde816cb62701cf3", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:38Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.2.emb_layers.1", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "mid", - "kind": "res_branch", - "module_type": "Linear", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/e91c54c172de28cfb43aa6920a32ecc5c88fcddc8d28741e136f8e401dd5d063.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e91c54c172de28cfb43aa6920a32ecc5c88fcddc8d28741e136f8e401dd5d063", - "type_path": "UNetModel.TimestepEmbedSequential.ResBlock.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17d8cd444ad7b4e35129/measurements.json b/records/sd1/paper/17d8cd444ad7b4e35129/measurements.json deleted file mode 100644 index 26f7672931832194459a479e24f94ba5fbbb02be..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17d8cd444ad7b4e35129/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "17d8cd444ad7b4e35129", - "values": { - "cosine_distance": { - "value": 0.000759, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.001204, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.000593, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.001063, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.798, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00628, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.406, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17d8cd444ad7b4e35129/output.webp b/records/sd1/paper/17d8cd444ad7b4e35129/output.webp deleted file mode 100644 index 4ae639777a3b6808e7789d48ae7878f23d0d0299..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17d8cd444ad7b4e35129/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0d0811e4c0df83efd1c4a829be26fd5426ae8b10d2c5a43bdb7e2e13ff184126 -size 25990 diff --git a/records/sd1/paper/17d8cd444ad7b4e35129/record.json b/records/sd1/paper/17d8cd444ad7b4e35129/record.json deleted file mode 100644 index 8868ff8dd4e7257a6e2c6f12999005e1624bee2b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17d8cd444ad7b4e35129/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "17d8cd444ad7b4e35129", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:49:25Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.11.1.transformer_blocks.0.attn1.to_k", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.hi", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/fec0d40e4fc3ac7ecf0011842ae25702ed8aff64067f54a6481721f50cbf9359.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "fec0d40e4fc3ac7ecf0011842ae25702ed8aff64067f54a6481721f50cbf9359", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17dc4c26b90928aeebdf/interpretations.jsonl b/records/sd1/paper/17dc4c26b90928aeebdf/interpretations.jsonl deleted file mode 100644 index e29169be6e3f41ed8a2f90b4170d6fe0289f8262..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17dc4c26b90928aeebdf/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "17dc4c26b90928aeebdf"}, "kind": "caption", "value": "Young woman portrait with slightly rounder face and gentler expression, unchanged setting.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:00:59Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "5df6e1f811c7245e"} -{"target": {"record": "17dc4c26b90928aeebdf"}, "kind": "change", "value": "Almost no visible change; the face is a little rounder and softer.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:00:59Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "bc8521401f0b3ab1"} -{"target": {"record": "17dc4c26b90928aeebdf"}, "kind": "keywords", "value": ["portrait", "minor variation", "round face"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:00:59Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "116762ff762e2063"} -{"target": {"record": "17dc4c26b90928aeebdf"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:00:59Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ae072ed6fd5d2422"} diff --git a/records/sd1/paper/17dc4c26b90928aeebdf/measurements.json b/records/sd1/paper/17dc4c26b90928aeebdf/measurements.json deleted file mode 100644 index 30ef5e5e23550c36444fd4d174f7f6c9d49d95a3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17dc4c26b90928aeebdf/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "17dc4c26b90928aeebdf", - "values": { - "cosine_distance": { - "value": 0.001865, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.00212, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.003731, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.002315, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.184, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00632, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.622, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17dc4c26b90928aeebdf/output.webp b/records/sd1/paper/17dc4c26b90928aeebdf/output.webp deleted file mode 100644 index d6b4d90b10c42fa4505d5b2f8e5e311b41a9b6c9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17dc4c26b90928aeebdf/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:200d226be49db3eabbde223bd34b18a49d556d0a11d800b01e378e42034b5b7f -size 27918 diff --git a/records/sd1/paper/17dc4c26b90928aeebdf/record.json b/records/sd1/paper/17dc4c26b90928aeebdf/record.json deleted file mode 100644 index d8538e4558b6847fdee396c6839f47e49fa91a1a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17dc4c26b90928aeebdf/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "17dc4c26b90928aeebdf", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:35Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.transformer_blocks.0.attn2.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/050127a86001e3e7acaebd2de26f7bad4c4fdf1d80abe31f2328365b434399d2.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "050127a86001e3e7acaebd2de26f7bad4c4fdf1d80abe31f2328365b434399d2", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17f2d449dda858f37632/measurements.json b/records/sd1/paper/17f2d449dda858f37632/measurements.json deleted file mode 100644 index b9c26bb40daa54948113d1b9b9b2d6937637fdd6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17f2d449dda858f37632/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "17f2d449dda858f37632", - "values": { - "cosine_distance": { - "value": 0.210454, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.250563, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.141953, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.058125, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.016, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00691, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 26.089, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/17f2d449dda858f37632/output.webp b/records/sd1/paper/17f2d449dda858f37632/output.webp deleted file mode 100644 index 215ac455f972f8cd943f06066ff64c1eee87b610..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17f2d449dda858f37632/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f777a74bb979f73c2cb742c275ffd0212f7e48a7422669cbb52d69b51891219e -size 37060 diff --git a/records/sd1/paper/17f2d449dda858f37632/record.json b/records/sd1/paper/17f2d449dda858f37632/record.json deleted file mode 100644 index df7cb35c78c2091949bdc1605196509a70da0add..0000000000000000000000000000000000000000 --- a/records/sd1/paper/17f2d449dda858f37632/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "17f2d449dda858f37632", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:27Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.proj_in", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.mid", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/fe50a633fc32b5a8772f976ef8b51d5bc76f57bbb914a18c444bddd241e3ed93.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "fe50a633fc32b5a8772f976ef8b51d5bc76f57bbb914a18c444bddd241e3ed93", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1806b27078359c0ca8ac/measurements.json b/records/sd1/paper/1806b27078359c0ca8ac/measurements.json deleted file mode 100644 index c0973d56bc061ded8129e12db216f6a753281161..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1806b27078359c0ca8ac/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1806b27078359c0ca8ac", - "values": { - "std": { - "value": 42.281, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01207, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 25.289, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.395829, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.299684, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.05156, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1806b27078359c0ca8ac/output.webp b/records/sd1/paper/1806b27078359c0ca8ac/output.webp deleted file mode 100644 index 3980859c2088da3ffb6d1901006c3058ab70fa2d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1806b27078359c0ca8ac/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c6c38875718360045930f8e8069e332a7ea346eef70730f3d32f30a6ba4eb898 -size 46958 diff --git a/records/sd1/paper/1806b27078359c0ca8ac/record.json b/records/sd1/paper/1806b27078359c0ca8ac/record.json deleted file mode 100644 index f06a2971c676708452f48330328b8953b3101473..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1806b27078359c0ca8ac/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1806b27078359c0ca8ac", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:20:20Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Mountain landscape at sunset", - "prompt_key": "e8d235cd25ffb3ab" - }, - "bends": [ - { - "path": "input_blocks.2.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.hi", - "kind": "skip", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "Identity", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "185264b87bbdcfccebc3" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_3_3_2.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1814c970c746d955302a/interpretations.jsonl b/records/sd1/paper/1814c970c746d955302a/interpretations.jsonl deleted file mode 100644 index 0efdbd5755a49aa412d1ff59612feaeff008f04e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1814c970c746d955302a/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1814c970c746d955302a"}, "kind": "caption", "value": "Warm-toned portrait of a young man with slicked-back hair and dark sweater", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:43:40Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0520634ea3f74253"} -{"target": {"record": "1814c970c746d955302a"}, "kind": "change", "value": "The sitter becomes a young man with slicked-back hair facing the camera, the tones warm toward beige, and the frame becomes a soft vignette.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:43:40Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a8d8bbdc187fff40"} -{"target": {"record": "1814c970c746d955302a"}, "kind": "keywords", "value": ["young man", "slicked-back hair", "warm tones", "frontal portrait", "sweater"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:43:40Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "418910542ee7c632"} -{"target": {"record": "1814c970c746d955302a"}, "kind": "effect_tags", "value": ["colour_shift", "subject_kept", "new_composition"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:43:40Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "12cfc7ef00a38a47"} diff --git a/records/sd1/paper/1814c970c746d955302a/measurements.json b/records/sd1/paper/1814c970c746d955302a/measurements.json deleted file mode 100644 index 060471a1409d07cbe24a7c9b48d25a84756a9700..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1814c970c746d955302a/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1814c970c746d955302a", - "values": { - "cosine_distance": { - "value": 0.415972, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.391471, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.411016, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.244796, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 57.271, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00743, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 46.914, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1814c970c746d955302a/output.webp b/records/sd1/paper/1814c970c746d955302a/output.webp deleted file mode 100644 index 70578c25acd742a88536444ea475485b6f52ee73..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1814c970c746d955302a/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6a7e3f45c97c3ada8b3e8e6594e8f8d62fcbacfb69250ffa24fabc4147d2cfaa -size 22416 diff --git a/records/sd1/paper/1814c970c746d955302a/record.json b/records/sd1/paper/1814c970c746d955302a/record.json deleted file mode 100644 index b780236646422de8e5fb29d279de6d86f7dbbffe..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1814c970c746d955302a/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1814c970c746d955302a", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:01Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.1.transformer_blocks.0.attn1.to_out.1", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.mid", - "kind": "self_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/52112841aece68ec68edfa2532e972e31ab92313aae010d6c43093dbe27a2040.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "52112841aece68ec68edfa2532e972e31ab92313aae010d6c43093dbe27a2040", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1816862091bd975a838a/measurements.json b/records/sd1/paper/1816862091bd975a838a/measurements.json deleted file mode 100644 index 4b07ce3d4793a18ede545ebbac5209b6e0bb90db..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1816862091bd975a838a/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1816862091bd975a838a", - "values": { - "cosine_distance": { - "value": 0.270088, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.254421, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.163715, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.137647, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 56.614, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00363, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 27.399, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1816862091bd975a838a/output.webp b/records/sd1/paper/1816862091bd975a838a/output.webp deleted file mode 100644 index d3981db253fe24f1b69cb31a545c66500651aab8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1816862091bd975a838a/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:06a9556074139396c36e345cac15f74c0f4d7dc4594f35188f5880790f4d9d44 -size 25172 diff --git a/records/sd1/paper/1816862091bd975a838a/record.json b/records/sd1/paper/1816862091bd975a838a/record.json deleted file mode 100644 index 33a498fee472e0b307e84086548272b676b0dd90..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1816862091bd975a838a/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1816862091bd975a838a", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:22Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.proj_out", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.lo", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/8f7567dab4ea12b4939d2edeb1395d9e64898779b4c823da0898df6d30270e4f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "8f7567dab4ea12b4939d2edeb1395d9e64898779b4c823da0898df6d30270e4f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/181b70a3b9a86ddfc754/measurements.json b/records/sd1/paper/181b70a3b9a86ddfc754/measurements.json deleted file mode 100644 index ed36eb03cf89f29a759ef2e225f966b5918cd9ba..0000000000000000000000000000000000000000 --- a/records/sd1/paper/181b70a3b9a86ddfc754/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "181b70a3b9a86ddfc754", - "values": { - "cosine_distance": { - "value": 0.064687, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.060149, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.084339, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.082909, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 61.461, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00361, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 10.576, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/181b70a3b9a86ddfc754/output.webp b/records/sd1/paper/181b70a3b9a86ddfc754/output.webp deleted file mode 100644 index 778ad0cde7e85e1d3d3c42e2f977c00a1b98d611..0000000000000000000000000000000000000000 --- a/records/sd1/paper/181b70a3b9a86ddfc754/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:46d3137654afb7a256ff0394c0a9caa97d0261ee533c4ffbcbccf38cf9b16ba7 -size 26616 diff --git a/records/sd1/paper/181b70a3b9a86ddfc754/record.json b/records/sd1/paper/181b70a3b9a86ddfc754/record.json deleted file mode 100644 index c553f87de4201ace755deae62b25c227bd0e4e75..0000000000000000000000000000000000000000 --- a/records/sd1/paper/181b70a3b9a86ddfc754/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "181b70a3b9a86ddfc754", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:50Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.0.in_layers.0", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/41c11b6a355fc54ab744ae7c4349bd210368ccb23b1ff38d6dcfd32ff4f3d2d0.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "41c11b6a355fc54ab744ae7c4349bd210368ccb23b1ff38d6dcfd32ff4f3d2d0", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/181f56d2738135871ba7/measurements.json b/records/sd1/paper/181f56d2738135871ba7/measurements.json deleted file mode 100644 index 81c89669dc99c51c6a7ff2f4c05d46f36458dbf4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/181f56d2738135871ba7/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "181f56d2738135871ba7", - "values": { - "cosine_distance": { - "value": 0.172898, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.179352, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.077707, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.087395, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 69.38, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00541, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 22.124, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/181f56d2738135871ba7/output.webp b/records/sd1/paper/181f56d2738135871ba7/output.webp deleted file mode 100644 index 2815a279df5172155ea658d4cd366d7b704e8046..0000000000000000000000000000000000000000 --- a/records/sd1/paper/181f56d2738135871ba7/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9f33dbf6d475328950a9a0f32c00c1eec6e1fe36cd60a6daec02d27aa42fdf18 -size 22842 diff --git a/records/sd1/paper/181f56d2738135871ba7/record.json b/records/sd1/paper/181f56d2738135871ba7/record.json deleted file mode 100644 index 6be7f536b74d26f9746698721d84b122b94bd988..0000000000000000000000000000000000000000 --- a/records/sd1/paper/181f56d2738135871ba7/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "181f56d2738135871ba7", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:07Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.1.transformer_blocks.0.attn2.to_q", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.hi", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/be2ea3a8bb61a61a41f49bbef7cbf048f85fc0ffdc779c207f63890da1c7a4fc.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "be2ea3a8bb61a61a41f49bbef7cbf048f85fc0ffdc779c207f63890da1c7a4fc", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/18207fa6d1cd1d4920f4/measurements.json b/records/sd1/paper/18207fa6d1cd1d4920f4/measurements.json deleted file mode 100644 index df2f48042e6d21503b07026266d7369deda3e58d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18207fa6d1cd1d4920f4/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "18207fa6d1cd1d4920f4", - "values": { - "cosine_distance": { - "value": 0.046277, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.055454, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.037894, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.032685, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.907, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00388, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 8.572, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/18207fa6d1cd1d4920f4/output.webp b/records/sd1/paper/18207fa6d1cd1d4920f4/output.webp deleted file mode 100644 index 20761d79690747f648cb11fafea8c9ff5b2efa5f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18207fa6d1cd1d4920f4/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c3542b7d09b7cda9246bc86509d9e7a2e3ac2b0c64f1c8ffd0c8ed321c10e773 -size 27268 diff --git a/records/sd1/paper/18207fa6d1cd1d4920f4/record.json b/records/sd1/paper/18207fa6d1cd1d4920f4/record.json deleted file mode 100644 index d4abb974a098f48dbe7a57dc89da8918b295bee3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18207fa6d1cd1d4920f4/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "18207fa6d1cd1d4920f4", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:38Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.0.out_layers.2", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Dropout", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/09ee1ab5e4ef5e5a6087de6b016fec1b6c0dc5ebd68bcbbaaaf19813a7e10660.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "09ee1ab5e4ef5e5a6087de6b016fec1b6c0dc5ebd68bcbbaaaf19813a7e10660", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1828b790bbd2d880b72c/interpretations.jsonl b/records/sd1/paper/1828b790bbd2d880b72c/interpretations.jsonl deleted file mode 100644 index de7941842bb81319fe9c251fabaab06040c66465..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1828b790bbd2d880b72c/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1828b790bbd2d880b72c"}, "kind": "caption", "value": "Sepia-toned vintage portrait of a young woman with shoulder-length bob, frontal pose, warm beige background", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:30:19Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "debd8bcee4e27a24"} -{"target": {"record": "1828b790bbd2d880b72c"}, "kind": "change", "value": "The cool grey studio portrait becomes a warm sepia, front-facing photo of a different-looking woman with longer hair and a softer, flatter tone.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:30:19Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ded18f0953199ee9"} -{"target": {"record": "1828b790bbd2d880b72c"}, "kind": "keywords", "value": ["sepia portrait", "vintage photo", "warm tone", "frontal face", "bob haircut"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:30:19Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0af244c9c56f5ccf"} -{"target": {"record": "1828b790bbd2d880b72c"}, "kind": "effect_tags", "value": ["colour_shift", "new_composition", "subject_kept", "style_change"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:30:19Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a44fba23a7faaf77"} diff --git a/records/sd1/paper/1828b790bbd2d880b72c/measurements.json b/records/sd1/paper/1828b790bbd2d880b72c/measurements.json deleted file mode 100644 index 15401063e19279610b5fd02023b1102f9f5532b3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1828b790bbd2d880b72c/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1828b790bbd2d880b72c", - "values": { - "cosine_distance": { - "value": 0.529792, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.542352, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.329156, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.242922, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 68.998, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00409, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 58.229, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1828b790bbd2d880b72c/output.webp b/records/sd1/paper/1828b790bbd2d880b72c/output.webp deleted file mode 100644 index a54fc57b08a8455a41d9cc527214b382a6bb036b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1828b790bbd2d880b72c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:305000275e58d234d5938ce3cc45632b1341be2c5f5be69c47a7d01d53c9a63d -size 27582 diff --git a/records/sd1/paper/1828b790bbd2d880b72c/record.json b/records/sd1/paper/1828b790bbd2d880b72c/record.json deleted file mode 100644 index 538f8ec3c33394ffb141982d882bf1ffa8272078..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1828b790bbd2d880b72c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1828b790bbd2d880b72c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:24Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.norm", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.hi", - "kind": "norm", - "module_type": "GroupNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/828f216ceab71053ca8a18b776f7dfb43d58936d57d4161e9fe8c645ecbd5532.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "828f216ceab71053ca8a18b776f7dfb43d58936d57d4161e9fe8c645ecbd5532", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1830d5ee3ba9b759cdbe/measurements.json b/records/sd1/paper/1830d5ee3ba9b759cdbe/measurements.json deleted file mode 100644 index 5cf5e09f6a82e46063302ffdb3fc62c124c44a14..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1830d5ee3ba9b759cdbe/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1830d5ee3ba9b759cdbe", - "values": { - "cosine_distance": { - "value": 0.07628, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.064409, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.058732, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.062416, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 73.193, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00581, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 12.855, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1830d5ee3ba9b759cdbe/output.webp b/records/sd1/paper/1830d5ee3ba9b759cdbe/output.webp deleted file mode 100644 index d252e21ad6a1f32356515b3672693ea3086ea7ff..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1830d5ee3ba9b759cdbe/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:49b06c24f310af953acf1db01479ac1e73ec528c804d8532aff2438e08e60bc1 -size 27026 diff --git a/records/sd1/paper/1830d5ee3ba9b759cdbe/record.json b/records/sd1/paper/1830d5ee3ba9b759cdbe/record.json deleted file mode 100644 index dcde015d15d546fa064b0a81ab0a06d0adc95bd4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1830d5ee3ba9b759cdbe/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1830d5ee3ba9b759cdbe", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:48Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.1.transformer_blocks.0.ff.net.2", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.mid", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/6379bd4595fddcc1292059214b9951433628bb917d499fe8a78b193183921034.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "6379bd4595fddcc1292059214b9951433628bb917d499fe8a78b193183921034", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1847ffc63b3eefe3b210/measurements.json b/records/sd1/paper/1847ffc63b3eefe3b210/measurements.json deleted file mode 100644 index 83bfced04a591718ae00d0ee2cdb2a60b2f68fa3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1847ffc63b3eefe3b210/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1847ffc63b3eefe3b210", - "values": { - "cosine_distance": { - "value": 0.418715, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.434835, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.313494, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.139685, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 69.915, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00356, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 48.252, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1847ffc63b3eefe3b210/output.webp b/records/sd1/paper/1847ffc63b3eefe3b210/output.webp deleted file mode 100644 index d09abef7d915bf7cca05d8fedc4f2f2ac77c3734..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1847ffc63b3eefe3b210/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:bb54ac93b9e2e890db9d1ef05c8d3b783c1a1f8b19eb1f7a8f7351ed498eb45a -size 20232 diff --git a/records/sd1/paper/1847ffc63b3eefe3b210/record.json b/records/sd1/paper/1847ffc63b3eefe3b210/record.json deleted file mode 100644 index b41996ae60ea1b6157c056c7edee1dc219727122..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1847ffc63b3eefe3b210/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1847ffc63b3eefe3b210", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:39Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.transformer_blocks.0.ff.net.2", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.mid", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/f310b8af60fb4ffe22ab1f113cedadf518f95d6e2b059d4507f344b26d8980b9.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "f310b8af60fb4ffe22ab1f113cedadf518f95d6e2b059d4507f344b26d8980b9", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/184af8f69b9f23fb0611/measurements.json b/records/sd1/paper/184af8f69b9f23fb0611/measurements.json deleted file mode 100644 index 76b86867aad1f6e4a209ded36b8add31461e7b97..0000000000000000000000000000000000000000 --- a/records/sd1/paper/184af8f69b9f23fb0611/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "184af8f69b9f23fb0611", - "values": { - "cosine_distance": { - "value": 0.152757, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.156782, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.098821, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.086796, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.767, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00446, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 18.426, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/184af8f69b9f23fb0611/output.webp b/records/sd1/paper/184af8f69b9f23fb0611/output.webp deleted file mode 100644 index bcdf6864947cc7cad76745031bc463ce22d6dfb1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/184af8f69b9f23fb0611/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e151fb3c7e50fd14158c3203f38fc136d9290b39c71e265b2df9fe8803150549 -size 27760 diff --git a/records/sd1/paper/184af8f69b9f23fb0611/record.json b/records/sd1/paper/184af8f69b9f23fb0611/record.json deleted file mode 100644 index 6876e81ae578ad2cd61915c3a1483d8690da294e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/184af8f69b9f23fb0611/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "184af8f69b9f23fb0611", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:34Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.0.in_layers.1", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/40302319f8ea3c517d039f9b3a70dea349974d4dbcb0ce281653be8545b4a83f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "40302319f8ea3c517d039f9b3a70dea349974d4dbcb0ce281653be8545b4a83f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1852a2fbb6918f5bbb8e/measurements.json b/records/sd1/paper/1852a2fbb6918f5bbb8e/measurements.json deleted file mode 100644 index dbaa2ffb496b4b9ba7355148e3ae32338e7aeb78..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1852a2fbb6918f5bbb8e/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1852a2fbb6918f5bbb8e", - "values": { - "cosine_distance": { - "value": 0.785845, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.817901, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.912545, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.543598, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 91.486, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.03307, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 93.102, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1852a2fbb6918f5bbb8e/output.webp b/records/sd1/paper/1852a2fbb6918f5bbb8e/output.webp deleted file mode 100644 index 0ffb7862c304be456adc6140c967ba946e30535f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1852a2fbb6918f5bbb8e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:bf7fddfb940f13d171f64b0324989cb61df77d4db095b63f29622986e623bf9a -size 110444 diff --git a/records/sd1/paper/1852a2fbb6918f5bbb8e/record.json b/records/sd1/paper/1852a2fbb6918f5bbb8e/record.json deleted file mode 100644 index 502cfa816ea55a0256b352a4fba19fd1d2100149..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1852a2fbb6918f5bbb8e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1852a2fbb6918f5bbb8e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:49:29Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.11.1.transformer_blocks.0.attn1.to_out.1", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.hi", - "kind": "self_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/9925fbae7079cd4c3fdeef3fa505dc059294f8bcf82924ac23505334885e22ea.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "9925fbae7079cd4c3fdeef3fa505dc059294f8bcf82924ac23505334885e22ea", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/18541e481631cf7874a1/measurements.json b/records/sd1/paper/18541e481631cf7874a1/measurements.json deleted file mode 100644 index 864aa37b90ae6337d178f79e48dbd8dbe4a1d458..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18541e481631cf7874a1/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "18541e481631cf7874a1", - "values": { - "cosine_distance": { - "value": 0.056626, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.046713, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.034574, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.052666, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.459, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00617, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 8.514, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/18541e481631cf7874a1/output.webp b/records/sd1/paper/18541e481631cf7874a1/output.webp deleted file mode 100644 index 72899e80d26a1c7bfe2aa88fb208076350ae8830..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18541e481631cf7874a1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f2c9a1699aba3d5f9e0ced479b064b4789b138ecd0c14bf4a53504c36309c11c -size 29086 diff --git a/records/sd1/paper/18541e481631cf7874a1/record.json b/records/sd1/paper/18541e481631cf7874a1/record.json deleted file mode 100644 index 5e5d58a112305a140e96a762f725ff01f4770fe4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18541e481631cf7874a1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "18541e481631cf7874a1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:27Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.transformer_blocks.0.attn1.to_k", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.hi", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/cf9002f04557325199e8376766006562916bae0b0e41e042a6f881a95a904bcd.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "cf9002f04557325199e8376766006562916bae0b0e41e042a6f881a95a904bcd", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1856d0847a5dd3726dcd/measurements.json b/records/sd1/paper/1856d0847a5dd3726dcd/measurements.json deleted file mode 100644 index 25e403058017a63da972172dafec6eee659d6c15..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1856d0847a5dd3726dcd/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1856d0847a5dd3726dcd", - "values": { - "cosine_distance": { - "value": 0.130621, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.09892, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.062353, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.168121, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 70.089, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00615, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 14.324, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1856d0847a5dd3726dcd/output.webp b/records/sd1/paper/1856d0847a5dd3726dcd/output.webp deleted file mode 100644 index 0f09bcdeb0870eb88536bfb918c642d8c2895b30..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1856d0847a5dd3726dcd/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:8dc99d86089e4f947183feeb8940b62b6d645de4121473b18e2bcaf2a169dcbf -size 28418 diff --git a/records/sd1/paper/1856d0847a5dd3726dcd/record.json b/records/sd1/paper/1856d0847a5dd3726dcd/record.json deleted file mode 100644 index 9a3a91c8b24a4957450426d5c07c87a0f1a28e13..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1856d0847a5dd3726dcd/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1856d0847a5dd3726dcd", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:13Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.transformer_blocks.0.attn1.to_v", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.lo", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/e021a0f10763919b714d1286ecf464469edf13376023d5c63a85f8928e9ba2db.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e021a0f10763919b714d1286ecf464469edf13376023d5c63a85f8928e9ba2db", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1863c4c8d893ad12ad10/measurements.json b/records/sd1/paper/1863c4c8d893ad12ad10/measurements.json deleted file mode 100644 index 1e0775eeed398c4ffd2e23f411116dc50f4c23aa..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1863c4c8d893ad12ad10/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1863c4c8d893ad12ad10", - "values": { - "cosine_distance": { - "value": 0.047544, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.036208, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.019457, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.038094, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.201, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00629, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 8.206, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1863c4c8d893ad12ad10/output.webp b/records/sd1/paper/1863c4c8d893ad12ad10/output.webp deleted file mode 100644 index b6908a56c377f6cae4c3a0574560e8c35797753c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1863c4c8d893ad12ad10/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:901fa8a3833cad6b40e560b0609cb7949bef24d4c8ae9fb072b602642ec23fe5 -size 29992 diff --git a/records/sd1/paper/1863c4c8d893ad12ad10/record.json b/records/sd1/paper/1863c4c8d893ad12ad10/record.json deleted file mode 100644 index 74c2eda41cda0972dac73718233c9f4e9248ba08..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1863c4c8d893ad12ad10/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1863c4c8d893ad12ad10", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:46Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.1.0.in_layers.0", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/82c8147b7861a80236cff5079b11f0a7c5fe0a677a64f8679b3022db1993e433.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "82c8147b7861a80236cff5079b11f0a7c5fe0a677a64f8679b3022db1993e433", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1866763d97f3ef3b2d1f/measurements.json b/records/sd1/paper/1866763d97f3ef3b2d1f/measurements.json deleted file mode 100644 index 1cf2ea0e1acfcdcb27518ea91dd96f1a8825b834..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1866763d97f3ef3b2d1f/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1866763d97f3ef3b2d1f", - "values": { - "cosine_distance": { - "value": 0.247358, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.246156, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.356957, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.273748, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 68.344, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00872, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 24.043, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1866763d97f3ef3b2d1f/output.webp b/records/sd1/paper/1866763d97f3ef3b2d1f/output.webp deleted file mode 100644 index ddf554b8bfdd48caedd1c3c8fdf0c3e3382dc532..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1866763d97f3ef3b2d1f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0d29e5ce260cc7c9ce0a67c39cb563be8953e6ead9e1d8b3a14f2ade77b1a1ca -size 28326 diff --git a/records/sd1/paper/1866763d97f3ef3b2d1f/record.json b/records/sd1/paper/1866763d97f3ef3b2d1f/record.json deleted file mode 100644 index bf9d31d2e93c3aa322a014b0ed9bac09c1dcad76..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1866763d97f3ef3b2d1f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1866763d97f3ef3b2d1f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:06Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.1.transformer_blocks.0.ff.net.0.proj", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.mid", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/f532050fa8c803846bf6203b9a349c7bd03e00d03c2dba89d8cb5d57572c472f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "f532050fa8c803846bf6203b9a349c7bd03e00d03c2dba89d8cb5d57572c472f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.GEGLU.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/187728c20c25112112fd/measurements.json b/records/sd1/paper/187728c20c25112112fd/measurements.json deleted file mode 100644 index c9a5f45aaf9f27414632b096bf4d1fe4d1a970a5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/187728c20c25112112fd/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "187728c20c25112112fd", - "values": { - "cosine_distance": { - "value": 0.07678, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.100821, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.083253, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.154337, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.201, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00409, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 12.352, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/187728c20c25112112fd/output.webp b/records/sd1/paper/187728c20c25112112fd/output.webp deleted file mode 100644 index 4f510024bdccb01120526b35dbfe169ce0b4e080..0000000000000000000000000000000000000000 --- a/records/sd1/paper/187728c20c25112112fd/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7e7c5fa1961a036c985000417baca264ce7827451c150fb96676ffa41fcee04c -size 28142 diff --git a/records/sd1/paper/187728c20c25112112fd/record.json b/records/sd1/paper/187728c20c25112112fd/record.json deleted file mode 100644 index 04e281d271ddcd366cbe91c13f82a37c7c89e0c1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/187728c20c25112112fd/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "187728c20c25112112fd", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:40Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.2.out_layers.3", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "mid", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/f8090962f5c2dc23734f9478777e47ffa9c34fa9cb2bc18d74a9d9d3f6819a37.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "f8090962f5c2dc23734f9478777e47ffa9c34fa9cb2bc18d74a9d9d3f6819a37", - "type_path": "UNetModel.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/18939cf433a6e9066928/measurements.json b/records/sd1/paper/18939cf433a6e9066928/measurements.json deleted file mode 100644 index a78d61ad3b9778673d1466e89df3c05c74c315e0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18939cf433a6e9066928/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "18939cf433a6e9066928", - "values": { - "cosine_distance": { - "value": 0.071944, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.088109, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.02795, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.047153, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.775, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00643, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 11.742, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/18939cf433a6e9066928/output.webp b/records/sd1/paper/18939cf433a6e9066928/output.webp deleted file mode 100644 index 928de0304a2fc169593b8b243ccfa840adec103b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18939cf433a6e9066928/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7b149955f974a6c6c010d1ad2a5cb077085fb6c81bd9d2121cee8e4a1dd2fccf -size 28348 diff --git a/records/sd1/paper/18939cf433a6e9066928/record.json b/records/sd1/paper/18939cf433a6e9066928/record.json deleted file mode 100644 index aec2227cb43ed9f79c8e86d61b3f1832a5201859..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18939cf433a6e9066928/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "18939cf433a6e9066928", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:55Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.2.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.lo", - "kind": "skip", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/f1b4fe03e89481474441591748f916d1182dbc2c8da7f3ff33db0ba2c8d952f1.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "f1b4fe03e89481474441591748f916d1182dbc2c8da7f3ff33db0ba2c8d952f1", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/189e40248bc24309c797/measurements.json b/records/sd1/paper/189e40248bc24309c797/measurements.json deleted file mode 100644 index e9fb740028b52b8358b19cbf8562b37318b4e8de..0000000000000000000000000000000000000000 --- a/records/sd1/paper/189e40248bc24309c797/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "189e40248bc24309c797", - "values": { - "cosine_distance": { - "value": 0.060484, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.067211, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.040319, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.09397, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.247, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00558, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 11.541, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/189e40248bc24309c797/output.webp b/records/sd1/paper/189e40248bc24309c797/output.webp deleted file mode 100644 index 9b56a224b5894d874f73c332393f896dc29ab5a0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/189e40248bc24309c797/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7d7a6131c1000122ff003b7d8dfde2be3702edef9005434fd1764739f265037a -size 29452 diff --git a/records/sd1/paper/189e40248bc24309c797/record.json b/records/sd1/paper/189e40248bc24309c797/record.json deleted file mode 100644 index bb438f147f63f8aefc343e23b5d9afb573736bee..0000000000000000000000000000000000000000 --- a/records/sd1/paper/189e40248bc24309c797/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "189e40248bc24309c797", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:16Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.1.transformer_blocks.0.attn2.to_v", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/e127cdff1ae0dd854eb03b915cea428b7fe44078a8ee95a56f94f786bfb215d8.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e127cdff1ae0dd854eb03b915cea428b7fe44078a8ee95a56f94f786bfb215d8", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/18a108cb87e9bdf6666a/interpretations.jsonl b/records/sd1/paper/18a108cb87e9bdf6666a/interpretations.jsonl deleted file mode 100644 index 57a1faa0935d34084a7dd0ca591b926e72abad14..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18a108cb87e9bdf6666a/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "18a108cb87e9bdf6666a"}, "kind": "caption", "value": "Young woman with short dark bob in three-quarter view, muted vintage photo portrait", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:05Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1d5039680c4d77ef"} -{"target": {"record": "18a108cb87e9bdf6666a"}, "kind": "change", "value": "Almost no visible change.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:05Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "834866c3a1ab213d"} -{"target": {"record": "18a108cb87e9bdf6666a"}, "kind": "keywords", "value": ["portrait", "no change", "vintage photo"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:05Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c14a57329adbc45a"} -{"target": {"record": "18a108cb87e9bdf6666a"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:05Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "af9feceab026a4f7"} diff --git a/records/sd1/paper/18a108cb87e9bdf6666a/measurements.json b/records/sd1/paper/18a108cb87e9bdf6666a/measurements.json deleted file mode 100644 index e648065cd1a1ba913cc6db7ca7da7d127aa1c9f8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18a108cb87e9bdf6666a/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "18a108cb87e9bdf6666a", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": -0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.432, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00645, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/18a108cb87e9bdf6666a/output.webp b/records/sd1/paper/18a108cb87e9bdf6666a/output.webp deleted file mode 100644 index 2bab4746e60ee60542014a5a4795f9685c831c8e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18a108cb87e9bdf6666a/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fa05a54229c507875fe1ebf77c01037b00d5f1218255c44f6ced287cd5115c3b -size 27634 diff --git a/records/sd1/paper/18a108cb87e9bdf6666a/record.json b/records/sd1/paper/18a108cb87e9bdf6666a/record.json deleted file mode 100644 index cdfc4c4922898bc31321743652a2b54d0483c91e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18a108cb87e9bdf6666a/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "18a108cb87e9bdf6666a", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:26Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.0.h_upd", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/b6be93abda5011cff9e9c35c79f165b9f2bc6173b1a90826023f537aaf05cc02.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b6be93abda5011cff9e9c35c79f165b9f2bc6173b1a90826023f537aaf05cc02", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/18af88a4a1476f20da32/measurements.json b/records/sd1/paper/18af88a4a1476f20da32/measurements.json deleted file mode 100644 index b193e0de1faed4ece7bfa1f162be37062d4ba694..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18af88a4a1476f20da32/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "18af88a4a1476f20da32", - "values": { - "cosine_distance": { - "value": 0.002324, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.002411, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.003072, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.001603, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.26, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00643, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.082, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/18af88a4a1476f20da32/output.webp b/records/sd1/paper/18af88a4a1476f20da32/output.webp deleted file mode 100644 index 99fa6a8abeaba4837e94a88af84895db04decfad..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18af88a4a1476f20da32/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:227ee1ccbee4df606454fcb717aaae658c7e030aeb473a83165093cfaa196ee6 -size 27438 diff --git a/records/sd1/paper/18af88a4a1476f20da32/record.json b/records/sd1/paper/18af88a4a1476f20da32/record.json deleted file mode 100644 index b7a69ba00ac2c5f899d183a1c2d5bd734af90a39..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18af88a4a1476f20da32/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "18af88a4a1476f20da32", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:07Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.norm2", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "mid", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/b322c72586c403f836f750cba7aaf2b70257160737431621660202c3ffe30470.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b322c72586c403f836f750cba7aaf2b70257160737431621660202c3ffe30470", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/18d20a6b7f5ab0a0f3b3/measurements.json b/records/sd1/paper/18d20a6b7f5ab0a0f3b3/measurements.json deleted file mode 100644 index 1664198b15b316e108e4466c315c86eebdf3407c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18d20a6b7f5ab0a0f3b3/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "18d20a6b7f5ab0a0f3b3", - "values": { - "cosine_distance": { - "value": 0.123916, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.116789, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.056137, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.068923, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.304, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00573, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 13.591, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/18d20a6b7f5ab0a0f3b3/output.webp b/records/sd1/paper/18d20a6b7f5ab0a0f3b3/output.webp deleted file mode 100644 index 43097d52e4fcd9666797cfb6b60648496a7576fe..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18d20a6b7f5ab0a0f3b3/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e77df64474204d7112a5425405a8e9b1992a65bbc216aa4d17eb130e5dbef67b -size 25372 diff --git a/records/sd1/paper/18d20a6b7f5ab0a0f3b3/record.json b/records/sd1/paper/18d20a6b7f5ab0a0f3b3/record.json deleted file mode 100644 index b2f24668417ad547cc770b83b0bd424e0c4cc038..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18d20a6b7f5ab0a0f3b3/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "18d20a6b7f5ab0a0f3b3", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:27Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.0.emb_layers.0", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/aec37c9e306ba1c2780e07b4052699bcbb615fc48c69edddb40011476a690fc5.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "aec37c9e306ba1c2780e07b4052699bcbb615fc48c69edddb40011476a690fc5", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/18da467efd913048ffdf/measurements.json b/records/sd1/paper/18da467efd913048ffdf/measurements.json deleted file mode 100644 index 44af4eebc6023ea7f727d428b73b1b39485e8726..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18da467efd913048ffdf/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "18da467efd913048ffdf", - "values": { - "cosine_distance": { - "value": 0.158958, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.173942, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.089371, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.092964, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 59.382, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00537, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 21.994, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/18da467efd913048ffdf/output.webp b/records/sd1/paper/18da467efd913048ffdf/output.webp deleted file mode 100644 index 573233cd74f09d06d31a6297cad61a721cff8b85..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18da467efd913048ffdf/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7d6f0cc657aae32a5aeac9e799f7cc2e21320db0481743475d2ea768aff965b0 -size 26610 diff --git a/records/sd1/paper/18da467efd913048ffdf/record.json b/records/sd1/paper/18da467efd913048ffdf/record.json deleted file mode 100644 index 73840dc9efd5c7a9470390eee6a40f3ed038452d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18da467efd913048ffdf/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "18da467efd913048ffdf", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:03Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.1.transformer_blocks.0.ff.net.1", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.mid", - "kind": "ff", - "module_type": "Dropout", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/29572585df2031106ce69943e6826c1e1f0cc10985894cdf84d0e880718f7083.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "29572585df2031106ce69943e6826c1e1f0cc10985894cdf84d0e880718f7083", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/18e7bb6bec296fd2eb6e/measurements.json b/records/sd1/paper/18e7bb6bec296fd2eb6e/measurements.json deleted file mode 100644 index 1ba8b99cc74207474069a47e6392e84beb86a014..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18e7bb6bec296fd2eb6e/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "18e7bb6bec296fd2eb6e", - "values": { - "cosine_distance": { - "value": 0.071171, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.093995, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.023185, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.027708, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.72, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00672, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 10.551, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/18e7bb6bec296fd2eb6e/output.webp b/records/sd1/paper/18e7bb6bec296fd2eb6e/output.webp deleted file mode 100644 index 71ad8c954d883c5a4c8fd526226f04e7d657499c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18e7bb6bec296fd2eb6e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a00fa4e5ef8d5f6ac15e1c8a7936fb07840d9e511d6ef768c1f1121bcef40a41 -size 30120 diff --git a/records/sd1/paper/18e7bb6bec296fd2eb6e/record.json b/records/sd1/paper/18e7bb6bec296fd2eb6e/record.json deleted file mode 100644 index 10d3d7e98d5a7b7f09124f8bf77e9e35a5a160f2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/18e7bb6bec296fd2eb6e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "18e7bb6bec296fd2eb6e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:09Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.1.transformer_blocks.0.norm2", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.lo", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/aa17d5ba14b03d8fb72f11745bd30c550e4fd6367b29c46e82a054109bba478e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "aa17d5ba14b03d8fb72f11745bd30c550e4fd6367b29c46e82a054109bba478e", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/190b4cb1fb7fb3537d25/measurements.json b/records/sd1/paper/190b4cb1fb7fb3537d25/measurements.json deleted file mode 100644 index 126e07184db0d818568b670b077c18669bf27dd7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/190b4cb1fb7fb3537d25/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "190b4cb1fb7fb3537d25", - "values": { - "cosine_distance": { - "value": 0.019243, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.019415, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.012434, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.013017, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.421, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00612, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 6.006, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/190b4cb1fb7fb3537d25/output.webp b/records/sd1/paper/190b4cb1fb7fb3537d25/output.webp deleted file mode 100644 index 6a013235641479b687535a93db7adb17fa33b76c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/190b4cb1fb7fb3537d25/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:bde4c0da76f1bf2803f95e8c16e9b70b12602b46dd758c4589b48dfdaafb9194 -size 28058 diff --git a/records/sd1/paper/190b4cb1fb7fb3537d25/record.json b/records/sd1/paper/190b4cb1fb7fb3537d25/record.json deleted file mode 100644 index 638c8796161aee7618d850c7489ac3d58141b3c2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/190b4cb1fb7fb3537d25/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "190b4cb1fb7fb3537d25", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:16Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.1.transformer_blocks.0.attn2.to_k", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/e2dc52fcc85e68c25817b97ac73d7a0c858b5ddc827cb8a5b2e4583793fa1ed2.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e2dc52fcc85e68c25817b97ac73d7a0c858b5ddc827cb8a5b2e4583793fa1ed2", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/191118f810c7c625e234/measurements.json b/records/sd1/paper/191118f810c7c625e234/measurements.json deleted file mode 100644 index 36473960f20a7c3f4722a66ef534a80dae65c6a8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/191118f810c7c625e234/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "191118f810c7c625e234", - "values": { - "std": { - "value": 66.055, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01142, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 62.835, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.478885, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.074713, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.091073, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/191118f810c7c625e234/output.webp b/records/sd1/paper/191118f810c7c625e234/output.webp deleted file mode 100644 index 32ce60100d3138b9775e28fa2729736f33ed1062..0000000000000000000000000000000000000000 --- a/records/sd1/paper/191118f810c7c625e234/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b4c988a90f80a9f23bcfd6fb56888e7d0a004f80b976c963ed9bd3bcfa164725 -size 30114 diff --git a/records/sd1/paper/191118f810c7c625e234/record.json b/records/sd1/paper/191118f810c7c625e234/record.json deleted file mode 100644 index b155003b8521f6c36d9003dfa89d0268e5c0a0eb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/191118f810c7c625e234/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "191118f810c7c625e234", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:04:21Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "A blue sports car in a showroom", - "prompt_key": "a99257c37b388fc1" - }, - "bends": [ - { - "path": "input_blocks.1.0.out_layers.2", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.hi", - "kind": "res_branch", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "Dropout", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "c2aef7ddb4b8f5648b3a" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_2_2_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1912df691089ac7db6a0/interpretations.jsonl b/records/sd1/paper/1912df691089ac7db6a0/interpretations.jsonl deleted file mode 100644 index 09cb51c7b2548da6c763cc800ffb1be1813f44be..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1912df691089ac7db6a0/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1912df691089ac7db6a0"}, "kind": "caption", "value": "Young woman with short dark hair and black shirt, more frontal gaze, vintage grey portrait", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:39:29Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "f77685f6eb47ce9f"} -{"target": {"record": "1912df691089ac7db6a0"}, "kind": "change", "value": "Very small change: the face turns slightly more toward the viewer with a more serious, defined look.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:39:29Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "94f1b198a0a2f418"} -{"target": {"record": "1912df691089ac7db6a0"}, "kind": "keywords", "value": ["portrait", "subtle face change", "vintage photo", "frontal gaze"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:39:29Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "312bd5d2d536a905"} -{"target": {"record": "1912df691089ac7db6a0"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:39:29Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "33951988dcd3d895"} diff --git a/records/sd1/paper/1912df691089ac7db6a0/measurements.json b/records/sd1/paper/1912df691089ac7db6a0/measurements.json deleted file mode 100644 index a6ccc0ca12a71bc5d50b2beb2b20da3659519ecf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1912df691089ac7db6a0/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1912df691089ac7db6a0", - "values": { - "cosine_distance": { - "value": 0.070641, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.051527, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.036686, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.051465, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.183, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00621, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 9.192, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1912df691089ac7db6a0/output.webp b/records/sd1/paper/1912df691089ac7db6a0/output.webp deleted file mode 100644 index 10dc43d29f7e3f9f6fba6591ee8436347704383b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1912df691089ac7db6a0/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:ce38c00880ef24cfb5539c29efa0f0bad9d21abda373e204f153f8dc6814a4ff -size 25652 diff --git a/records/sd1/paper/1912df691089ac7db6a0/record.json b/records/sd1/paper/1912df691089ac7db6a0/record.json deleted file mode 100644 index 26163fa97788829a9015be9baf200b7fff03fe36..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1912df691089ac7db6a0/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1912df691089ac7db6a0", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:09Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.1.transformer_blocks.0.attn2.to_out.1", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.mid", - "kind": "cross_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/40300c48952e15c8dbb7d6bbc5570706ea7605db21dcabd0c04f1c632eacb01b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "40300c48952e15c8dbb7d6bbc5570706ea7605db21dcabd0c04f1c632eacb01b", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/192fc51a8957f2138e2d/measurements.json b/records/sd1/paper/192fc51a8957f2138e2d/measurements.json deleted file mode 100644 index 9653e216230cc2718d3d9e310cf6c1d3b1f35803..0000000000000000000000000000000000000000 --- a/records/sd1/paper/192fc51a8957f2138e2d/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "192fc51a8957f2138e2d", - "values": { - "cosine_distance": { - "value": 0.113844, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.135712, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.051836, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.061724, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 61.879, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00532, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 14.526, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/192fc51a8957f2138e2d/output.webp b/records/sd1/paper/192fc51a8957f2138e2d/output.webp deleted file mode 100644 index 16af72f943f0c9a4cf7a0e77fdbdf9f97a4be13c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/192fc51a8957f2138e2d/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:8ad5f8ad1027c18f3c0df284d1be7b50a3aefe07f4bcfe5cfc675ac68c2c967f -size 27178 diff --git a/records/sd1/paper/192fc51a8957f2138e2d/record.json b/records/sd1/paper/192fc51a8957f2138e2d/record.json deleted file mode 100644 index 6df0df2401daa76940173c4f913ea124ddf0996b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/192fc51a8957f2138e2d/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "192fc51a8957f2138e2d", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:38Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.0.out_layers.3", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/315bdd2b34d54fa085d9d990d1d309e22f86b593f27fae0cd0a078be32d7f45f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "315bdd2b34d54fa085d9d990d1d309e22f86b593f27fae0cd0a078be32d7f45f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19326af141c8c6cdfdc7/interpretations.jsonl b/records/sd1/paper/19326af141c8c6cdfdc7/interpretations.jsonl deleted file mode 100644 index 78c58d89d1472d8efbc4d0819757069e01b8c21b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19326af141c8c6cdfdc7/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "19326af141c8c6cdfdc7"}, "kind": "caption", "value": "Symmetrical black-and-white portrait of a woman with heavy bangs bob and dark eye shadows", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:42:52Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "07a2eaee99f56cde"} -{"target": {"record": "19326af141c8c6cdfdc7"}, "kind": "change", "value": "The three-quarter tintype becomes a centred, symmetrical, high-contrast monochrome portrait with a full fringe bob, dark brooding eyes and a white background.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:42:52Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ae6e45cff324375c"} -{"target": {"record": "19326af141c8c6cdfdc7"}, "kind": "keywords", "value": ["symmetrical portrait", "fringe bob", "black and white", "high contrast", "moody"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:42:52Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "314c91c21acd3454"} -{"target": {"record": "19326af141c8c6cdfdc7"}, "kind": "effect_tags", "value": ["symmetry", "desaturated", "high_contrast", "new_composition", "style_change"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:42:52Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "10a1bfcaeeb10026"} diff --git a/records/sd1/paper/19326af141c8c6cdfdc7/measurements.json b/records/sd1/paper/19326af141c8c6cdfdc7/measurements.json deleted file mode 100644 index b73c973b274f8c558b1e3555524b6059c25e0ef4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19326af141c8c6cdfdc7/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "19326af141c8c6cdfdc7", - "values": { - "cosine_distance": { - "value": 0.521578, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.59207, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.452854, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.304913, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 92.793, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01062, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 62.43, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19326af141c8c6cdfdc7/output.webp b/records/sd1/paper/19326af141c8c6cdfdc7/output.webp deleted file mode 100644 index afd3c65700d30633ad0581948a4683ff192182cd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19326af141c8c6cdfdc7/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:006260b278d918ebfaa3921cfb4d46dd73b3c0880d5d6ba82506eecb9ddde171 -size 33160 diff --git a/records/sd1/paper/19326af141c8c6cdfdc7/record.json b/records/sd1/paper/19326af141c8c6cdfdc7/record.json deleted file mode 100644 index 72117ebdf64900a45083e05f8009ad18eeb4acd9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19326af141c8c6cdfdc7/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "19326af141c8c6cdfdc7", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:35Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.0.emb_layers.1", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.mid", - "kind": "res_branch", - "module_type": "Linear", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/1f46b376ffe24e6d452c722c8093ca71eab3255e0af2f853223c3a4b9b96c361.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "1f46b376ffe24e6d452c722c8093ca71eab3255e0af2f853223c3a4b9b96c361", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1945cb22aed2113454f3/interpretations.jsonl b/records/sd1/paper/1945cb22aed2113454f3/interpretations.jsonl deleted file mode 100644 index 0224148a2b9616b04d4bef6e9554f78570f68fe0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1945cb22aed2113454f3/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1945cb22aed2113454f3"}, "kind": "caption", "value": "Pale soft-focus portrait of a woman with dark hair in a faded vintage frame", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:53:36Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "b5493554390022ca"} -{"target": {"record": "1945cb22aed2113454f3"}, "kind": "change", "value": "The portrait becomes a soft, washed-out antique photo with paler skin, blurred features, a frontal pose and a faded, vignetted border.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:53:36Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c41719847cee734a"} -{"target": {"record": "1945cb22aed2113454f3"}, "kind": "keywords", "value": ["faded photo", "soft focus", "antique portrait", "pale tones", "vignette"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:53:36Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "4d800314c9fa9b9e"} -{"target": {"record": "1945cb22aed2113454f3"}, "kind": "effect_tags", "value": ["washed_out", "blur", "desaturated", "subject_kept", "style_change"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:53:36Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "3aaca1a4a696758e"} diff --git a/records/sd1/paper/1945cb22aed2113454f3/measurements.json b/records/sd1/paper/1945cb22aed2113454f3/measurements.json deleted file mode 100644 index 907e0d0f19eb4146a29a260cdf7857a5b88c6ff8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1945cb22aed2113454f3/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1945cb22aed2113454f3", - "values": { - "cosine_distance": { - "value": 0.107611, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.163525, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.185154, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.08672, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 68.515, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00304, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 17.157, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1945cb22aed2113454f3/output.webp b/records/sd1/paper/1945cb22aed2113454f3/output.webp deleted file mode 100644 index 45daca71dd80c0d8fb2f8aefc310b28d02ad03db..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1945cb22aed2113454f3/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:8e064001df83f67504392c3d0cf2948694a086126795bb00ae88f0b371b5f5ed -size 29836 diff --git a/records/sd1/paper/1945cb22aed2113454f3/record.json b/records/sd1/paper/1945cb22aed2113454f3/record.json deleted file mode 100644 index 399fd1318255df07fa332c83e8af2a369ea436bf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1945cb22aed2113454f3/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1945cb22aed2113454f3", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:00Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.1.proj_in", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.hi", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/210a0b1a41ef9e26f91e547f8143ff59e4f65d271cb9519460fc9ff166cfad81.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "210a0b1a41ef9e26f91e547f8143ff59e4f65d271cb9519460fc9ff166cfad81", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/194b60a555a6d7d51034/measurements.json b/records/sd1/paper/194b60a555a6d7d51034/measurements.json deleted file mode 100644 index f69ffcb7c3e87a5b0e462ea97a856bf8d10a6c96..0000000000000000000000000000000000000000 --- a/records/sd1/paper/194b60a555a6d7d51034/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "194b60a555a6d7d51034", - "values": { - "cosine_distance": { - "value": 0.039341, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.045235, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.011396, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.022444, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.504, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00608, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 7.34, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/194b60a555a6d7d51034/output.webp b/records/sd1/paper/194b60a555a6d7d51034/output.webp deleted file mode 100644 index e7fd161d2c297d2b374362f7b5bbe7c16d6d28aa..0000000000000000000000000000000000000000 --- a/records/sd1/paper/194b60a555a6d7d51034/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:03421fc872284cef4139f3acf9b6ff3f59006013b3846163fad71270e4604dcf -size 28376 diff --git a/records/sd1/paper/194b60a555a6d7d51034/record.json b/records/sd1/paper/194b60a555a6d7d51034/record.json deleted file mode 100644 index fd48c09004872f6288577995f151ef2f6851a785..0000000000000000000000000000000000000000 --- a/records/sd1/paper/194b60a555a6d7d51034/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "194b60a555a6d7d51034", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:39Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.0.out_layers.3", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/1d20ee01053070c2909f06fad7f8396026c2ac1324a4c547b9b08df631f4a7c0.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "1d20ee01053070c2909f06fad7f8396026c2ac1324a4c547b9b08df631f4a7c0", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1955731f15f494374e72/measurements.json b/records/sd1/paper/1955731f15f494374e72/measurements.json deleted file mode 100644 index 6fcb1c385e077bf5fb87e56133b8a9362bd2ffd2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1955731f15f494374e72/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1955731f15f494374e72", - "values": { - "cosine_distance": { - "value": 0.4137, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.581511, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.512388, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.328128, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 78.292, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01375, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 49.462, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1955731f15f494374e72/output.webp b/records/sd1/paper/1955731f15f494374e72/output.webp deleted file mode 100644 index 05942344d8d28a24b69592f2f78a86390d1f797d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1955731f15f494374e72/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6b62284b6961d6908f3515d77087cdf4ab670249e6b84b3461517e24e89e0d63 -size 59548 diff --git a/records/sd1/paper/1955731f15f494374e72/record.json b/records/sd1/paper/1955731f15f494374e72/record.json deleted file mode 100644 index 1896fed79b46e0edc23499704e1483d53af9c3d2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1955731f15f494374e72/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1955731f15f494374e72", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:33Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.0.skip_connection", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.mid", - "kind": "skip", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/1c3f5a81680292dabf6c43dbbf9c4b40878a514cd35bbf43154b15c3e3943513.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "1c3f5a81680292dabf6c43dbbf9c4b40878a514cd35bbf43154b15c3e3943513", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1955b3f5214283f2b5a4/interpretations.jsonl b/records/sd1/paper/1955b3f5214283f2b5a4/interpretations.jsonl deleted file mode 100644 index 49db066d99da36120cd053be95917e4a89109350..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1955b3f5214283f2b5a4/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1955b3f5214283f2b5a4"}, "kind": "caption", "value": "Close-up frontal portrait of a young man with a swept pompadour in a black turtleneck.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:34Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ef419a07f4f2b277"} -{"target": {"record": "1955b3f5214283f2b5a4"}, "kind": "change", "value": "The woman becomes a young man facing the camera, the shot zooms in so the head fills the frame, and the tintype border is gone, leaving a plain pale backdrop.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:34Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "64a7c7ae8e77cedc"} -{"target": {"record": "1955b3f5214283f2b5a4"}, "kind": "keywords", "value": ["close-up", "gender swap", "turtleneck", "pompadour", "frontal portrait"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:34Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "8ed20d7ab07fc798"} -{"target": {"record": "1955b3f5214283f2b5a4"}, "kind": "effect_tags", "value": ["zoom", "new_composition", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:34Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "27f7d546b54e4072"} diff --git a/records/sd1/paper/1955b3f5214283f2b5a4/measurements.json b/records/sd1/paper/1955b3f5214283f2b5a4/measurements.json deleted file mode 100644 index cd9098435a52b139ee9727b9f68e258f984f4c78..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1955b3f5214283f2b5a4/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1955b3f5214283f2b5a4", - "values": { - "cosine_distance": { - "value": 0.431157, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.481662, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.294835, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.171071, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 70.287, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00417, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 50.017, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1955b3f5214283f2b5a4/output.webp b/records/sd1/paper/1955b3f5214283f2b5a4/output.webp deleted file mode 100644 index 73081eda1ff88122d2cad6b009e19ef5c3c026e7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1955b3f5214283f2b5a4/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c1fee4120d41dd3ea0a1957e1f09f03307b80f111f66671951018e288d6145ff -size 22046 diff --git a/records/sd1/paper/1955b3f5214283f2b5a4/record.json b/records/sd1/paper/1955b3f5214283f2b5a4/record.json deleted file mode 100644 index 83b314187b1fad8bd98fa63526fb625b1fa63efc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1955b3f5214283f2b5a4/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1955b3f5214283f2b5a4", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:21Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.norm", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "mid", - "kind": "norm", - "module_type": "GroupNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/9d606fd3375e2a28481d6c1a505879ad9207f686e664837d79f99deda4d01b73.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "9d606fd3375e2a28481d6c1a505879ad9207f686e664837d79f99deda4d01b73", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19855d2749d23c108024/measurements.json b/records/sd1/paper/19855d2749d23c108024/measurements.json deleted file mode 100644 index b4beadfa432a16c1b3c25b3982f424b4f436e2d3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19855d2749d23c108024/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "19855d2749d23c108024", - "values": { - "cosine_distance": { - "value": 0.15532, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.144216, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.086308, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.096706, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.071, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00515, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 19.229, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19855d2749d23c108024/output.webp b/records/sd1/paper/19855d2749d23c108024/output.webp deleted file mode 100644 index fa8652cef0921c620dbd286061b3079060cf3eef..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19855d2749d23c108024/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e7b719464871268615be259b4b96b5b8fdd66d90a09f07d1d62d20867aaedb6a -size 24194 diff --git a/records/sd1/paper/19855d2749d23c108024/record.json b/records/sd1/paper/19855d2749d23c108024/record.json deleted file mode 100644 index 6be34ce0774e50bde69ca5608abbb135d300e3c8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19855d2749d23c108024/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "19855d2749d23c108024", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:44Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.1.transformer_blocks.0.attn1.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.lo", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/5910d28cbcd4a4f4a28c3542ad8962ecba2325ecfa04d723696cf1c9c55bc5b3.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "5910d28cbcd4a4f4a28c3542ad8962ecba2325ecfa04d723696cf1c9c55bc5b3", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19891273551563c4e54d/measurements.json b/records/sd1/paper/19891273551563c4e54d/measurements.json deleted file mode 100644 index c5e267d4256635b68848f21e87713552769e6fdf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19891273551563c4e54d/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "19891273551563c4e54d", - "values": { - "cosine_distance": { - "value": 0.655923, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.797275, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.829003, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.485332, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 35.995, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.06786, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "clipped" - ] - }, - "mae_vs_baseline": { - "value": 97.305, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19891273551563c4e54d/output.webp b/records/sd1/paper/19891273551563c4e54d/output.webp deleted file mode 100644 index 20c3e2fcb5096d74cb4d0a82df2f857e90fbcc35..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19891273551563c4e54d/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:453ee082be7c8ac203641a7caf78d5b246c9d52f317e341009d6e7883b9bb416 -size 62770 diff --git a/records/sd1/paper/19891273551563c4e54d/record.json b/records/sd1/paper/19891273551563c4e54d/record.json deleted file mode 100644 index 0d1fdc19d701ce70f07db69653bb4a94cf578cf7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19891273551563c4e54d/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "19891273551563c4e54d", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:49:15Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.11.0.emb_layers.1", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "Linear", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/50476a18735146f58d8f33f8910a411f3bfe78679f372d6c39b429178649f7e9.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "50476a18735146f58d8f33f8910a411f3bfe78679f372d6c39b429178649f7e9", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/198cccfb48739ea26b9f/measurements.json b/records/sd1/paper/198cccfb48739ea26b9f/measurements.json deleted file mode 100644 index 476aa182a9f40e86d94535f34a550efab59baf85..0000000000000000000000000000000000000000 --- a/records/sd1/paper/198cccfb48739ea26b9f/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "198cccfb48739ea26b9f", - "values": { - "cosine_distance": { - "value": 0.188893, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.185306, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.149521, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.115896, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.201, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0056, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 22.281, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/198cccfb48739ea26b9f/output.webp b/records/sd1/paper/198cccfb48739ea26b9f/output.webp deleted file mode 100644 index 043da079cbb03506d8426158b501e61a95b80310..0000000000000000000000000000000000000000 --- a/records/sd1/paper/198cccfb48739ea26b9f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:8a3f8a46d7b91802f6a26c9f310ad17af24838fef7cc3ecfa0b34d3b076806f2 -size 25956 diff --git a/records/sd1/paper/198cccfb48739ea26b9f/record.json b/records/sd1/paper/198cccfb48739ea26b9f/record.json deleted file mode 100644 index 8ad4b16228b116d71285198dd37aa62cb95b1cc3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/198cccfb48739ea26b9f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "198cccfb48739ea26b9f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:47Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.11.0.in_layers.0", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/e6b110c2380ff2bd4d0d6b25713563bca831afb3ad05d6676348c2fce0d8663e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e6b110c2380ff2bd4d0d6b25713563bca831afb3ad05d6676348c2fce0d8663e", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/199da804b7f36f6412de/interpretations.jsonl b/records/sd1/paper/199da804b7f36f6412de/interpretations.jsonl deleted file mode 100644 index 8959300fcd773b781798a13d38392e37a86c08c7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/199da804b7f36f6412de/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "199da804b7f36f6412de"}, "kind": "caption", "value": "Young person with side-parted short hair and black top, plain muted grey-green background", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:59:22Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1bb749ac4673a4c9"} -{"target": {"record": "199da804b7f36f6412de"}, "kind": "change", "value": "Same layout and colours, but the face looks more androgynous and the hair is parted differently, and the outer print border is reduced.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:59:22Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "11f40149df1c9f66"} -{"target": {"record": "199da804b7f36f6412de"}, "kind": "keywords", "value": ["portrait", "identity drift", "side part", "muted palette"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:59:22Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "64c5b57e7d0e3085"} -{"target": {"record": "199da804b7f36f6412de"}, "kind": "effect_tags", "value": ["subject_kept", "subtle", "framing"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:59:22Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0f34729612d5e553"} diff --git a/records/sd1/paper/199da804b7f36f6412de/measurements.json b/records/sd1/paper/199da804b7f36f6412de/measurements.json deleted file mode 100644 index 9d82e52abfcbdaf82af3524a6f376ed06236f8f8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/199da804b7f36f6412de/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "199da804b7f36f6412de", - "values": { - "cosine_distance": { - "value": 0.133952, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.129511, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.070084, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.0674, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 61.578, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00371, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 15.393, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/199da804b7f36f6412de/output.webp b/records/sd1/paper/199da804b7f36f6412de/output.webp deleted file mode 100644 index 747984eeeef8fe8afe1aa6336eb63ee8ef71eeb2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/199da804b7f36f6412de/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6e002cd4b07eb3788044458d34fabbf53d826bd16fc756f1524c0c013fded01c -size 28600 diff --git a/records/sd1/paper/199da804b7f36f6412de/record.json b/records/sd1/paper/199da804b7f36f6412de/record.json deleted file mode 100644 index ecaedb5ee389991f92fb74b904cc2ce0a6dfd1d5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/199da804b7f36f6412de/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "199da804b7f36f6412de", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:14Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.0.emb_layers.1", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Linear", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/4a1474edfa15e66e3a85d5a513dae82e984a366234468849888a71548a1b254f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "4a1474edfa15e66e3a85d5a513dae82e984a366234468849888a71548a1b254f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19a55175f137d8b44fe9/interpretations.jsonl b/records/sd1/paper/19a55175f137d8b44fe9/interpretations.jsonl deleted file mode 100644 index 727fa85b48b20188a0cae4375aa2cab42a3d7c80..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19a55175f137d8b44fe9/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "19a55175f137d8b44fe9"}, "kind": "caption", "value": "Young woman with hair pulled back, slightly harder features, same grey studio portrait", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:04:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "021136013ec3508a"} -{"target": {"record": "19a55175f137d8b44fe9"}, "kind": "change", "value": "The features are a bit sharper and the hair is swept back, with slightly higher contrast; composition unchanged.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:04:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "edd5b88e60a73dd1"} -{"target": {"record": "19a55175f137d8b44fe9"}, "kind": "keywords", "value": ["portrait variation", "hair swept back", "subtle change"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:04:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "79ce993ee6a654b8"} -{"target": {"record": "19a55175f137d8b44fe9"}, "kind": "effect_tags", "value": ["subject_kept", "subtle"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:04:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1d2385865fa707fa"} diff --git a/records/sd1/paper/19a55175f137d8b44fe9/measurements.json b/records/sd1/paper/19a55175f137d8b44fe9/measurements.json deleted file mode 100644 index 2a7aa5a455b95cde009a41db023d51916fbca6a6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19a55175f137d8b44fe9/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "19a55175f137d8b44fe9", - "values": { - "cosine_distance": { - "value": 0.108963, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.118895, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.060712, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.065689, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.01, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00439, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 13.87, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19a55175f137d8b44fe9/output.webp b/records/sd1/paper/19a55175f137d8b44fe9/output.webp deleted file mode 100644 index 98a0b58574e189e7453f12a974a9ee60244dd0f6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19a55175f137d8b44fe9/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e3cb5b31cffdcde23382a5f9525a034454f4068902c16473df5305d9c33045bc -size 24424 diff --git a/records/sd1/paper/19a55175f137d8b44fe9/record.json b/records/sd1/paper/19a55175f137d8b44fe9/record.json deleted file mode 100644 index 5e2760a41fd6e899e173f9abef996a0d9e2bd238..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19a55175f137d8b44fe9/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "19a55175f137d8b44fe9", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:50Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.0.emb_layers.1", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "Linear", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/c967bb73c0440b1050d997ce56b3d9dfa365cadd48894a1b08590c26f9aedd14.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "c967bb73c0440b1050d997ce56b3d9dfa365cadd48894a1b08590c26f9aedd14", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19a8ecde1a2553eefd0e/measurements.json b/records/sd1/paper/19a8ecde1a2553eefd0e/measurements.json deleted file mode 100644 index 72ea81ea3038be96d9c172255d12691c68d90b02..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19a8ecde1a2553eefd0e/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "19a8ecde1a2553eefd0e", - "values": { - "cosine_distance": { - "value": 0.005134, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.00835, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.0036, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.003581, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.363, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00633, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.753, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19a8ecde1a2553eefd0e/output.webp b/records/sd1/paper/19a8ecde1a2553eefd0e/output.webp deleted file mode 100644 index 3f6539fcfca502b1bcd498a7930df7f8efdc410b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19a8ecde1a2553eefd0e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c834049d13db739f05f67ff734e132ec0c55dc125d44061eee021db955f67719 -size 27618 diff --git a/records/sd1/paper/19a8ecde1a2553eefd0e/record.json b/records/sd1/paper/19a8ecde1a2553eefd0e/record.json deleted file mode 100644 index 8f37183713c0ef0a3e0125d262becb9ab97def26..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19a8ecde1a2553eefd0e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "19a8ecde1a2553eefd0e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:32Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.0.skip_connection", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.mid", - "kind": "skip", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/7a54678252cca4b657c91460569817527bf3d29846e3c0ee27ee5c637c8ea148.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7a54678252cca4b657c91460569817527bf3d29846e3c0ee27ee5c637c8ea148", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19afd524d4fdb7adb166/measurements.json b/records/sd1/paper/19afd524d4fdb7adb166/measurements.json deleted file mode 100644 index 72dc8206d1e866afa361624a0fe4bb5191315644..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19afd524d4fdb7adb166/measurements.json +++ /dev/null @@ -1,39 +0,0 @@ -{ - "record": "19afd524d4fdb7adb166", - "values": { - "std": { - "value": 65.092, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00308, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 36.318, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.316955, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.225914, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.128075, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19afd524d4fdb7adb166/output.webp b/records/sd1/paper/19afd524d4fdb7adb166/output.webp deleted file mode 100644 index 86e12d7eac096c224e087a9d5a433f4ff56bc6e0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19afd524d4fdb7adb166/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:678ff2f09ee59b879d20f8ab604abc9b5b7a1356ff2371692e384ed9f893de06 -size 41266 diff --git a/records/sd1/paper/19afd524d4fdb7adb166/record.json b/records/sd1/paper/19afd524d4fdb7adb166/record.json deleted file mode 100644 index 7a1c4605ccc23dfad299aac6085c9758fca06ab4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19afd524d4fdb7adb166/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "19afd524d4fdb7adb166", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:12Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 456, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.lo", - "kind": "norm", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "LayerNorm", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "cc22cd9d1775f0bbd85b" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_8_3_3.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/19b01c16fca391e659f5/measurements.json b/records/sd1/paper/19b01c16fca391e659f5/measurements.json deleted file mode 100644 index 0486cd1dba54db0b302ea29d2eb903691757c1f1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19b01c16fca391e659f5/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "19b01c16fca391e659f5", - "values": { - "cosine_distance": { - "value": 0.141375, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.139125, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.078598, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.060027, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.674, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00578, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 15.879, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19b01c16fca391e659f5/output.webp b/records/sd1/paper/19b01c16fca391e659f5/output.webp deleted file mode 100644 index 66c8f705f40efab1679d81086b4ee9834e06ebc1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19b01c16fca391e659f5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:32197477191a04b4af188e9ef08e9cd5cca7ea61737cb9546233f8ba98103d48 -size 25636 diff --git a/records/sd1/paper/19b01c16fca391e659f5/record.json b/records/sd1/paper/19b01c16fca391e659f5/record.json deleted file mode 100644 index 3e4c1ce08162fb8d3c001da7c1d33299e3e4c581..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19b01c16fca391e659f5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "19b01c16fca391e659f5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:47Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.11.0.in_layers.1", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/7d8a56adfd9d86a852bd638b578644d7e99eb45596a0644181489c350611d07e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7d8a56adfd9d86a852bd638b578644d7e99eb45596a0644181489c350611d07e", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19b485db06c7044abe5d/measurements.json b/records/sd1/paper/19b485db06c7044abe5d/measurements.json deleted file mode 100644 index 402675a8f5b961083fd13647dea3e0f32d2c7295..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19b485db06c7044abe5d/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "19b485db06c7044abe5d", - "values": { - "cosine_distance": { - "value": 0.30677, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.353983, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.231921, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.179417, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 58.927, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00392, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 34.789, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19b485db06c7044abe5d/output.webp b/records/sd1/paper/19b485db06c7044abe5d/output.webp deleted file mode 100644 index 73e58ba960704c1b4200ce5a64fbb5f6d601f9bf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19b485db06c7044abe5d/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:674a08cafffa27e834df8a5a18638480af0e72f13a9155f83e0de8872806ab23 -size 21014 diff --git a/records/sd1/paper/19b485db06c7044abe5d/record.json b/records/sd1/paper/19b485db06c7044abe5d/record.json deleted file mode 100644 index ebe63286e9f52afba237ba1b59aa2c72270c684e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19b485db06c7044abe5d/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "19b485db06c7044abe5d", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:06Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.attn2.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/27e21289362aa33cd96473d16374c5754e4855ff78c2b331d2cb61069689198a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "27e21289362aa33cd96473d16374c5754e4855ff78c2b331d2cb61069689198a", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19b91af4ea2bf4083489/measurements.json b/records/sd1/paper/19b91af4ea2bf4083489/measurements.json deleted file mode 100644 index 7c36f6179f8af2f7c730721141ebd3440d537cff..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19b91af4ea2bf4083489/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "19b91af4ea2bf4083489", - "values": { - "cosine_distance": { - "value": 0.088116, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.093448, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.029852, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.07552, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.877, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00387, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 11.822, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19b91af4ea2bf4083489/output.webp b/records/sd1/paper/19b91af4ea2bf4083489/output.webp deleted file mode 100644 index 4988b4c3a10df81f0eb9ed89b856f7967ab29b8f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19b91af4ea2bf4083489/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:83a542a6c526eaca4b88b0ff2d39099995dce1cab0b4b16c8556d51f36ac4bbd -size 25148 diff --git a/records/sd1/paper/19b91af4ea2bf4083489/record.json b/records/sd1/paper/19b91af4ea2bf4083489/record.json deleted file mode 100644 index 96c4aae6019f6fa3f982dd264a700393cef0e28e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19b91af4ea2bf4083489/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "19b91af4ea2bf4083489", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:16Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.0.out_layers.1", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/46e7066d693e17da3060e28ef8c3f415afae6fac5f63ed2540734ca9d8f7cbdd.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "46e7066d693e17da3060e28ef8c3f415afae6fac5f63ed2540734ca9d8f7cbdd", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19bb6211d683357b6a24/measurements.json b/records/sd1/paper/19bb6211d683357b6a24/measurements.json deleted file mode 100644 index ccbcbcaf7b663c5390a89bfe7f0b173f0291d372..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19bb6211d683357b6a24/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "19bb6211d683357b6a24", - "values": { - "cosine_distance": { - "value": 0.511857, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.618697, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.727813, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.440845, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 71.837, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01675, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 51.066, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19bb6211d683357b6a24/output.webp b/records/sd1/paper/19bb6211d683357b6a24/output.webp deleted file mode 100644 index e77bf076bbd67faeeabc2708f572f9234e015bfb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19bb6211d683357b6a24/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:812edd97046d92356a4fd46089b2103ee02064806a4306cd189d78ffb753d3e3 -size 60444 diff --git a/records/sd1/paper/19bb6211d683357b6a24/record.json b/records/sd1/paper/19bb6211d683357b6a24/record.json deleted file mode 100644 index 1c00374591b36c60eccc1a97cba25926411003c3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19bb6211d683357b6a24/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "19bb6211d683357b6a24", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:30Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.transformer_blocks.0.ff.net.1", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.mid", - "kind": "ff", - "module_type": "Dropout", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/3e713eeaebc6b580e79b1dcbb1ecfa63dc6ee9f73904f31ec5f4b272f8db4b2b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "3e713eeaebc6b580e79b1dcbb1ecfa63dc6ee9f73904f31ec5f4b272f8db4b2b", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19bc971c522f9e547ebe/measurements.json b/records/sd1/paper/19bc971c522f9e547ebe/measurements.json deleted file mode 100644 index dca6009c5ebaeed65683f70d3f37601af1ebed91..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19bc971c522f9e547ebe/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "19bc971c522f9e547ebe", - "values": { - "cosine_distance": { - "value": 0.000634, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.00108, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.000768, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.000411, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.317, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00645, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.439, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19bc971c522f9e547ebe/output.webp b/records/sd1/paper/19bc971c522f9e547ebe/output.webp deleted file mode 100644 index 94b4a6781e36227e970e90b34ad324daf16a87c2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19bc971c522f9e547ebe/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d97a154e046ffc4de95d11b57c6c1bd5a348d1b057b0e36b210bf09b3b2ac96f -size 26692 diff --git a/records/sd1/paper/19bc971c522f9e547ebe/record.json b/records/sd1/paper/19bc971c522f9e547ebe/record.json deleted file mode 100644 index 4e41f9dd02a3c31eb47d7e12ead6357cb820d287..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19bc971c522f9e547ebe/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "19bc971c522f9e547ebe", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:02Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.transformer_blocks.0.attn2.to_v", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/29bbe1576b043dde9533accf9a04765332300c84151e2fd39220c9b234c79cd3.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "29bbe1576b043dde9533accf9a04765332300c84151e2fd39220c9b234c79cd3", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19ca3b665d53e6280d89/measurements.json b/records/sd1/paper/19ca3b665d53e6280d89/measurements.json deleted file mode 100644 index d3c6be8ca24ddf38c87882861def73ffd3eb7265..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19ca3b665d53e6280d89/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "19ca3b665d53e6280d89", - "values": { - "cosine_distance": { - "value": 0.255504, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.231582, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.128798, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.098779, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.793, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00751, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 30.518, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19ca3b665d53e6280d89/output.webp b/records/sd1/paper/19ca3b665d53e6280d89/output.webp deleted file mode 100644 index 70123094c521614004016cd999f2462f895e7081..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19ca3b665d53e6280d89/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4548071955c1a6a04ca3abe38b9c45bfd5cb2bb565472836942b0c862b9aaad7 -size 26878 diff --git a/records/sd1/paper/19ca3b665d53e6280d89/record.json b/records/sd1/paper/19ca3b665d53e6280d89/record.json deleted file mode 100644 index 829c86ef577ad6b64774617cba6ade27485e001e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19ca3b665d53e6280d89/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "19ca3b665d53e6280d89", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:30Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.transformer_blocks.0.norm3", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.hi", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/461a902c3699a9a423734271d16aa05c39469a1454bf3a55ac2c522aab54bb19.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "461a902c3699a9a423734271d16aa05c39469a1454bf3a55ac2c522aab54bb19", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19d1036f9ea44f631032/measurements.json b/records/sd1/paper/19d1036f9ea44f631032/measurements.json deleted file mode 100644 index 3f23fb052cd6fd79ea2912446127017c334e754d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19d1036f9ea44f631032/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "19d1036f9ea44f631032", - "values": { - "cosine_distance": { - "value": 0.401216, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.430044, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.295247, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.147782, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 94.279, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00951, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 53.941, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19d1036f9ea44f631032/output.webp b/records/sd1/paper/19d1036f9ea44f631032/output.webp deleted file mode 100644 index f62df6d1cee44ed2e3fda826e7addd6d9d7a8add..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19d1036f9ea44f631032/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:094083a71cafa065dcbb3fb0d83746a3bb7aac1caf171ca20f835b1122a4711e -size 50044 diff --git a/records/sd1/paper/19d1036f9ea44f631032/record.json b/records/sd1/paper/19d1036f9ea44f631032/record.json deleted file mode 100644 index 8f7a234bcc1704ad6cef4b97622490f0fb6de6dc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19d1036f9ea44f631032/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "19d1036f9ea44f631032", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:15Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.transformer_blocks.0.attn2.to_q", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.lo", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/4e2f0ef718937302d4f67b91cb74ceadd4a2548756fb68079e4692fb17d91d7c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "4e2f0ef718937302d4f67b91cb74ceadd4a2548756fb68079e4692fb17d91d7c", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19ec4262c440a77f9030/interpretations.jsonl b/records/sd1/paper/19ec4262c440a77f9030/interpretations.jsonl deleted file mode 100644 index b1db4e361a4f086ed324903f038ebf17380f44ed..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19ec4262c440a77f9030/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "19ec4262c440a77f9030"}, "kind": "caption", "value": "Sepia-tinted portrait of an androgynous young person with swept-back hair, rounded vignette", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:41:35Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "79f702e4a6020cc5"} -{"target": {"record": "19ec4262c440a77f9030"}, "kind": "change", "value": "The tones warm to sepia beige, the subject becomes more androgynous with hair swept back, and the print border becomes a soft rounded vignette.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:41:35Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "fb69b2266d11f702"} -{"target": {"record": "19ec4262c440a77f9030"}, "kind": "keywords", "value": ["sepia", "androgynous", "swept hair", "vintage vignette"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:41:35Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "b78442bbd274ea3f"} -{"target": {"record": "19ec4262c440a77f9030"}, "kind": "effect_tags", "value": ["colour_shift", "subject_kept", "framing"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:41:35Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "539ce9275f308ccc"} diff --git a/records/sd1/paper/19ec4262c440a77f9030/measurements.json b/records/sd1/paper/19ec4262c440a77f9030/measurements.json deleted file mode 100644 index bf86524aa8f997c69972b8bb91071a408a04ac6c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19ec4262c440a77f9030/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "19ec4262c440a77f9030", - "values": { - "cosine_distance": { - "value": 0.293662, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.304698, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.102893, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.080368, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 56.635, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00554, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 37.388, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19ec4262c440a77f9030/output.webp b/records/sd1/paper/19ec4262c440a77f9030/output.webp deleted file mode 100644 index d1e21524f9eb19bf4460cd80cd93b71f7623ee8f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19ec4262c440a77f9030/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:caa0a0224bd31a36e8d78cfc6d98bc37baee99c4d07625fb56f0bc2579413446 -size 21958 diff --git a/records/sd1/paper/19ec4262c440a77f9030/record.json b/records/sd1/paper/19ec4262c440a77f9030/record.json deleted file mode 100644 index 8431162340614b45d4de5da97b3504f516f0580c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19ec4262c440a77f9030/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "19ec4262c440a77f9030", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:27Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.proj_in", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.mid", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/c798014d746cf2a5004490a5438557ff0c8da17b13a8246f6135b951ab8d3c44.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "c798014d746cf2a5004490a5438557ff0c8da17b13a8246f6135b951ab8d3c44", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19f3010a1f067c710abd/measurements.json b/records/sd1/paper/19f3010a1f067c710abd/measurements.json deleted file mode 100644 index 310ea7bdaeb7fb3fa837ea93024d3915a1ef7a97..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19f3010a1f067c710abd/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "19f3010a1f067c710abd", - "values": { - "cosine_distance": { - "value": 0.012935, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.012074, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.007537, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.006271, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.902, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00622, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.349, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19f3010a1f067c710abd/output.webp b/records/sd1/paper/19f3010a1f067c710abd/output.webp deleted file mode 100644 index 52d554590069de8f3859701d9dc14b2a85d54e7e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19f3010a1f067c710abd/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e239ded6576146ae9bed51002dee7d28a245c05971dd683442e55ce2eb9fad9c -size 25738 diff --git a/records/sd1/paper/19f3010a1f067c710abd/record.json b/records/sd1/paper/19f3010a1f067c710abd/record.json deleted file mode 100644 index f661602d32b77c3f1021a15f1c298b1e009da245..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19f3010a1f067c710abd/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "19f3010a1f067c710abd", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:05Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.1.transformer_blocks.0.ff.net.2", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.hi", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/1c274f93848dc6df73937c82c9bdfdfc7b4300e87637e32ffadb28be8d362a0c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "1c274f93848dc6df73937c82c9bdfdfc7b4300e87637e32ffadb28be8d362a0c", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19f65f53cb0e3047896b/measurements.json b/records/sd1/paper/19f65f53cb0e3047896b/measurements.json deleted file mode 100644 index 5e4fcee4ffc1ebf06f295a3adb2d9b4090750ce7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19f65f53cb0e3047896b/measurements.json +++ /dev/null @@ -1,39 +0,0 @@ -{ - "record": "19f65f53cb0e3047896b", - "values": { - "std": { - "value": 83.694, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00392, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 61.971, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.685903, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.45586, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.221495, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19f65f53cb0e3047896b/output.webp b/records/sd1/paper/19f65f53cb0e3047896b/output.webp deleted file mode 100644 index 028f1c622c27a8f41aa7004e233a06b5d8b50cc7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19f65f53cb0e3047896b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d85fc1269b3a4bec4bd88f500d0b5c9cd9b6da006706fe6f5a5d80ea4e70c2c1 -size 44496 diff --git a/records/sd1/paper/19f65f53cb0e3047896b/record.json b/records/sd1/paper/19f65f53cb0e3047896b/record.json deleted file mode 100644 index 4b22b4874f42886c36c12c565302930b0ee408d0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19f65f53cb0e3047896b/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "19f65f53cb0e3047896b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:50:44Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 0, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.mid", - "kind": "skip", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "Conv2d", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "0b5cefe3c80cdcf62252" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_5_1_3.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/19fddcc3cbdb2440915f/measurements.json b/records/sd1/paper/19fddcc3cbdb2440915f/measurements.json deleted file mode 100644 index c527f5b6f5749132294b4720e5272ef373e34941..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19fddcc3cbdb2440915f/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "19fddcc3cbdb2440915f", - "values": { - "cosine_distance": { - "value": 0.082707, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.081695, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.039337, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.04869, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.299, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00639, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 11.757, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/19fddcc3cbdb2440915f/output.webp b/records/sd1/paper/19fddcc3cbdb2440915f/output.webp deleted file mode 100644 index 64529fcfeaab6a4645c0de357afe02a96206e339..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19fddcc3cbdb2440915f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a79d9fc025fcff92b9c4f1923744d038e697218ff31ea18380e21ecf0550e1b4 -size 28256 diff --git a/records/sd1/paper/19fddcc3cbdb2440915f/record.json b/records/sd1/paper/19fddcc3cbdb2440915f/record.json deleted file mode 100644 index 1de6b548c2b2a7d0b994708cbb74e4e0608c9c17..0000000000000000000000000000000000000000 --- a/records/sd1/paper/19fddcc3cbdb2440915f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "19fddcc3cbdb2440915f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:42Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.10.0.in_layers.2", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/8cb6fbbdd0e22e5e3f3177dbd9a055a28c801125359980af049aff464da86fd5.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "8cb6fbbdd0e22e5e3f3177dbd9a055a28c801125359980af049aff464da86fd5", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a0a00d86097cd03f59e/measurements.json b/records/sd1/paper/1a0a00d86097cd03f59e/measurements.json deleted file mode 100644 index fa2e9d0f6b3829a2d88aec0e192bdb8bd4d24120..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a0a00d86097cd03f59e/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1a0a00d86097cd03f59e", - "values": { - "cosine_distance": { - "value": 0.148834, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.178929, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.080162, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.048426, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.604, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00548, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 18.395, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a0a00d86097cd03f59e/output.webp b/records/sd1/paper/1a0a00d86097cd03f59e/output.webp deleted file mode 100644 index 7032d4db20828b4e23445dcf7a114ebab33f2bd4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a0a00d86097cd03f59e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b49ef22498f26181f9dc2639ccef9c57691c6b131047799a7a41ba56d0182bb9 -size 28380 diff --git a/records/sd1/paper/1a0a00d86097cd03f59e/record.json b/records/sd1/paper/1a0a00d86097cd03f59e/record.json deleted file mode 100644 index 566c98685a93dec259f104d59983b6418902c56f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a0a00d86097cd03f59e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1a0a00d86097cd03f59e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:33:58Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.1.proj_in", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.hi", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/4a9e15ee31f100f26809af337b995ece6327526eea986402dffb3735f0826745.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "4a9e15ee31f100f26809af337b995ece6327526eea986402dffb3735f0826745", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a154584bc2ea335af17/measurements.json b/records/sd1/paper/1a154584bc2ea335af17/measurements.json deleted file mode 100644 index 67ef4d7cb7e77fc41372e40dbb2b172c5871ed9c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a154584bc2ea335af17/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1a154584bc2ea335af17", - "values": { - "cosine_distance": { - "value": 0.000374, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.000483, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.000903, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.000651, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.476, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00649, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.253, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a154584bc2ea335af17/output.webp b/records/sd1/paper/1a154584bc2ea335af17/output.webp deleted file mode 100644 index 96abbfe7ea2e44af6d08d52ede5d75615e36eefb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a154584bc2ea335af17/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:992d93a500986ab6ee7a8c445c245a0aa46193dd4e4958a0b8a57309a4e79825 -size 26900 diff --git a/records/sd1/paper/1a154584bc2ea335af17/record.json b/records/sd1/paper/1a154584bc2ea335af17/record.json deleted file mode 100644 index 0dcd70e40ed35d9ddfe7f3c57896be3d4547713c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a154584bc2ea335af17/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1a154584bc2ea335af17", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:29Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.2.0.emb_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/bd0f2045660b0b5e1625e7b5251a548f32d9b83e658f3ee711287f9b85c9cef7.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "bd0f2045660b0b5e1625e7b5251a548f32d9b83e658f3ee711287f9b85c9cef7", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a15e743fe507c133980/measurements.json b/records/sd1/paper/1a15e743fe507c133980/measurements.json deleted file mode 100644 index c710bcb7b0b79879f7c062134340b18577cd9f91..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a15e743fe507c133980/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1a15e743fe507c133980", - "values": { - "cosine_distance": { - "value": 0.06971, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.076936, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.032434, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.037391, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 68.631, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00424, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 13.516, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a15e743fe507c133980/output.webp b/records/sd1/paper/1a15e743fe507c133980/output.webp deleted file mode 100644 index 752b6abad837c84fb9ec1148fc29e12d8ffa0571..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a15e743fe507c133980/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1bfa8e5eed25ed0ad7e19f28a0ab6f6ecbdbd64084a4f025e742620e747a8556 -size 26272 diff --git a/records/sd1/paper/1a15e743fe507c133980/record.json b/records/sd1/paper/1a15e743fe507c133980/record.json deleted file mode 100644 index 4338548927662ea0dc8cf9916254f1c63f9ff4ff..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a15e743fe507c133980/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1a15e743fe507c133980", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:07Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.11.0.out_layers.0", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/c677bf3284747f7a6c7a32ab76ef3370366b039dd132d62d43dd9266422f163c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "c677bf3284747f7a6c7a32ab76ef3370366b039dd132d62d43dd9266422f163c", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a18d034d74a93d6f3a2/measurements.json b/records/sd1/paper/1a18d034d74a93d6f3a2/measurements.json deleted file mode 100644 index e0bd94e1e2560d9d6210cc62f059a519b0a5aff6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a18d034d74a93d6f3a2/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1a18d034d74a93d6f3a2", - "values": { - "cosine_distance": { - "value": 0.627492, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.786151, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.872895, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.480913, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 93.599, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0411, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 77.738, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a18d034d74a93d6f3a2/output.webp b/records/sd1/paper/1a18d034d74a93d6f3a2/output.webp deleted file mode 100644 index f6a41806bd9cb44e20c3c5c67d1674b57220ed12..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a18d034d74a93d6f3a2/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5a2a7cd061016767fc22066147223c4c96587db37ef3771e06aa69ca0dc24e6d -size 98132 diff --git a/records/sd1/paper/1a18d034d74a93d6f3a2/record.json b/records/sd1/paper/1a18d034d74a93d6f3a2/record.json deleted file mode 100644 index 801c1f98442ce569aa452c952af0353b57c979d0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a18d034d74a93d6f3a2/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1a18d034d74a93d6f3a2", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:49:16Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.11.0.out_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/b5aa660b0b02cecfe39708be867b8df957f5601d28246ccf2fa017bc67eeccaf.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b5aa660b0b02cecfe39708be867b8df957f5601d28246ccf2fa017bc67eeccaf", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a1aa704cef7209cedd1/measurements.json b/records/sd1/paper/1a1aa704cef7209cedd1/measurements.json deleted file mode 100644 index d4fea43268e33651e4bc6d4c6976df2f200fa559..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a1aa704cef7209cedd1/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1a1aa704cef7209cedd1", - "values": { - "cosine_distance": { - "value": 0.09559, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.076486, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.060527, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.065188, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.229, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00521, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 10.73, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a1aa704cef7209cedd1/output.webp b/records/sd1/paper/1a1aa704cef7209cedd1/output.webp deleted file mode 100644 index 6c1c3b8e58cd9d5e17ff78c20badd6fada1be436..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a1aa704cef7209cedd1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:8c82c320be2065e98ea3bcd0c4b77ca1b2d22c86071ef130c0229482978cb0ba -size 24872 diff --git a/records/sd1/paper/1a1aa704cef7209cedd1/record.json b/records/sd1/paper/1a1aa704cef7209cedd1/record.json deleted file mode 100644 index 2e8b9f605da3c0797128302ac3e3bddaca4c2176..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a1aa704cef7209cedd1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1a1aa704cef7209cedd1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:50Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.0.in_layers.2", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.mid", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/1e963980a3f69fe6e723a93edcb74587672902304e7f6d0d89556b18a7f633f2.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "1e963980a3f69fe6e723a93edcb74587672902304e7f6d0d89556b18a7f633f2", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a22f5081d0c930d051c/measurements.json b/records/sd1/paper/1a22f5081d0c930d051c/measurements.json deleted file mode 100644 index 17b300e2f0581f99a48630620847809b8e77707f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a22f5081d0c930d051c/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1a22f5081d0c930d051c", - "values": { - "cosine_distance": { - "value": 0.0068, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.004657, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.001813, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.003811, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.398, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00623, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.242, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a22f5081d0c930d051c/output.webp b/records/sd1/paper/1a22f5081d0c930d051c/output.webp deleted file mode 100644 index a6f732adcc235c5f56edd0934da563f217c11d53..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a22f5081d0c930d051c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:221b5bd6c3905d9506a57e5829834b1099dafd59349b1262c945d4c98d8335eb -size 26582 diff --git a/records/sd1/paper/1a22f5081d0c930d051c/record.json b/records/sd1/paper/1a22f5081d0c930d051c/record.json deleted file mode 100644 index ff7a5683dc5abc6eead06801e3651d452087ebe6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a22f5081d0c930d051c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1a22f5081d0c930d051c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:01Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.attn1.to_v", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/b81247fd23059de5c469ae861109651536c6c18b5f265a069074a9b28e0d375c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b81247fd23059de5c469ae861109651536c6c18b5f265a069074a9b28e0d375c", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a276e820bcd404006f4/measurements.json b/records/sd1/paper/1a276e820bcd404006f4/measurements.json deleted file mode 100644 index 322adde32156c9ed93da5e121f81643a0776d5d0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a276e820bcd404006f4/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1a276e820bcd404006f4", - "values": { - "cosine_distance": { - "value": 0.328788, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.327257, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.214404, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.151207, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 50.945, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00433, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 33.173, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a276e820bcd404006f4/output.webp b/records/sd1/paper/1a276e820bcd404006f4/output.webp deleted file mode 100644 index e5ad22c707beee6051ca14041a7d855b660a587e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a276e820bcd404006f4/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:cc71de25dc46115f016a99d2b5abad86bcf59481a93d90254621f749e1fb73b2 -size 28190 diff --git a/records/sd1/paper/1a276e820bcd404006f4/record.json b/records/sd1/paper/1a276e820bcd404006f4/record.json deleted file mode 100644 index 07faab599f759f0ba221309913285a5234f51466..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a276e820bcd404006f4/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1a276e820bcd404006f4", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:17Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.transformer_blocks.0.attn2.to_v", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.lo", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/b40c6492ef3d69bbd57551cca7bfdc2443e2060dbf53dd41e76995ec5907e1a4.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b40c6492ef3d69bbd57551cca7bfdc2443e2060dbf53dd41e76995ec5907e1a4", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a2bfe5fbf82331443be/interpretations.jsonl b/records/sd1/paper/1a2bfe5fbf82331443be/interpretations.jsonl deleted file mode 100644 index f8f5a1fa1cc3c4aa2f1e2b8b44f4f5056c80fdcc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a2bfe5fbf82331443be/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1a2bfe5fbf82331443be"}, "kind": "caption", "value": "Flat cartoon mask-like face with red outlines and black hair shape on grey textured background", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:40:08Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "46a7d847e5496800"} -{"target": {"record": "1a2bfe5fbf82331443be"}, "kind": "change", "value": "The photograph collapses into a crude graphic sticker-like figure: a pale robotic mask face with red outlines and black scribbled hair on a blank grey wall.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:40:08Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "7359e23a484d6d3c"} -{"target": {"record": "1a2bfe5fbf82331443be"}, "kind": "keywords", "value": ["cartoon mask", "graphic outline", "sticker face", "naive illustration", "red outline"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:40:08Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "09896791ad9a9b31"} -{"target": {"record": "1a2bfe5fbf82331443be"}, "kind": "effect_tags", "value": ["style_change", "poster", "abstract", "surreal", "subject_lost", "degenerate"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:40:08Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ac805bd00d3bd342"} diff --git a/records/sd1/paper/1a2bfe5fbf82331443be/measurements.json b/records/sd1/paper/1a2bfe5fbf82331443be/measurements.json deleted file mode 100644 index 7a524dcb4e012af4e396225127636e8ca0fff5ce..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a2bfe5fbf82331443be/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1a2bfe5fbf82331443be", - "values": { - "cosine_distance": { - "value": 0.636263, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.559184, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.824499, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.422989, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.251, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.04114, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 64.838, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a2bfe5fbf82331443be/output.webp b/records/sd1/paper/1a2bfe5fbf82331443be/output.webp deleted file mode 100644 index 832ede3a62f6a4b09dcc9714452ba676b55a0cfb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a2bfe5fbf82331443be/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9fbb9c3269fe309386f8d9bd5b194a497e3d46ed411d5ba22380c51bfee51682 -size 39476 diff --git a/records/sd1/paper/1a2bfe5fbf82331443be/record.json b/records/sd1/paper/1a2bfe5fbf82331443be/record.json deleted file mode 100644 index e08e349ec918aaeb7c7bcf5948f9715e43c4c1bb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a2bfe5fbf82331443be/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1a2bfe5fbf82331443be", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:51Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.6.0.op", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.mid", - "kind": "downsample", - "module_type": "Conv2d", - "container": "Downsample", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/62a4a80dfc5d041bcea1b2ac84efc8e59c4c0488aa46c679b468934bf25363c8.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "62a4a80dfc5d041bcea1b2ac84efc8e59c4c0488aa46c679b468934bf25363c8", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.Downsample.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a35aa5871e8f98418fb/measurements.json b/records/sd1/paper/1a35aa5871e8f98418fb/measurements.json deleted file mode 100644 index 7feb1d7a1cb01a91b1117481e5b33b2d6cea882b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a35aa5871e8f98418fb/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1a35aa5871e8f98418fb", - "values": { - "cosine_distance": { - "value": 0.050059, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.036426, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.026129, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.061544, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.616, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00614, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 7.478, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a35aa5871e8f98418fb/output.webp b/records/sd1/paper/1a35aa5871e8f98418fb/output.webp deleted file mode 100644 index b53ef68b51ae7bdefac4dea4750db21e41cc1701..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a35aa5871e8f98418fb/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1c0d0888674b07763b86c668399e2c59f028401ddeabb6260805dfcc92df0105 -size 28650 diff --git a/records/sd1/paper/1a35aa5871e8f98418fb/record.json b/records/sd1/paper/1a35aa5871e8f98418fb/record.json deleted file mode 100644 index 5efe90529d1ac8e09097c8ff43d189ae0389c37c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a35aa5871e8f98418fb/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1a35aa5871e8f98418fb", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:55Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.0.out_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/cab375c4d46fd27cd3c878c41bebf3d555cc83354de00a40b82888804374738f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "cab375c4d46fd27cd3c878c41bebf3d555cc83354de00a40b82888804374738f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a52915b42ea94a55f53/measurements.json b/records/sd1/paper/1a52915b42ea94a55f53/measurements.json deleted file mode 100644 index 529b43d6cab9d0628fa5da51bc49b461d16f85d1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a52915b42ea94a55f53/measurements.json +++ /dev/null @@ -1,39 +0,0 @@ -{ - "record": "1a52915b42ea94a55f53", - "values": { - "std": { - "value": 73.057, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00353, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 27.302, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.260163, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.358759, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.263422, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a52915b42ea94a55f53/output.webp b/records/sd1/paper/1a52915b42ea94a55f53/output.webp deleted file mode 100644 index b5320a10e48084143ddfbe9cfbc7fe2c8d45f3e7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a52915b42ea94a55f53/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:8dd208ba17aebda1fa18bf38b805069801a1556b65fe6393d96df8208070aae2 -size 24216 diff --git a/records/sd1/paper/1a52915b42ea94a55f53/record.json b/records/sd1/paper/1a52915b42ea94a55f53/record.json deleted file mode 100644 index 82bfdbb951f0371051f5b50f7c0639660e9fe3fb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a52915b42ea94a55f53/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1a52915b42ea94a55f53", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:35Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 786, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.lo", - "kind": "norm", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "LayerNorm", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "bf0726ee79d520e2e457" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_8_5_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a83b72e9086ff07d1d1/measurements.json b/records/sd1/paper/1a83b72e9086ff07d1d1/measurements.json deleted file mode 100644 index e0d8cf7ea21a01d4fc71469bd97b06a5f660216c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a83b72e9086ff07d1d1/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1a83b72e9086ff07d1d1", - "values": { - "cosine_distance": { - "value": 0.200913, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.207761, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.156484, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.100447, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.773, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00626, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 21.991, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a83b72e9086ff07d1d1/output.webp b/records/sd1/paper/1a83b72e9086ff07d1d1/output.webp deleted file mode 100644 index f08ee9628f884ab8470b2a9cecaa784838f94071..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a83b72e9086ff07d1d1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:12f42fda34ad5ab5670dee28a3c4361c462454880ae08e83fa2b6b5caecab810 -size 25306 diff --git a/records/sd1/paper/1a83b72e9086ff07d1d1/record.json b/records/sd1/paper/1a83b72e9086ff07d1d1/record.json deleted file mode 100644 index 371b490f392b3e5065c5a41d5085dbe8d4ad28c7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a83b72e9086ff07d1d1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1a83b72e9086ff07d1d1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:35Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.0.in_layers.2", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/857bdcd234278fbbca6137a490ad6487210d4e100ec24237a26dbed59650b43e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "857bdcd234278fbbca6137a490ad6487210d4e100ec24237a26dbed59650b43e", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a86e49a7d3d23bf93b8/measurements.json b/records/sd1/paper/1a86e49a7d3d23bf93b8/measurements.json deleted file mode 100644 index a924ffcaf0635d90b2ac54d52f5a4ad77605be96..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a86e49a7d3d23bf93b8/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1a86e49a7d3d23bf93b8", - "values": { - "cosine_distance": { - "value": 0.08984, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.106171, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.056289, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.073305, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.574, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00459, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 14.142, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a86e49a7d3d23bf93b8/output.webp b/records/sd1/paper/1a86e49a7d3d23bf93b8/output.webp deleted file mode 100644 index 310f53500148bc4202a77dccd6b708f64e951f69..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a86e49a7d3d23bf93b8/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c343a8be1d4637bf453847de4636ef9fc094202e9dffe85abb35ada071804823 -size 29328 diff --git a/records/sd1/paper/1a86e49a7d3d23bf93b8/record.json b/records/sd1/paper/1a86e49a7d3d23bf93b8/record.json deleted file mode 100644 index d3ac68bd72585740b6ec3b3339a4b86b71925655..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a86e49a7d3d23bf93b8/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1a86e49a7d3d23bf93b8", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:36Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.transformer_blocks.0.attn2.to_out.0", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.hi", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/1c6abc6364d46da6e21572200c22000da49a73634866596031e29ed76e43d37c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "1c6abc6364d46da6e21572200c22000da49a73634866596031e29ed76e43d37c", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a87f8c359261081b6f7/interpretations.jsonl b/records/sd1/paper/1a87f8c359261081b6f7/interpretations.jsonl deleted file mode 100644 index ba1caa0b0a7c733e1b4f42423298b724d466ac66..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a87f8c359261081b6f7/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1a87f8c359261081b6f7"}, "kind": "caption", "value": "Young man with swept-back hair in grey studio portrait, black shirt, vintage photo frame", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:30:19Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c788588ff524e3d3"} -{"target": {"record": "1a87f8c359261081b6f7"}, "kind": "change", "value": "The woman becomes a young man with a broader face and swept-up hair while pose, framing and grey palette stay the same.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:30:19Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "f2cef0aa61543452"} -{"target": {"record": "1a87f8c359261081b6f7"}, "kind": "keywords", "value": ["gender shift", "young man", "studio portrait", "swept hair", "vintage frame"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:30:19Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "6d004bb3d8dbf1d0"} -{"target": {"record": "1a87f8c359261081b6f7"}, "kind": "effect_tags", "value": ["subject_kept", "subtle"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:30:19Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "5665f28055bbff01"} diff --git a/records/sd1/paper/1a87f8c359261081b6f7/measurements.json b/records/sd1/paper/1a87f8c359261081b6f7/measurements.json deleted file mode 100644 index bb35e6186efe3e8e6270a1a58fc02db465b4bbb8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a87f8c359261081b6f7/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1a87f8c359261081b6f7", - "values": { - "cosine_distance": { - "value": 0.152842, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.180896, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.101866, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.181094, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.056, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00537, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 21.921, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a87f8c359261081b6f7/output.webp b/records/sd1/paper/1a87f8c359261081b6f7/output.webp deleted file mode 100644 index f507e81e4645ef1f3fa7ef9df12a47b3def2ec15..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a87f8c359261081b6f7/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:cb9799f892d723740cdfcb34db64d387fa51c8fba58e7486f84c4f4d2aadebe9 -size 31982 diff --git a/records/sd1/paper/1a87f8c359261081b6f7/record.json b/records/sd1/paper/1a87f8c359261081b6f7/record.json deleted file mode 100644 index b63a6532dfa25279bb05fe539b2e0b0b7281feb9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a87f8c359261081b6f7/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1a87f8c359261081b6f7", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:12Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.hi", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/ca2681055a54c647968050a0b433f95172b9c26014a0de5a67f7b63aba438b90.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "ca2681055a54c647968050a0b433f95172b9c26014a0de5a67f7b63aba438b90", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a8cfb75ec7aab153d7e/measurements.json b/records/sd1/paper/1a8cfb75ec7aab153d7e/measurements.json deleted file mode 100644 index 8e060dca23fc98847bf549b81cbd9b4ac559c085..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a8cfb75ec7aab153d7e/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1a8cfb75ec7aab153d7e", - "values": { - "cosine_distance": { - "value": 0.156503, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.172268, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.049681, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.065502, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 61.444, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00421, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 22.165, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a8cfb75ec7aab153d7e/output.webp b/records/sd1/paper/1a8cfb75ec7aab153d7e/output.webp deleted file mode 100644 index f62b728beaff41777ff8e96514e8602058865975..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a8cfb75ec7aab153d7e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a81c62c4ad47f9f02d6f7dd9666ece2459516040d2abf2f353fc09dbe26227e4 -size 23514 diff --git a/records/sd1/paper/1a8cfb75ec7aab153d7e/record.json b/records/sd1/paper/1a8cfb75ec7aab153d7e/record.json deleted file mode 100644 index 8ef60ddff16ca494abb5660e322e81212c1abf63..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a8cfb75ec7aab153d7e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1a8cfb75ec7aab153d7e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:46Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.0.in_layers.1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.mid", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/c15e7d7e3bd069ec8c1735a5b91926a3e820ad7f57c97d3f602ca2d56898e9bd.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "c15e7d7e3bd069ec8c1735a5b91926a3e820ad7f57c97d3f602ca2d56898e9bd", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a8dd79586ea148313c5/measurements.json b/records/sd1/paper/1a8dd79586ea148313c5/measurements.json deleted file mode 100644 index f2158bbaa041050a7b717d06a5ac4bb13adaa9d5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a8dd79586ea148313c5/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1a8dd79586ea148313c5", - "values": { - "cosine_distance": { - "value": 0.019045, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.01646, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.013693, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.015779, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.364, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00603, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.464, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a8dd79586ea148313c5/output.webp b/records/sd1/paper/1a8dd79586ea148313c5/output.webp deleted file mode 100644 index 7dfea74188cfea4149380be3c1afdc889fc40801..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a8dd79586ea148313c5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c9dd61e9f3914276211d9160fb25d0bffc64d6295d475e03391d3af45e523a55 -size 27038 diff --git a/records/sd1/paper/1a8dd79586ea148313c5/record.json b/records/sd1/paper/1a8dd79586ea148313c5/record.json deleted file mode 100644 index 05052de8754a3a260c3bbf33978fd3b346ba3084..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a8dd79586ea148313c5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1a8dd79586ea148313c5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:03Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.transformer_blocks.0.attn2.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/10da736620d2ba4ce5c13576e79eacd309c1537ae67d98aeee30a920a5b96bb0.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "10da736620d2ba4ce5c13576e79eacd309c1537ae67d98aeee30a920a5b96bb0", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a919bf063cf8671c1ce/measurements.json b/records/sd1/paper/1a919bf063cf8671c1ce/measurements.json deleted file mode 100644 index 06d2184b97e25c311beefcf25b2a9b62fa2fdb77..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a919bf063cf8671c1ce/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1a919bf063cf8671c1ce", - "values": { - "cosine_distance": { - "value": 0.621988, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.718364, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.837989, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.403896, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.846, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00705, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 57.949, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a919bf063cf8671c1ce/output.webp b/records/sd1/paper/1a919bf063cf8671c1ce/output.webp deleted file mode 100644 index f47db639ed720f8807be89ff1a63f33efedf9409..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a919bf063cf8671c1ce/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f68651a993e1b8a49fb43233be782004dbd23abab684f0f79109e1ff810a5e8d -size 50462 diff --git a/records/sd1/paper/1a919bf063cf8671c1ce/record.json b/records/sd1/paper/1a919bf063cf8671c1ce/record.json deleted file mode 100644 index e39f52396db0fea0cb84bdb966e3099ba0526fe0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a919bf063cf8671c1ce/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1a919bf063cf8671c1ce", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:49Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.ff.net.0.proj", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.lo", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/4b24a67d4a2406b0d9a16e5cf41a9c319047e6435f52656dee3ba06dd050ddeb.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "4b24a67d4a2406b0d9a16e5cf41a9c319047e6435f52656dee3ba06dd050ddeb", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.GEGLU.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a953918e8bdb7e09847/measurements.json b/records/sd1/paper/1a953918e8bdb7e09847/measurements.json deleted file mode 100644 index c111d615256373433392b71e89b66add79f30fb4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a953918e8bdb7e09847/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1a953918e8bdb7e09847", - "values": { - "cosine_distance": { - "value": 0.052173, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.042884, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.017464, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.042828, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.884, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00618, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 8.165, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a953918e8bdb7e09847/output.webp b/records/sd1/paper/1a953918e8bdb7e09847/output.webp deleted file mode 100644 index 2bd4b6100c4a6e334312505a720fbce0afd1147b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a953918e8bdb7e09847/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7dea8baa3d0cfce4309d4478d2539fe9b5e4521c00c669c6a3659f37d7342fde -size 30732 diff --git a/records/sd1/paper/1a953918e8bdb7e09847/record.json b/records/sd1/paper/1a953918e8bdb7e09847/record.json deleted file mode 100644 index 8dd1c2aad8821283e8232b9029952813d99dbdc7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a953918e8bdb7e09847/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1a953918e8bdb7e09847", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:06Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.11.0.emb_layers.0", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/57942960c3668696989d92af15355e9fd776b168dc9daad00d4acff9ab3df906.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "57942960c3668696989d92af15355e9fd776b168dc9daad00d4acff9ab3df906", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a9958028b4f87505f24/measurements.json b/records/sd1/paper/1a9958028b4f87505f24/measurements.json deleted file mode 100644 index 86838a4cf8480c32dc650c9f0624f02819bebdd6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a9958028b4f87505f24/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1a9958028b4f87505f24", - "values": { - "cosine_distance": { - "value": 0.290851, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.346818, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.178853, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.066493, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 54.252, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00555, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 36.798, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a9958028b4f87505f24/output.webp b/records/sd1/paper/1a9958028b4f87505f24/output.webp deleted file mode 100644 index bda7d2de45d1da9255d83cff0755b41d3d25af31..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a9958028b4f87505f24/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5fb4a1612d4f686b5692227b2a0be634d4a144a134fde16de4b5535bd77e275a -size 23610 diff --git a/records/sd1/paper/1a9958028b4f87505f24/record.json b/records/sd1/paper/1a9958028b4f87505f24/record.json deleted file mode 100644 index 5e929be93c47684008f577e6d5507e31c2cc3f95..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a9958028b4f87505f24/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1a9958028b4f87505f24", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:15Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.0.in_layers.1", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.mid", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/9319e2806295eadc5622a5d1f52be904dea7423c43643801c2bbe497fd5dc4c2.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "9319e2806295eadc5622a5d1f52be904dea7423c43643801c2bbe497fd5dc4c2", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a9c36087f69b90da0dc/measurements.json b/records/sd1/paper/1a9c36087f69b90da0dc/measurements.json deleted file mode 100644 index b522918e50a7cb995c77797b74376de43cb59c36..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a9c36087f69b90da0dc/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1a9c36087f69b90da0dc", - "values": { - "cosine_distance": { - "value": 0.017243, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.016018, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.008604, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.027781, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.909, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00617, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.293, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1a9c36087f69b90da0dc/output.webp b/records/sd1/paper/1a9c36087f69b90da0dc/output.webp deleted file mode 100644 index b66c2e2163b97620bf64a70d21a0b6612fe23de9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a9c36087f69b90da0dc/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4e3136ca80619d469265bc9cb3634acf9c9429b103ef7b69e090d63bca47ce5d -size 26054 diff --git a/records/sd1/paper/1a9c36087f69b90da0dc/record.json b/records/sd1/paper/1a9c36087f69b90da0dc/record.json deleted file mode 100644 index affbfd1f2bb86d591cf9199b2d4c0ccd80ddaadd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1a9c36087f69b90da0dc/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1a9c36087f69b90da0dc", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:23Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.proj_out", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.lo", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/5a54da12d2256c51bcb59c28e2c5ae1c46915da2761bacce64feb08c0c988920.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "5a54da12d2256c51bcb59c28e2c5ae1c46915da2761bacce64feb08c0c988920", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1aa98d14499e56ca5d3d/measurements.json b/records/sd1/paper/1aa98d14499e56ca5d3d/measurements.json deleted file mode 100644 index 1c8123644adf96e779c52d4f051644699bbab8e2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1aa98d14499e56ca5d3d/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1aa98d14499e56ca5d3d", - "values": { - "cosine_distance": { - "value": 0.028221, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.026825, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.017479, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.031444, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.493, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00617, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 6.74, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1aa98d14499e56ca5d3d/output.webp b/records/sd1/paper/1aa98d14499e56ca5d3d/output.webp deleted file mode 100644 index c006803bd35274f1d94634cac8376e25b094c0a8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1aa98d14499e56ca5d3d/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3844c85b6ca5f9993e5e3052c4d414b8a9d39a2ffbb9a9499541442926d0541f -size 27402 diff --git a/records/sd1/paper/1aa98d14499e56ca5d3d/record.json b/records/sd1/paper/1aa98d14499e56ca5d3d/record.json deleted file mode 100644 index 5e103a4f281beff6a2f01065d9ac7e74758cc51c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1aa98d14499e56ca5d3d/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1aa98d14499e56ca5d3d", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:23Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.transformer_blocks.0.attn2.to_q", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/c73b5c5ae8c9df8b7dbbff63ea436c0cba5fc7a4c904784fd517da3bb357c77e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "c73b5c5ae8c9df8b7dbbff63ea436c0cba5fc7a4c904784fd517da3bb357c77e", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1aab511d3802a94f753d/measurements.json b/records/sd1/paper/1aab511d3802a94f753d/measurements.json deleted file mode 100644 index 6e8da316963ed5fe53ae8f5a89f07cae954c2359..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1aab511d3802a94f753d/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1aab511d3802a94f753d", - "values": { - "std": { - "value": 30.713, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0024, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 58.196, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.480983, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.465195, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.280743, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1aab511d3802a94f753d/output.webp b/records/sd1/paper/1aab511d3802a94f753d/output.webp deleted file mode 100644 index fe19ec5722d4c7ca9aea450d89fa98d4cf7b6d42..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1aab511d3802a94f753d/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fd4192c25ef050e80c5c20aae13a5286d32044ba4a7156739935068fa399c6bb -size 25822 diff --git a/records/sd1/paper/1aab511d3802a94f753d/record.json b/records/sd1/paper/1aab511d3802a94f753d/record.json deleted file mode 100644 index e66feb762c073034b9d637728aa44e8571029d63..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1aab511d3802a94f753d/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1aab511d3802a94f753d", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:02Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 123, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 0.0 - }, - "group": "out.lo", - "kind": "norm", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero", - "module_type": "LayerNorm", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "c9418495aefcf734c9e1" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_11_2_0.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1abe23e3cdf206c89cdd/measurements.json b/records/sd1/paper/1abe23e3cdf206c89cdd/measurements.json deleted file mode 100644 index 1b7182cdcc8fb8f022c6ef6cc5b6241782fc00b2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1abe23e3cdf206c89cdd/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1abe23e3cdf206c89cdd", - "values": { - "cosine_distance": { - "value": 0.07235, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.069373, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.045241, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.04572, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.021, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00549, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 10.321, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1abe23e3cdf206c89cdd/output.webp b/records/sd1/paper/1abe23e3cdf206c89cdd/output.webp deleted file mode 100644 index c41822813fd84f75802daa7e01d2238e78bf9ba8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1abe23e3cdf206c89cdd/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d6800ead619af59375ad558e1c114ae98681a2b49119c9e21a9f25f5eca540f0 -size 29550 diff --git a/records/sd1/paper/1abe23e3cdf206c89cdd/record.json b/records/sd1/paper/1abe23e3cdf206c89cdd/record.json deleted file mode 100644 index 69d597ec51fa7f2fb8c5ec4088bbe6d807a6cb8c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1abe23e3cdf206c89cdd/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1abe23e3cdf206c89cdd", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:57Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.0.in_layers.2", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/3f2050169bde543470469c126c94acfc672465c81091037f87a543bf1dc161a2.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "3f2050169bde543470469c126c94acfc672465c81091037f87a543bf1dc161a2", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1aca856960c5821fe009/measurements.json b/records/sd1/paper/1aca856960c5821fe009/measurements.json deleted file mode 100644 index 2e93a0fe89c8a60897bd02c7e740067924f94ae7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1aca856960c5821fe009/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1aca856960c5821fe009", - "values": { - "cosine_distance": { - "value": 0.060142, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.04067, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.024919, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.057999, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.35, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00624, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 8.232, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1aca856960c5821fe009/output.webp b/records/sd1/paper/1aca856960c5821fe009/output.webp deleted file mode 100644 index 4d117c1a571faad024ade06ac1233d6354a0551c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1aca856960c5821fe009/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:38f94b8f64580d50df979b197ea917798cf4186a6e24ce026724bfe31842866e -size 26886 diff --git a/records/sd1/paper/1aca856960c5821fe009/record.json b/records/sd1/paper/1aca856960c5821fe009/record.json deleted file mode 100644 index 4a1718342fb93c18b26b6e50a7cdf6a57f460b7d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1aca856960c5821fe009/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1aca856960c5821fe009", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:17Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.0.0.in_layers.2", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/3044eacecf553d4ec51d25d437e1020ea9b004688ac13c8302ae1f3dbb33a98c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "3044eacecf553d4ec51d25d437e1020ea9b004688ac13c8302ae1f3dbb33a98c", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1acfbbaac2c890c8a592/measurements.json b/records/sd1/paper/1acfbbaac2c890c8a592/measurements.json deleted file mode 100644 index 57005fc94e7322fde21a5b5cf5cfe317192f43da..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1acfbbaac2c890c8a592/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1acfbbaac2c890c8a592", - "values": { - "cosine_distance": { - "value": 0.000751, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.001082, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.000867, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.000722, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.376, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00647, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 1.746, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1acfbbaac2c890c8a592/output.webp b/records/sd1/paper/1acfbbaac2c890c8a592/output.webp deleted file mode 100644 index 7f20293f23f47b8ac73964bc5e91346e9eed9966..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1acfbbaac2c890c8a592/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:606e972a0ac8c4be7747c3b3f556b322188d07aac25547774ebf6213ec738937 -size 27934 diff --git a/records/sd1/paper/1acfbbaac2c890c8a592/record.json b/records/sd1/paper/1acfbbaac2c890c8a592/record.json deleted file mode 100644 index 557692b7f4e4d815f13d22df779165d146d41b5a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1acfbbaac2c890c8a592/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1acfbbaac2c890c8a592", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:44Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.10.0.out_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/7a0ed018e4613261d79c21cb566085f909d6d852f219adc10ec0ec3f92a3c95f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7a0ed018e4613261d79c21cb566085f909d6d852f219adc10ec0ec3f92a3c95f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1ae1291692d5d82451b0/measurements.json b/records/sd1/paper/1ae1291692d5d82451b0/measurements.json deleted file mode 100644 index 7e97f03d1787bfa217b9082b9884501e6ca5da74..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ae1291692d5d82451b0/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1ae1291692d5d82451b0", - "values": { - "cosine_distance": { - "value": 0.08092, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.075968, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.061264, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.079716, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.818, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00366, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 11.491, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1ae1291692d5d82451b0/output.webp b/records/sd1/paper/1ae1291692d5d82451b0/output.webp deleted file mode 100644 index 7d59dd084df87c02e7f23c80622b0519ba56ea2b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ae1291692d5d82451b0/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:87321ae8c1c2cdc3805f7efc4824b0541ea5fa74fee89b0ce733fc17eac30b3b -size 26236 diff --git a/records/sd1/paper/1ae1291692d5d82451b0/record.json b/records/sd1/paper/1ae1291692d5d82451b0/record.json deleted file mode 100644 index 297d8fd0da4fddc4eec3b14a4f49401ce1134bce..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ae1291692d5d82451b0/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1ae1291692d5d82451b0", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:28Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.0.out_layers.2", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Dropout", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/296053d7eea6bd2b304faf0233d689dbb5db9ab082f004f655adbb27d09d5022.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "296053d7eea6bd2b304faf0233d689dbb5db9ab082f004f655adbb27d09d5022", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1afc278ff6c16d557fa0/measurements.json b/records/sd1/paper/1afc278ff6c16d557fa0/measurements.json deleted file mode 100644 index dca46615471c47a982fe0f523253da108c0169be..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1afc278ff6c16d557fa0/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1afc278ff6c16d557fa0", - "values": { - "cosine_distance": { - "value": 0.481463, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.505869, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.305905, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.157954, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 83.92, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00484, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 58.826, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1afc278ff6c16d557fa0/output.webp b/records/sd1/paper/1afc278ff6c16d557fa0/output.webp deleted file mode 100644 index 79e4aa836c2bac5702c7275be0883b83da096a98..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1afc278ff6c16d557fa0/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:40089c1ea7ddc3626932601b21a30126842d05638772ea81ba7c08e2e9e212bc -size 22778 diff --git a/records/sd1/paper/1afc278ff6c16d557fa0/record.json b/records/sd1/paper/1afc278ff6c16d557fa0/record.json deleted file mode 100644 index da6b78f22429175f446b8c82fd0c8e41b5efb243..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1afc278ff6c16d557fa0/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1afc278ff6c16d557fa0", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:39Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.1.transformer_blocks.0.ff.net.0.proj", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.lo", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/96af06bc6e6df73fb64554720874d286d79f0178c12284218df89d823ac356df.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "96af06bc6e6df73fb64554720874d286d79f0178c12284218df89d823ac356df", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.GEGLU.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b036e5499df061d01c0/interpretations.jsonl b/records/sd1/paper/1b036e5499df061d01c0/interpretations.jsonl deleted file mode 100644 index 3f6d28030b2f870f7e707683c20e364063935611..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b036e5499df061d01c0/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1b036e5499df061d01c0"}, "kind": "caption", "value": "Short-haired young woman in black top, vintage grey portrait nearly identical to original", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:35:04Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "83629eb558221634"} -{"target": {"record": "1b036e5499df061d01c0"}, "kind": "change", "value": "Almost no visible change, only a tiny shift in the face and framing.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:35:04Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a49ef2a7959b2461"} -{"target": {"record": "1b036e5499df061d01c0"}, "kind": "keywords", "value": ["near identical", "vintage portrait", "minimal change"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:35:04Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "9f6bd6b30587de3f"} -{"target": {"record": "1b036e5499df061d01c0"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:35:04Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c5245c60856810ec"} diff --git a/records/sd1/paper/1b036e5499df061d01c0/measurements.json b/records/sd1/paper/1b036e5499df061d01c0/measurements.json deleted file mode 100644 index da31ffffdebe8891d6731a64e23fec3a9a5c0ef6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b036e5499df061d01c0/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1b036e5499df061d01c0", - "values": { - "cosine_distance": { - "value": 0.057192, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.038595, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.027358, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.072581, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.456, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00555, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 7.515, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b036e5499df061d01c0/output.webp b/records/sd1/paper/1b036e5499df061d01c0/output.webp deleted file mode 100644 index 40685265d63d0c3f9ce0f222f4bb8ec9a3c2512d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b036e5499df061d01c0/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:87fa55cf80bf08f778a7f3a06e488a896d458692e66b2875455d1f183c2884c3 -size 26742 diff --git a/records/sd1/paper/1b036e5499df061d01c0/record.json b/records/sd1/paper/1b036e5499df061d01c0/record.json deleted file mode 100644 index fce2e4eb35c2342fc63b0b86ab28086c7bb1483d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b036e5499df061d01c0/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1b036e5499df061d01c0", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:17Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.transformer_blocks.0.ff.net.0.proj", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.lo", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/7de49628aac51f09fe6b785473fb007bf80767e69b6a97c5a2cd13fca191a47b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7de49628aac51f09fe6b785473fb007bf80767e69b6a97c5a2cd13fca191a47b", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.GEGLU.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b0769658967f5f13d52/measurements.json b/records/sd1/paper/1b0769658967f5f13d52/measurements.json deleted file mode 100644 index e669c76731c79ec8e6747829d5559b3aa470dcb1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b0769658967f5f13d52/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1b0769658967f5f13d52", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": -0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.432, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00645, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b0769658967f5f13d52/output.webp b/records/sd1/paper/1b0769658967f5f13d52/output.webp deleted file mode 100644 index 2bab4746e60ee60542014a5a4795f9685c831c8e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b0769658967f5f13d52/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fa05a54229c507875fe1ebf77c01037b00d5f1218255c44f6ced287cd5115c3b -size 27634 diff --git a/records/sd1/paper/1b0769658967f5f13d52/record.json b/records/sd1/paper/1b0769658967f5f13d52/record.json deleted file mode 100644 index f2fdb4649b6f7b82a0783a5d01b8182936e9df1a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b0769658967f5f13d52/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1b0769658967f5f13d52", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:49:12Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.11.0.h_upd", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/e25e67f03535e2173f971f0cc744e17cb800af7db209b84adf9bd261c4cbb7eb.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e25e67f03535e2173f971f0cc744e17cb800af7db209b84adf9bd261c4cbb7eb", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b0b6f4645211aa46976/measurements.json b/records/sd1/paper/1b0b6f4645211aa46976/measurements.json deleted file mode 100644 index 3cf9b30fab5d493b6e2f8d7d87322f5d91838b4e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b0b6f4645211aa46976/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1b0b6f4645211aa46976", - "values": { - "cosine_distance": { - "value": 0.001571, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.001209, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.001357, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.000774, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.531, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00644, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.483, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b0b6f4645211aa46976/output.webp b/records/sd1/paper/1b0b6f4645211aa46976/output.webp deleted file mode 100644 index 87c3582e9c1b28839b3a99c2b71a363af126b423..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b0b6f4645211aa46976/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:637e457a9a498bd0e3747616ef1e8d00f5eac72e0a2b832e216a697a7bc91526 -size 27762 diff --git a/records/sd1/paper/1b0b6f4645211aa46976/record.json b/records/sd1/paper/1b0b6f4645211aa46976/record.json deleted file mode 100644 index 35e9ec0839946ec44790d741642d58ced7bfb884..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b0b6f4645211aa46976/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1b0b6f4645211aa46976", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:57Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.transformer_blocks.0.attn1.to_q", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/69391c3fca6b3a5580446639128ef80f1fcc92040e7c628f248603cc7e58827c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "69391c3fca6b3a5580446639128ef80f1fcc92040e7c628f248603cc7e58827c", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b17c09e7d37a535a787/interpretations.jsonl b/records/sd1/paper/1b17c09e7d37a535a787/interpretations.jsonl deleted file mode 100644 index ef97b6f8b0e3cf43e9cea0313fa3f7abfe968928..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b17c09e7d37a535a787/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1b17c09e7d37a535a787"}, "kind": "caption", "value": "Young person with short dark hair and black top, slightly lighter washed print", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:59:43Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "8e7cf3d901082c74"} -{"target": {"record": "1b17c09e7d37a535a787"}, "kind": "change", "value": "Almost no visible change apart from a slightly paler, softer tone and small shifts in the face and hair.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:59:43Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "20b2bea71bd302b4"} -{"target": {"record": "1b17c09e7d37a535a787"}, "kind": "keywords", "value": ["portrait", "near identical", "faded print", "short hair"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:59:43Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "24ebcd75e07b863b"} -{"target": {"record": "1b17c09e7d37a535a787"}, "kind": "effect_tags", "value": ["subject_kept", "subtle", "washed_out"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:59:43Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1607e64fd400bca7"} diff --git a/records/sd1/paper/1b17c09e7d37a535a787/measurements.json b/records/sd1/paper/1b17c09e7d37a535a787/measurements.json deleted file mode 100644 index c852190e1a9d828ce8ed28d0d47769adccb705cd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b17c09e7d37a535a787/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1b17c09e7d37a535a787", - "values": { - "cosine_distance": { - "value": 0.019117, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.024322, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.011347, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.006098, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.096, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00624, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 5.294, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b17c09e7d37a535a787/output.webp b/records/sd1/paper/1b17c09e7d37a535a787/output.webp deleted file mode 100644 index 0b8e7920dc9f4448a1b002e63321cdde2a89d9bf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b17c09e7d37a535a787/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1094452be64d7f964872c5ed6152333a7b263700009665889bb1d0d7dec8afb3 -size 25518 diff --git a/records/sd1/paper/1b17c09e7d37a535a787/record.json b/records/sd1/paper/1b17c09e7d37a535a787/record.json deleted file mode 100644 index dd1f6662d9c97975655e54281af1c4a4c28aa753..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b17c09e7d37a535a787/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1b17c09e7d37a535a787", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:44Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.1.transformer_blocks.0.attn1.to_out.1", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.lo", - "kind": "self_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/2825b21b5376104ca9b47edd9c230e41f6d776fb2a08f49b3830c975f543e00b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "2825b21b5376104ca9b47edd9c230e41f6d776fb2a08f49b3830c975f543e00b", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b2294197c4e9c856dd9/measurements.json b/records/sd1/paper/1b2294197c4e9c856dd9/measurements.json deleted file mode 100644 index 8e4ee28cd4e2de5634b695417ede09785f76d5ca..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b2294197c4e9c856dd9/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1b2294197c4e9c856dd9", - "values": { - "cosine_distance": { - "value": 0.013565, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.016584, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.011823, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.012603, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.793, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00629, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.941, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b2294197c4e9c856dd9/output.webp b/records/sd1/paper/1b2294197c4e9c856dd9/output.webp deleted file mode 100644 index 47243b0f8a8c95296645876c8cbe133806214299..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b2294197c4e9c856dd9/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e64ff6ed290d4b0131dce2211cb3896a2973d7c8e2d77feafdc7141ca615e1ce -size 27734 diff --git a/records/sd1/paper/1b2294197c4e9c856dd9/record.json b/records/sd1/paper/1b2294197c4e9c856dd9/record.json deleted file mode 100644 index 5d6c8729a45833e3cb9f870daa76a40bb4f0f8bd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b2294197c4e9c856dd9/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1b2294197c4e9c856dd9", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:37Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.1.transformer_blocks.0.attn2.to_v", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.lo", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/7fadb69651d3b6e4de580998c0495b9bdf003c2a36ce9eb212ff4db26e82fe02.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7fadb69651d3b6e4de580998c0495b9bdf003c2a36ce9eb212ff4db26e82fe02", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b24fbd349f226d57632/interpretations.jsonl b/records/sd1/paper/1b24fbd349f226d57632/interpretations.jsonl deleted file mode 100644 index 294a205d98d24d020d0b68504f78998ad66143c0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b24fbd349f226d57632/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1b24fbd349f226d57632"}, "kind": "caption", "value": "Blue sports convertible in showroom with a second blue car behind it", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:35:43Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "2daae1bb0500a0ef"} -{"target": {"record": "1b24fbd349f226d57632"}, "kind": "change", "value": "Same blue convertible and showroom, but a second blue car appears behind and the background is busier with more framed pictures.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:35:43Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "550d39959620a6be"} -{"target": {"record": "1b24fbd349f226d57632"}, "kind": "keywords", "value": ["blue sports car", "car showroom", "extra car", "minor variation"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:35:43Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "5e86d0851c2cee84"} -{"target": {"record": "1b24fbd349f226d57632"}, "kind": "effect_tags", "value": ["subject_kept", "subtle"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:35:43Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "8414edd8f85d0e16"} diff --git a/records/sd1/paper/1b24fbd349f226d57632/measurements.json b/records/sd1/paper/1b24fbd349f226d57632/measurements.json deleted file mode 100644 index 864ced4807a39eca56b9d3ce30ca33d547bfc529..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b24fbd349f226d57632/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1b24fbd349f226d57632", - "values": { - "std": { - "value": 63.448, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01973, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 40.241, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.271063, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.040474, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.042221, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b24fbd349f226d57632/output.webp b/records/sd1/paper/1b24fbd349f226d57632/output.webp deleted file mode 100644 index be88cb390d81782d8885cd5a2ab8ec7e6110c061..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b24fbd349f226d57632/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:cc158249a3ed75240b8e625a526d2c91c20018334fb22d22b54cfffc3bf1d21d -size 46492 diff --git a/records/sd1/paper/1b24fbd349f226d57632/record.json b/records/sd1/paper/1b24fbd349f226d57632/record.json deleted file mode 100644 index 7fb3166e8bccfc75538323ca16429c9f6f1d1cfd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b24fbd349f226d57632/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1b24fbd349f226d57632", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:20:07Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "A blue sports car in a showroom", - "prompt_key": "a99257c37b388fc1" - }, - "bends": [ - { - "path": "input_blocks.7.1.proj_in", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.lo", - "kind": "proj", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "Conv2d", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "c2aef7ddb4b8f5648b3a" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_7_2_2.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b3f35313ab9523f0bf3/measurements.json b/records/sd1/paper/1b3f35313ab9523f0bf3/measurements.json deleted file mode 100644 index e0ff0c0b4dfedae2b9f2834267fdaeafb1337143..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b3f35313ab9523f0bf3/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1b3f35313ab9523f0bf3", - "values": { - "cosine_distance": { - "value": 0.100619, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.097601, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.05703, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.097838, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 73.163, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00948, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 16.559, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b3f35313ab9523f0bf3/output.webp b/records/sd1/paper/1b3f35313ab9523f0bf3/output.webp deleted file mode 100644 index 3d33961fdf3ebaf6ef54e32cfc45c0212841b9c2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b3f35313ab9523f0bf3/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:003d2583839cf1f706b7ffc1539efa8f97f901f80aaf044181f3ad48273fd284 -size 28742 diff --git a/records/sd1/paper/1b3f35313ab9523f0bf3/record.json b/records/sd1/paper/1b3f35313ab9523f0bf3/record.json deleted file mode 100644 index 2ce0ad61558de47c31d7da5f0411bb76d79032f0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b3f35313ab9523f0bf3/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1b3f35313ab9523f0bf3", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:58Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.0.out_layers.3", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/e7630ab325c9ee933bd6d4a89a1154bf73861e5c1d4d36a2346e1ad0e8cf2b7e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e7630ab325c9ee933bd6d4a89a1154bf73861e5c1d4d36a2346e1ad0e8cf2b7e", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b443c2a5682623fdbbf/measurements.json b/records/sd1/paper/1b443c2a5682623fdbbf/measurements.json deleted file mode 100644 index 9ce14baf78839c7c6ab737db3165dbdda6eec6bf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b443c2a5682623fdbbf/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1b443c2a5682623fdbbf", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": -0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.432, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00645, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b443c2a5682623fdbbf/output.webp b/records/sd1/paper/1b443c2a5682623fdbbf/output.webp deleted file mode 100644 index 2bab4746e60ee60542014a5a4795f9685c831c8e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b443c2a5682623fdbbf/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fa05a54229c507875fe1ebf77c01037b00d5f1218255c44f6ced287cd5115c3b -size 27634 diff --git a/records/sd1/paper/1b443c2a5682623fdbbf/record.json b/records/sd1/paper/1b443c2a5682623fdbbf/record.json deleted file mode 100644 index 0baac1fe9c1a5bed5a2dd4bf1db262a095d19c3c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b443c2a5682623fdbbf/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1b443c2a5682623fdbbf", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:57Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.0.h_upd", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/467d416c3f5ad1002cfa3422743c650af82eb4b54af8ea323e39d0450677641a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "467d416c3f5ad1002cfa3422743c650af82eb4b54af8ea323e39d0450677641a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b5391d13888a5dd5963/measurements.json b/records/sd1/paper/1b5391d13888a5dd5963/measurements.json deleted file mode 100644 index 05fdb13d11161eb0f0a8ecab591e8285b3f50a5e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b5391d13888a5dd5963/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1b5391d13888a5dd5963", - "values": { - "cosine_distance": { - "value": 0.053639, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.058699, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.050741, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.074218, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.823, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00376, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 9.856, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b5391d13888a5dd5963/output.webp b/records/sd1/paper/1b5391d13888a5dd5963/output.webp deleted file mode 100644 index a44d1a61ca3f1cb86da7d7e54a0aa79a3bf78eb3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b5391d13888a5dd5963/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a882be9eed373d6efb85cf65749290f7a064b931053efed8a892577e78ad4433 -size 28574 diff --git a/records/sd1/paper/1b5391d13888a5dd5963/record.json b/records/sd1/paper/1b5391d13888a5dd5963/record.json deleted file mode 100644 index 934653e5d722567899d13f636cc49c3199f2cf5b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b5391d13888a5dd5963/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1b5391d13888a5dd5963", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:36Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.1.transformer_blocks.0.attn2.to_k", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.lo", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/b676067ab46e7981366cae8a90544cb46b84317edfac414bf4c8660e2a80ed4b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b676067ab46e7981366cae8a90544cb46b84317edfac414bf4c8660e2a80ed4b", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b56600cb62f69af8a2b/interpretations.jsonl b/records/sd1/paper/1b56600cb62f69af8a2b/interpretations.jsonl deleted file mode 100644 index ccce8fcfce4e26db632e6171d169b345257d60e3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b56600cb62f69af8a2b/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1b56600cb62f69af8a2b"}, "kind": "caption", "value": "Stylised illustrated portrait of a woman with short hair in purple and pale green tones", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:39:09Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "4bb29ee2131a3ca0"} -{"target": {"record": "1b56600cb62f69af8a2b"}, "kind": "change", "value": "The photograph becomes a smooth digital-painting style illustration with a symmetric frontal face, bare shoulders, and a duotone palette of maroon-purple shadows and pale green highlights.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:39:09Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "3e2bf2501b7976e9"} -{"target": {"record": "1b56600cb62f69af8a2b"}, "kind": "keywords", "value": ["digital painting", "duotone", "illustrated portrait", "purple tones", "symmetrical face"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:39:09Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "fa17de43db6f1212"} -{"target": {"record": "1b56600cb62f69af8a2b"}, "kind": "effect_tags", "value": ["style_change", "painterly", "colour_shift", "high_contrast", "symmetry", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:39:09Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "8f4644467c461e93"} diff --git a/records/sd1/paper/1b56600cb62f69af8a2b/measurements.json b/records/sd1/paper/1b56600cb62f69af8a2b/measurements.json deleted file mode 100644 index 37454eac6253f40e1e641a30b87b4f63294813ec..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b56600cb62f69af8a2b/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1b56600cb62f69af8a2b", - "values": { - "cosine_distance": { - "value": 0.402418, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.454962, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.394089, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.260195, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.5, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00429, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 42.317, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b56600cb62f69af8a2b/output.webp b/records/sd1/paper/1b56600cb62f69af8a2b/output.webp deleted file mode 100644 index b5323dbc0c23c27b7e996a7791f8d4aa41d1a0ae..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b56600cb62f69af8a2b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:955730ac5ad388a8f899df4085d17e89ea235b45146a0b91b3cae8201944ce08 -size 28270 diff --git a/records/sd1/paper/1b56600cb62f69af8a2b/record.json b/records/sd1/paper/1b56600cb62f69af8a2b/record.json deleted file mode 100644 index f591a510d70be2bfc94620918166ee5bb16905fd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b56600cb62f69af8a2b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1b56600cb62f69af8a2b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:04Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.lo", - "kind": "skip", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/04e70977d9ecc44322205ae801791a2850c2b9e7a70ceab42f4c1e74176e4881.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "04e70977d9ecc44322205ae801791a2850c2b9e7a70ceab42f4c1e74176e4881", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b58520b2cfe80a56b4c/measurements.json b/records/sd1/paper/1b58520b2cfe80a56b4c/measurements.json deleted file mode 100644 index adb804e9be0e1891eb1c1480b56a231809a77bc3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b58520b2cfe80a56b4c/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1b58520b2cfe80a56b4c", - "values": { - "cosine_distance": { - "value": 0.305573, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.319909, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.339748, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.316314, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.314, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01082, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 28.878, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b58520b2cfe80a56b4c/output.webp b/records/sd1/paper/1b58520b2cfe80a56b4c/output.webp deleted file mode 100644 index 75199ec1904ad6365e557ba7653e26f24824b1b4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b58520b2cfe80a56b4c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d45589655cf582f8198ff7b64b0e0c91ef410c3989f0f1c19789fffc51cc23c8 -size 42064 diff --git a/records/sd1/paper/1b58520b2cfe80a56b4c/record.json b/records/sd1/paper/1b58520b2cfe80a56b4c/record.json deleted file mode 100644 index 002401ad615ae21a0997e7e3c5a6195c4c4f2318..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b58520b2cfe80a56b4c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1b58520b2cfe80a56b4c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:59Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.1.proj_in", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.mid", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/89d17c468ce8f794f9f6ca15abc2dcd7c55491fcd8b8cc01343ef9ebd7faafd2.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "89d17c468ce8f794f9f6ca15abc2dcd7c55491fcd8b8cc01343ef9ebd7faafd2", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b648b51a3a74bb64a2a/measurements.json b/records/sd1/paper/1b648b51a3a74bb64a2a/measurements.json deleted file mode 100644 index 41070b26c5283db9c1ccf209bdb91a739f2057a0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b648b51a3a74bb64a2a/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1b648b51a3a74bb64a2a", - "values": { - "cosine_distance": { - "value": 0.088116, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.093448, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.029852, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.07552, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.877, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00387, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 11.822, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b648b51a3a74bb64a2a/output.webp b/records/sd1/paper/1b648b51a3a74bb64a2a/output.webp deleted file mode 100644 index 4988b4c3a10df81f0eb9ed89b856f7967ab29b8f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b648b51a3a74bb64a2a/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:83a542a6c526eaca4b88b0ff2d39099995dce1cab0b4b16c8556d51f36ac4bbd -size 25148 diff --git a/records/sd1/paper/1b648b51a3a74bb64a2a/record.json b/records/sd1/paper/1b648b51a3a74bb64a2a/record.json deleted file mode 100644 index 97d012483c461b00ca203a952ec3e702158c87ae..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b648b51a3a74bb64a2a/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1b648b51a3a74bb64a2a", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:17Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.0.out_layers.2", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "Dropout", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/9c5dc1f165fe01aa7203b073d51db0127a31c6065487a06d8848638d3123dd19.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "9c5dc1f165fe01aa7203b073d51db0127a31c6065487a06d8848638d3123dd19", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b6d2621f8b7a7358bc6/measurements.json b/records/sd1/paper/1b6d2621f8b7a7358bc6/measurements.json deleted file mode 100644 index 9faec1ea58e285707bb35507f1ffdd0dcaca3a27..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b6d2621f8b7a7358bc6/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1b6d2621f8b7a7358bc6", - "values": { - "cosine_distance": { - "value": 0.052707, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.064641, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.039065, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.040491, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.127, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00386, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 9.281, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b6d2621f8b7a7358bc6/output.webp b/records/sd1/paper/1b6d2621f8b7a7358bc6/output.webp deleted file mode 100644 index e6ac4aba900187fa5ca5474a1608169c1b08152b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b6d2621f8b7a7358bc6/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b6eb8d3866682496878976b7fe37fbf2a143cd4bf621c334d0baa8ae66a0c774 -size 25250 diff --git a/records/sd1/paper/1b6d2621f8b7a7358bc6/record.json b/records/sd1/paper/1b6d2621f8b7a7358bc6/record.json deleted file mode 100644 index 231e0f13906c8ca0072891afdb2efc6af477b147..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b6d2621f8b7a7358bc6/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1b6d2621f8b7a7358bc6", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:24Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.transformer_blocks.0.attn2.to_out.1", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.lo", - "kind": "cross_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/43ceb10c8f1241a1c414af3fce26396726630d9b5dcaa27fceea9c7f2a105611.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "43ceb10c8f1241a1c414af3fce26396726630d9b5dcaa27fceea9c7f2a105611", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b6d6e2c1292f32fb631/measurements.json b/records/sd1/paper/1b6d6e2c1292f32fb631/measurements.json deleted file mode 100644 index 7a395b66e93a6bedee000732ec1fafb029a87f6a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b6d6e2c1292f32fb631/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1b6d6e2c1292f32fb631", - "values": { - "cosine_distance": { - "value": 0.697932, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.724807, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.883, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.446256, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 76.998, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.02733, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 76.108, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b6d6e2c1292f32fb631/output.webp b/records/sd1/paper/1b6d6e2c1292f32fb631/output.webp deleted file mode 100644 index 38358440a13acb7b6335b012fed6d92339d7df02..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b6d6e2c1292f32fb631/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a7e5b71111c6dd80e5ffd23511595fc970eed7fb9f686dc0f8c23493d7a2a434 -size 84418 diff --git a/records/sd1/paper/1b6d6e2c1292f32fb631/record.json b/records/sd1/paper/1b6d6e2c1292f32fb631/record.json deleted file mode 100644 index 03e280c8834fe2bea513fa9dbf8e8ebaa6566b7b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b6d6e2c1292f32fb631/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1b6d6e2c1292f32fb631", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:41Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.norm", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.lo", - "kind": "norm", - "module_type": "GroupNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/c6f021f9bb0002ba21062a2a548ed6187bcec38f303bfd18cde48e3e92e9be32.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "c6f021f9bb0002ba21062a2a548ed6187bcec38f303bfd18cde48e3e92e9be32", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b701f56e1f07784ce62/measurements.json b/records/sd1/paper/1b701f56e1f07784ce62/measurements.json deleted file mode 100644 index 59846f029be7f6aa1ddcae265b1f7a3b1be1cd2f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b701f56e1f07784ce62/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1b701f56e1f07784ce62", - "values": { - "cosine_distance": { - "value": 0.009915, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.010819, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.014978, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.009468, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.86, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00539, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 4.573, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b701f56e1f07784ce62/output.webp b/records/sd1/paper/1b701f56e1f07784ce62/output.webp deleted file mode 100644 index 15e73353f3ae125b890cd11680954a54d71bf2e4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b701f56e1f07784ce62/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e906f295c986efa46145e2a8efe2ef279c64c22638eb1489347acd893c5dcf20 -size 28256 diff --git a/records/sd1/paper/1b701f56e1f07784ce62/record.json b/records/sd1/paper/1b701f56e1f07784ce62/record.json deleted file mode 100644 index 047f2d8113162c6da28a30c6e36ecf1ecbbac155..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b701f56e1f07784ce62/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1b701f56e1f07784ce62", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:03Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.1.transformer_blocks.0.attn1.to_v", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/bc22aa32008ab190c2956127637d6f139ab15871735ed3a74aaeb2385d40a510.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "bc22aa32008ab190c2956127637d6f139ab15871735ed3a74aaeb2385d40a510", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b7252b86fdd592397a6/measurements.json b/records/sd1/paper/1b7252b86fdd592397a6/measurements.json deleted file mode 100644 index 08490993eb46c8b412eb3be1a2b904f0f0e5e7b9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b7252b86fdd592397a6/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1b7252b86fdd592397a6", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": -0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.432, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00645, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b7252b86fdd592397a6/output.webp b/records/sd1/paper/1b7252b86fdd592397a6/output.webp deleted file mode 100644 index 2bab4746e60ee60542014a5a4795f9685c831c8e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b7252b86fdd592397a6/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fa05a54229c507875fe1ebf77c01037b00d5f1218255c44f6ced287cd5115c3b -size 27634 diff --git a/records/sd1/paper/1b7252b86fdd592397a6/record.json b/records/sd1/paper/1b7252b86fdd592397a6/record.json deleted file mode 100644 index b813178d095803b9bb949e9817258f8783b1672c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b7252b86fdd592397a6/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1b7252b86fdd592397a6", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:57Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.0.h_upd", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/0acaf553d725b183364cc3835900b04b0cc548a2ee2620f99e50b126c0cd7a5a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "0acaf553d725b183364cc3835900b04b0cc548a2ee2620f99e50b126c0cd7a5a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b83e76b015a2e3aa16c/measurements.json b/records/sd1/paper/1b83e76b015a2e3aa16c/measurements.json deleted file mode 100644 index f90d096918a3debed14c62fde6975ff19aed9c27..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b83e76b015a2e3aa16c/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1b83e76b015a2e3aa16c", - "values": { - "cosine_distance": { - "value": 0.139753, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.145453, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.095971, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.070568, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.515, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00375, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 20.365, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b83e76b015a2e3aa16c/output.webp b/records/sd1/paper/1b83e76b015a2e3aa16c/output.webp deleted file mode 100644 index e46b58b6ff7e84f69736793babcadf4eb2dabd3d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b83e76b015a2e3aa16c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5c9559e7eebeff21f270d333e8ea299161a0b2b635bd4388d135678d79f7d680 -size 24492 diff --git a/records/sd1/paper/1b83e76b015a2e3aa16c/record.json b/records/sd1/paper/1b83e76b015a2e3aa16c/record.json deleted file mode 100644 index 0cd6baccf87e63f53d7b5d538930ec118caf9636..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b83e76b015a2e3aa16c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1b83e76b015a2e3aa16c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:42Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.1.transformer_blocks.0.attn2.to_q", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.lo", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/9a641cf5ba80945d57529b0b22354f8b9314e876b1b229a3a25d0225b3fb4b2f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "9a641cf5ba80945d57529b0b22354f8b9314e876b1b229a3a25d0225b3fb4b2f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b865cba16d1b84de32d/measurements.json b/records/sd1/paper/1b865cba16d1b84de32d/measurements.json deleted file mode 100644 index 75b26fd679e98d0b1d7e3e56c13873966f62df76..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b865cba16d1b84de32d/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1b865cba16d1b84de32d", - "values": { - "cosine_distance": { - "value": 0.328436, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.293398, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.34031, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.249225, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.737, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00938, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 28.445, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b865cba16d1b84de32d/output.webp b/records/sd1/paper/1b865cba16d1b84de32d/output.webp deleted file mode 100644 index aeebdf5120b5cc4af55620f2c80841870bf2ae9a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b865cba16d1b84de32d/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:bd62a2369e66245552892d976ebc2b20386ca161d45ae040c7e034fa43ced761 -size 23108 diff --git a/records/sd1/paper/1b865cba16d1b84de32d/record.json b/records/sd1/paper/1b865cba16d1b84de32d/record.json deleted file mode 100644 index ae53908fef0f551b4d79aac2edb53416593f22ce..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b865cba16d1b84de32d/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1b865cba16d1b84de32d", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:22Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.transformer_blocks.0.attn2.to_v", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.lo", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/ba20f0bf684ec947f5b51a667c3f4d91660aaab3dbd99346632a354f9eea959e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "ba20f0bf684ec947f5b51a667c3f4d91660aaab3dbd99346632a354f9eea959e", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b8b294d80945e3fda8e/measurements.json b/records/sd1/paper/1b8b294d80945e3fda8e/measurements.json deleted file mode 100644 index 01914e3f12e7a687ce658cc969b01d79ce2a1650..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b8b294d80945e3fda8e/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1b8b294d80945e3fda8e", - "values": { - "cosine_distance": { - "value": 0.360955, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.401825, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.146024, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.081768, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 72.499, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00517, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 43.138, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b8b294d80945e3fda8e/output.webp b/records/sd1/paper/1b8b294d80945e3fda8e/output.webp deleted file mode 100644 index ea2c2c58c16ca11256d386f9da2a96249fe46bd2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b8b294d80945e3fda8e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:79b6d1851ff34122d464130e3d2f2a04052a8f054788b921be0d201fb15cc3b5 -size 26948 diff --git a/records/sd1/paper/1b8b294d80945e3fda8e/record.json b/records/sd1/paper/1b8b294d80945e3fda8e/record.json deleted file mode 100644 index 49789af74109639834924e243e6565e8d5ebe8c0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b8b294d80945e3fda8e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1b8b294d80945e3fda8e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:50Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.0.in_layers.1", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.mid", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/7bfcc3b071f56bcecab941feb7e7e1e93b7b072a3b93599e46ad6ee3c4304ae5.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7bfcc3b071f56bcecab941feb7e7e1e93b7b072a3b93599e46ad6ee3c4304ae5", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b96013c941bf5249641/measurements.json b/records/sd1/paper/1b96013c941bf5249641/measurements.json deleted file mode 100644 index 96a78bb351d844138838d2b9b5212e6cebe4cbd7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b96013c941bf5249641/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1b96013c941bf5249641", - "values": { - "cosine_distance": { - "value": 0.126105, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.128696, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.088634, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.105157, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.884, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00565, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 15.439, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b96013c941bf5249641/output.webp b/records/sd1/paper/1b96013c941bf5249641/output.webp deleted file mode 100644 index db4e6e0b17a715fc00fd2f101e19b0b07839fd8d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b96013c941bf5249641/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7988c15834ca54d0b3a0eadd431947b7f546b9d347af5ca1cb479adefdd9f1b5 -size 33776 diff --git a/records/sd1/paper/1b96013c941bf5249641/record.json b/records/sd1/paper/1b96013c941bf5249641/record.json deleted file mode 100644 index 1a159167f8a6fd33be59655677dc3ad20bf59fc4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b96013c941bf5249641/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1b96013c941bf5249641", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:43Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.0.out_layers.2", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Dropout", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/53841bed27d17a8215cb06149c2cbb3e013fcb008865c946e6d50ad3d3c5758c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "53841bed27d17a8215cb06149c2cbb3e013fcb008865c946e6d50ad3d3c5758c", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b9be7b36b5758375242/interpretations.jsonl b/records/sd1/paper/1b9be7b36b5758375242/interpretations.jsonl deleted file mode 100644 index ae4166536d013ca6b4ce637deab1812147fdfe9b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b9be7b36b5758375242/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1b9be7b36b5758375242"}, "kind": "caption", "value": "Vintage studio portrait of short-haired young woman, slightly reframed and more serious", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:37Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "5592b95256ee0efc"} -{"target": {"record": "1b9be7b36b5758375242"}, "kind": "change", "value": "Almost no visible change beyond a slight shift in framing and a sterner facial expression.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:37Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "7f08e734d8ac219c"} -{"target": {"record": "1b9be7b36b5758375242"}, "kind": "keywords", "value": ["portrait variation", "minor reframing", "vintage photo", "headshot"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:37Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "4fc671867da21ed3"} -{"target": {"record": "1b9be7b36b5758375242"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:37Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "8b32361e5891a41e"} diff --git a/records/sd1/paper/1b9be7b36b5758375242/measurements.json b/records/sd1/paper/1b9be7b36b5758375242/measurements.json deleted file mode 100644 index 9c4a79d20995cd4a5eee49cbc26f37b1c7d5775a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b9be7b36b5758375242/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1b9be7b36b5758375242", - "values": { - "cosine_distance": { - "value": 0.026437, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.021986, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.018377, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.038292, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.193, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0064, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 5.782, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1b9be7b36b5758375242/output.webp b/records/sd1/paper/1b9be7b36b5758375242/output.webp deleted file mode 100644 index 9a331f075220b4809b1e4dc6c9efb081f1bb45bb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b9be7b36b5758375242/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b70c57eb929024f863dcb59465a8ebd884b1d163faf95d877db2b698f8cddbe7 -size 27980 diff --git a/records/sd1/paper/1b9be7b36b5758375242/record.json b/records/sd1/paper/1b9be7b36b5758375242/record.json deleted file mode 100644 index 819ace23600f2e7b6137b2a475ffc5df0740d3d7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1b9be7b36b5758375242/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1b9be7b36b5758375242", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:54Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.1.transformer_blocks.0.ff.net.2", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.hi", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/05eabd99e6d0032d688c549260bf818c3c8f80d8bc8a9e03cf104499b1aca7e7.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "05eabd99e6d0032d688c549260bf818c3c8f80d8bc8a9e03cf104499b1aca7e7", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1ba7268088908184eecf/measurements.json b/records/sd1/paper/1ba7268088908184eecf/measurements.json deleted file mode 100644 index 2df44214e8c7a886bc29e1a7b9daded7fedb74fb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ba7268088908184eecf/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1ba7268088908184eecf", - "values": { - "cosine_distance": { - "value": 0.001176, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.002014, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.001426, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.001791, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.456, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00644, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.679, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1ba7268088908184eecf/output.webp b/records/sd1/paper/1ba7268088908184eecf/output.webp deleted file mode 100644 index 67a4696805eeca0634409428df8df646a27622cf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ba7268088908184eecf/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:87e0fcf520427b1bc29b8a8c7755b925e88296807b7e68bcd0f92601c6ae591b -size 28104 diff --git a/records/sd1/paper/1ba7268088908184eecf/record.json b/records/sd1/paper/1ba7268088908184eecf/record.json deleted file mode 100644 index 4e72f31c4841ce0ae91c386a4e3c2242925f13cf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ba7268088908184eecf/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1ba7268088908184eecf", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:07Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.0.skip_connection", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.lo", - "kind": "skip", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/364013f89ceaac3959781bd97203186ed8f276a89dbf199113585db6d76a89e3.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "364013f89ceaac3959781bd97203186ed8f276a89dbf199113585db6d76a89e3", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1bad4b7c1233559949c3/measurements.json b/records/sd1/paper/1bad4b7c1233559949c3/measurements.json deleted file mode 100644 index 2b0d9cb1ad7269f28330508594c10c834e0f0cb5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bad4b7c1233559949c3/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1bad4b7c1233559949c3", - "values": { - "cosine_distance": { - "value": 0.031766, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.03096, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.011385, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.03924, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.576, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00636, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 7.095, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1bad4b7c1233559949c3/output.webp b/records/sd1/paper/1bad4b7c1233559949c3/output.webp deleted file mode 100644 index b2ab6fcdcba7057f4025b1cbde0f561d17a17dc3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bad4b7c1233559949c3/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1219b34e6c30cd4ef671b65a4a11fc2d43f81309a53dfd916d6afae4ad7e2019 -size 28452 diff --git a/records/sd1/paper/1bad4b7c1233559949c3/record.json b/records/sd1/paper/1bad4b7c1233559949c3/record.json deleted file mode 100644 index 6113853b53c96d9f10f33bf2bafc7003bfa4b30d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bad4b7c1233559949c3/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1bad4b7c1233559949c3", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:50Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.1.transformer_blocks.0.norm1", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.mid", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/76bf215f767ecf518835ff87a31547db7e80b8f3f4887cf951c60ba1c412f35c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "76bf215f767ecf518835ff87a31547db7e80b8f3f4887cf951c60ba1c412f35c", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1baf0b834e9f7c71219b/measurements.json b/records/sd1/paper/1baf0b834e9f7c71219b/measurements.json deleted file mode 100644 index 47e61e33467bf7299e15f0171aab1cbdc4d520a2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1baf0b834e9f7c71219b/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1baf0b834e9f7c71219b", - "values": { - "cosine_distance": { - "value": 0.088402, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.08149, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.02896, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.069615, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.237, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00642, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 10.614, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1baf0b834e9f7c71219b/output.webp b/records/sd1/paper/1baf0b834e9f7c71219b/output.webp deleted file mode 100644 index 65279006443346f4b9b8448e1ae5a5719c947657..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1baf0b834e9f7c71219b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:67ea3e58c6ba3056d866b66f41136c66557797e3169b4a2cdfbd66e97b7208b9 -size 28062 diff --git a/records/sd1/paper/1baf0b834e9f7c71219b/record.json b/records/sd1/paper/1baf0b834e9f7c71219b/record.json deleted file mode 100644 index 35031fffac8a728d52fcdec68661754ea9060588..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1baf0b834e9f7c71219b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1baf0b834e9f7c71219b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:41Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.0.0.in_layers.0", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/fa932fd71a9f349451e376cad63b2fb250e7ca4700289df653faa1fce555290a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "fa932fd71a9f349451e376cad63b2fb250e7ca4700289df653faa1fce555290a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1bb0e8834834128fd969/measurements.json b/records/sd1/paper/1bb0e8834834128fd969/measurements.json deleted file mode 100644 index e1a4827e43e8ee82ae043b02f174c24a7547a247..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bb0e8834834128fd969/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1bb0e8834834128fd969", - "values": { - "cosine_distance": { - "value": 0.335342, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.340774, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.251169, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.175822, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 50.452, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00493, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 34.881, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1bb0e8834834128fd969/output.webp b/records/sd1/paper/1bb0e8834834128fd969/output.webp deleted file mode 100644 index ae3275706fd777df57a19ce72a93f05d979f4245..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bb0e8834834128fd969/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:26cbc800fd6100732a01c2e669ccabd1ded576bdd4dfd0685c9ec4aefd224631 -size 31442 diff --git a/records/sd1/paper/1bb0e8834834128fd969/record.json b/records/sd1/paper/1bb0e8834834128fd969/record.json deleted file mode 100644 index 1afe488b9072465b523f9e847b1f41508c81a2c4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bb0e8834834128fd969/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1bb0e8834834128fd969", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:06Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.attn2.to_v", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/1e77a1f325699156f0da8127ab37f450bcf524ed7e860dcf17c65d3be13a7d19.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "1e77a1f325699156f0da8127ab37f450bcf524ed7e860dcf17c65d3be13a7d19", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1bba47c7de8ca01d02b5/measurements.json b/records/sd1/paper/1bba47c7de8ca01d02b5/measurements.json deleted file mode 100644 index 9e73b62aba1d848e1e04d8637c2c40a77e3e752b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bba47c7de8ca01d02b5/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1bba47c7de8ca01d02b5", - "values": { - "cosine_distance": { - "value": 0.092214, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.088405, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.085588, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.060397, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.036, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00601, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 12.205, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1bba47c7de8ca01d02b5/output.webp b/records/sd1/paper/1bba47c7de8ca01d02b5/output.webp deleted file mode 100644 index 5d67fbb553c289d59e65070a287e436d3436881a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bba47c7de8ca01d02b5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6644620b0885a86019bdcec4f40573dea35b105fec448efbc0fef4861a975414 -size 23890 diff --git a/records/sd1/paper/1bba47c7de8ca01d02b5/record.json b/records/sd1/paper/1bba47c7de8ca01d02b5/record.json deleted file mode 100644 index 782c49eb15651264f770c5fd262d6edcfd2e56e5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bba47c7de8ca01d02b5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1bba47c7de8ca01d02b5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:13Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.transformer_blocks.0.ff.net.1", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.lo", - "kind": "ff", - "module_type": "Dropout", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/19e3749c207afc5d907a4072cff0909d297fb42e1cd85951f987d0f2c7d9fd76.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "19e3749c207afc5d907a4072cff0909d297fb42e1cd85951f987d0f2c7d9fd76", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1bbd81b1bc11227419a9/measurements.json b/records/sd1/paper/1bbd81b1bc11227419a9/measurements.json deleted file mode 100644 index d632b1c4fe41be830fe3d0ce16961eb588c27f07..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bbd81b1bc11227419a9/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1bbd81b1bc11227419a9", - "values": { - "cosine_distance": { - "value": 0.109429, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.111052, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.054007, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.079351, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.182, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00446, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 15.534, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1bbd81b1bc11227419a9/output.webp b/records/sd1/paper/1bbd81b1bc11227419a9/output.webp deleted file mode 100644 index 60648745664e057b9d3f605ba542a606cb688d46..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bbd81b1bc11227419a9/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:58c1d5cb3261b8fdbf155b6c11ca3b708e2fd3e928002bdc817fc40dc23e66aa -size 32148 diff --git a/records/sd1/paper/1bbd81b1bc11227419a9/record.json b/records/sd1/paper/1bbd81b1bc11227419a9/record.json deleted file mode 100644 index be4e6131e3b22cd2b9baa739f17c7ad6243ad7ab..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bbd81b1bc11227419a9/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1bbd81b1bc11227419a9", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:35Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.2.in_layers.0", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "mid", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/e6c0dd7e40fa116aca26e370f469fb238cdd26130df4a937ae6722774ef1a76c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e6c0dd7e40fa116aca26e370f469fb238cdd26130df4a937ae6722774ef1a76c", - "type_path": "UNetModel.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1bd524766224d98f9209/measurements.json b/records/sd1/paper/1bd524766224d98f9209/measurements.json deleted file mode 100644 index acfbf91c086c50325253338ae5cbf77482116d09..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bd524766224d98f9209/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1bd524766224d98f9209", - "values": { - "cosine_distance": { - "value": 0.417871, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.362521, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.32047, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.2382, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.409, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00358, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 42.099, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1bd524766224d98f9209/output.webp b/records/sd1/paper/1bd524766224d98f9209/output.webp deleted file mode 100644 index f65c0be6853b5d846b8b6c5ca8afaeed27104f26..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bd524766224d98f9209/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fbc5f7f336a1abe29dd8a06b4e81489f96bca7f5143119b39ca6f5bef6062884 -size 30838 diff --git a/records/sd1/paper/1bd524766224d98f9209/record.json b/records/sd1/paper/1bd524766224d98f9209/record.json deleted file mode 100644 index 4344e456f895b926ee7680d0d4d8b228fa13ca83..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bd524766224d98f9209/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1bd524766224d98f9209", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:05Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.1.transformer_blocks.0.attn2.to_q", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/20301eb655eaa0c8d55c8ca8334177e216d3888e5230ea203700b5eb98cbd49a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "20301eb655eaa0c8d55c8ca8334177e216d3888e5230ea203700b5eb98cbd49a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1bd692ccd21b75d20a35/measurements.json b/records/sd1/paper/1bd692ccd21b75d20a35/measurements.json deleted file mode 100644 index 2f739dbe7ce897e41c9a97ae68d94325cd9f4633..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bd692ccd21b75d20a35/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1bd692ccd21b75d20a35", - "values": { - "cosine_distance": { - "value": 0.12246, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.143498, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.204819, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.109641, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.574, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00458, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 14.586, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1bd692ccd21b75d20a35/output.webp b/records/sd1/paper/1bd692ccd21b75d20a35/output.webp deleted file mode 100644 index 7a46bf684fe070c64a4fdbd631ead4f481cfbe6c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bd692ccd21b75d20a35/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4c6d345e315c3c6bd2f39bd00c3dd3c01d8c16533e75615e61d1e144289fd370 -size 32272 diff --git a/records/sd1/paper/1bd692ccd21b75d20a35/record.json b/records/sd1/paper/1bd692ccd21b75d20a35/record.json deleted file mode 100644 index b99ebf57a1af21a272a95f6904e6fcfde2b21941..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bd692ccd21b75d20a35/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1bd692ccd21b75d20a35", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:49Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.1.transformer_blocks.0.norm3", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.hi", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/70d9c0d87f09d6ea478fb19e11d837a5b38f9f1d96402529fe23fd87961b8c01.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "70d9c0d87f09d6ea478fb19e11d837a5b38f9f1d96402529fe23fd87961b8c01", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1bd7893eb512dbe8140b/measurements.json b/records/sd1/paper/1bd7893eb512dbe8140b/measurements.json deleted file mode 100644 index 7260d9f690f140356ae2cc6fc274bf863e4f280b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bd7893eb512dbe8140b/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1bd7893eb512dbe8140b", - "values": { - "cosine_distance": { - "value": 0.07187, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.094724, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.024155, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.028824, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.929, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0068, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 10.032, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1bd7893eb512dbe8140b/output.webp b/records/sd1/paper/1bd7893eb512dbe8140b/output.webp deleted file mode 100644 index 2f78a7a521a642c423072605b21c31d8ca2df8aa..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bd7893eb512dbe8140b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:75cbbed87ed879cbee2ff7194d72bf479f40f7b0e4c8a6a321ad7da89ae72beb -size 28480 diff --git a/records/sd1/paper/1bd7893eb512dbe8140b/record.json b/records/sd1/paper/1bd7893eb512dbe8140b/record.json deleted file mode 100644 index dd4c2ec6aa7fe730b0b914a5cd21474937368bf8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bd7893eb512dbe8140b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1bd7893eb512dbe8140b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:07Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.1.transformer_blocks.0.attn2.to_k", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.lo", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/eabf5e6b4853d691772d77447e211be018b0a6b709088630785efe4684ae2960.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "eabf5e6b4853d691772d77447e211be018b0a6b709088630785efe4684ae2960", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1bf3eedb30238060767c/measurements.json b/records/sd1/paper/1bf3eedb30238060767c/measurements.json deleted file mode 100644 index 018e804cda608ec81aa0d8e932cef6a37f15045c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bf3eedb30238060767c/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1bf3eedb30238060767c", - "values": { - "cosine_distance": { - "value": 0.13318, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.138434, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.073949, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.104344, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.48, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00624, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 18.67, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1bf3eedb30238060767c/output.webp b/records/sd1/paper/1bf3eedb30238060767c/output.webp deleted file mode 100644 index f6a958dcd9c4bf5b81f56375418bf9d584b2de6e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bf3eedb30238060767c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3e1520c355ee9c27c8010872cd4a4135133ff5774d3e5f330cfcd5d07afc7dab -size 31512 diff --git a/records/sd1/paper/1bf3eedb30238060767c/record.json b/records/sd1/paper/1bf3eedb30238060767c/record.json deleted file mode 100644 index 333c76afe26757dd461e339b45743ed701728fc9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bf3eedb30238060767c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1bf3eedb30238060767c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:20Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.transformer_blocks.0.attn2.to_q", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.lo", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/84dc7e3c1ac37634c3e1add2e646f89371727d2a3ad8c81101e730f3b3e643d4.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "84dc7e3c1ac37634c3e1add2e646f89371727d2a3ad8c81101e730f3b3e643d4", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1bfe4a4b4b89bd393f0c/measurements.json b/records/sd1/paper/1bfe4a4b4b89bd393f0c/measurements.json deleted file mode 100644 index b5200c96423ef5a73368eb5f7dc9a31acc1013ea..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bfe4a4b4b89bd393f0c/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1bfe4a4b4b89bd393f0c", - "values": { - "cosine_distance": { - "value": 0.025584, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.03147, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.02277, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.020712, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.86, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00413, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 6.643, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1bfe4a4b4b89bd393f0c/output.webp b/records/sd1/paper/1bfe4a4b4b89bd393f0c/output.webp deleted file mode 100644 index a40d56b5c4b6b77e10acad5a5374ce315dd7c05b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bfe4a4b4b89bd393f0c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c57758af0e22ab55c2ff70b38c61354e46b8085be8aec7b160793a9914a94e49 -size 27988 diff --git a/records/sd1/paper/1bfe4a4b4b89bd393f0c/record.json b/records/sd1/paper/1bfe4a4b4b89bd393f0c/record.json deleted file mode 100644 index 813d9695bd924cd1901621828087f9a378d15626..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1bfe4a4b4b89bd393f0c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1bfe4a4b4b89bd393f0c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:07Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.1.proj_in", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.hi", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/bade61017f590707e576b34ee96dcbbc2e959f8ede79c57bd1ecf6703f1dfeb8.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "bade61017f590707e576b34ee96dcbbc2e959f8ede79c57bd1ecf6703f1dfeb8", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c05d882059f42f688b8/measurements.json b/records/sd1/paper/1c05d882059f42f688b8/measurements.json deleted file mode 100644 index a84048cc4d8a1e1cc6171e486dba5ace32c04045..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c05d882059f42f688b8/measurements.json +++ /dev/null @@ -1,39 +0,0 @@ -{ - "record": "1c05d882059f42f688b8", - "values": { - "std": { - "value": 93.745, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00569, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 25.496, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.19934, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.256523, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.221531, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c05d882059f42f688b8/output.webp b/records/sd1/paper/1c05d882059f42f688b8/output.webp deleted file mode 100644 index 940ac727ee2e6f73ce979026ba3bd3c93c222a08..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c05d882059f42f688b8/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:367def0ef3b0a251728a817e0227f3b2ca94a68e91a52ad5b74d2c917698826f -size 23202 diff --git a/records/sd1/paper/1c05d882059f42f688b8/record.json b/records/sd1/paper/1c05d882059f42f688b8/record.json deleted file mode 100644 index 50abd698076d3b8517df1e5605d88f5570774c2e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c05d882059f42f688b8/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1c05d882059f42f688b8", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:41Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 786, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.mid", - "kind": "norm", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "LayerNorm", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "bf0726ee79d520e2e457" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_13_5_3.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c104bb690fd4e60a0e3/measurements.json b/records/sd1/paper/1c104bb690fd4e60a0e3/measurements.json deleted file mode 100644 index 66b6df9b5f5a1ae2dee1c51ca83a0de7d68fa8a0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c104bb690fd4e60a0e3/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1c104bb690fd4e60a0e3", - "values": { - "std": { - "value": 60.827, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01492, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 120.812, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.762646, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.974523, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.286332, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c104bb690fd4e60a0e3/output.webp b/records/sd1/paper/1c104bb690fd4e60a0e3/output.webp deleted file mode 100644 index df116990adde1b24a6004b474fcc901041b2470f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c104bb690fd4e60a0e3/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:23088d8e82c86cdfcdfc3b4a9442a76f2d1bfc14ec3dda0228abf3b8d1b2947b -size 62666 diff --git a/records/sd1/paper/1c104bb690fd4e60a0e3/record.json b/records/sd1/paper/1c104bb690fd4e60a0e3/record.json deleted file mode 100644 index 20039ac78cfcf80347a6351be44fb3a65a305c4e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c104bb690fd4e60a0e3/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1c104bb690fd4e60a0e3", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:20:38Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Abstract geometric shapes, vibrant colors", - "prompt_key": "99ab7d3611efdf35" - }, - "bends": [ - { - "path": "input_blocks.3.0.op", - "op": "multiply", - "args": { - "scalar": 0.0 - }, - "group": "in.hi", - "kind": "downsample", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero", - "module_type": "Conv2d", - "container": "Downsample" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "226af1fc6b6fc62a7735" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_4_4_0.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c17588b36194c6cf48d/measurements.json b/records/sd1/paper/1c17588b36194c6cf48d/measurements.json deleted file mode 100644 index a8b7f323f326f72e29d06c2685e4b7fb70c0bf27..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c17588b36194c6cf48d/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1c17588b36194c6cf48d", - "values": { - "cosine_distance": { - "value": 0.001783, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.00186, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.001737, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.002281, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.799, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00654, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.084, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c17588b36194c6cf48d/output.webp b/records/sd1/paper/1c17588b36194c6cf48d/output.webp deleted file mode 100644 index 68fc1cd4e8b70aca376c94de5b458deace4f5c61..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c17588b36194c6cf48d/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:47284d139d6f7b8463caf4b0134fff799deb3d8ce9e1cb694007e80dbbbfcc4a -size 27938 diff --git a/records/sd1/paper/1c17588b36194c6cf48d/record.json b/records/sd1/paper/1c17588b36194c6cf48d/record.json deleted file mode 100644 index 337164aa4f083049ccc8121c14b1fd48d3936386..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c17588b36194c6cf48d/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1c17588b36194c6cf48d", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:17Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.1.transformer_blocks.0.ff.net.2", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.hi", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/88f4240e2b492a007bb9e8e7b8ebd01c5f007575a1ec8d0ce2090b02d0c4f0a0.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "88f4240e2b492a007bb9e8e7b8ebd01c5f007575a1ec8d0ce2090b02d0c4f0a0", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c1c23b3174fca48f9dc/measurements.json b/records/sd1/paper/1c1c23b3174fca48f9dc/measurements.json deleted file mode 100644 index e3bc06135cc6ef340ae28d7729a6b8a8977b760c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c1c23b3174fca48f9dc/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1c1c23b3174fca48f9dc", - "values": { - "std": { - "value": 38.922, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01378, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 77.13, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.612977, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.463324, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.122192, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c1c23b3174fca48f9dc/output.webp b/records/sd1/paper/1c1c23b3174fca48f9dc/output.webp deleted file mode 100644 index 471a4907e667456bb69a325e261c44c23db052cc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c1c23b3174fca48f9dc/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4ba3fe89ff1d58479d8640f76bd711e208dc3fe776525c7e179fd6d3d502948a -size 36652 diff --git a/records/sd1/paper/1c1c23b3174fca48f9dc/record.json b/records/sd1/paper/1c1c23b3174fca48f9dc/record.json deleted file mode 100644 index 0fee10ec917a408b979873f84f7b9878321c85d1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c1c23b3174fca48f9dc/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1c1c23b3174fca48f9dc", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:20:46Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Abstract geometric shapes, vibrant colors", - "prompt_key": "99ab7d3611efdf35" - }, - "bends": [ - { - "path": "output_blocks.4.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 0.0 - }, - "group": "out.lo", - "kind": "norm", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero", - "module_type": "LayerNorm", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "226af1fc6b6fc62a7735" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_11_4_0.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c38a864ea7b7b1730e3/measurements.json b/records/sd1/paper/1c38a864ea7b7b1730e3/measurements.json deleted file mode 100644 index f309f7e7629e6bcb38e655486bdea8dc01d77a58..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c38a864ea7b7b1730e3/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1c38a864ea7b7b1730e3", - "values": { - "cosine_distance": { - "value": 9.1e-05, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.00018, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.000305, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.00033, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.503, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00642, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.288, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c38a864ea7b7b1730e3/output.webp b/records/sd1/paper/1c38a864ea7b7b1730e3/output.webp deleted file mode 100644 index 4757b1c2d679e4a20d03d21147205c8d91dee3af..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c38a864ea7b7b1730e3/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a0f2198e2f3059433af53907e1d52c20c82870fc3a600dc64e576329e2bd1b0c -size 27156 diff --git a/records/sd1/paper/1c38a864ea7b7b1730e3/record.json b/records/sd1/paper/1c38a864ea7b7b1730e3/record.json deleted file mode 100644 index 3bb5aff3d8602a0c4ccf73815dd0a99e7757f342..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c38a864ea7b7b1730e3/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1c38a864ea7b7b1730e3", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:11Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.1.transformer_blocks.0.attn2.to_k", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/ac0268a4afd203262c3a888f4de977deef87ae8052a74794dfae2621e610a953.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "ac0268a4afd203262c3a888f4de977deef87ae8052a74794dfae2621e610a953", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c4324c47e7e204daab5/measurements.json b/records/sd1/paper/1c4324c47e7e204daab5/measurements.json deleted file mode 100644 index edc3285539168d9466480ccdd321a5060ba3cfd6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c4324c47e7e204daab5/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1c4324c47e7e204daab5", - "values": { - "cosine_distance": { - "value": 0.101974, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.126529, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.087577, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.048796, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.929, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00404, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 14.662, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c4324c47e7e204daab5/output.webp b/records/sd1/paper/1c4324c47e7e204daab5/output.webp deleted file mode 100644 index e37cde03f111cb26b789389f9b459511ec761ba6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c4324c47e7e204daab5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9a77217fda683558b14b382f6f7b19c3fea358d6116512fef409c409fdde1f07 -size 26126 diff --git a/records/sd1/paper/1c4324c47e7e204daab5/record.json b/records/sd1/paper/1c4324c47e7e204daab5/record.json deleted file mode 100644 index 45722074519395e173edf3cb4d9572070c9cba9d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c4324c47e7e204daab5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1c4324c47e7e204daab5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:36Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.0.out_layers.1", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/da09788e0d1c6bace76870aef30fe5d355add084ac6bcf8a9423f40220ea7d7b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "da09788e0d1c6bace76870aef30fe5d355add084ac6bcf8a9423f40220ea7d7b", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c4dddc0959b9b14910c/measurements.json b/records/sd1/paper/1c4dddc0959b9b14910c/measurements.json deleted file mode 100644 index 3b8e3aa1ddf45a9706d721cab75cd2961d977746..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c4dddc0959b9b14910c/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1c4dddc0959b9b14910c", - "values": { - "std": { - "value": 61.629, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01291, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 63.852, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.540787, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.636418, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.315309, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c4dddc0959b9b14910c/output.webp b/records/sd1/paper/1c4dddc0959b9b14910c/output.webp deleted file mode 100644 index d56ae86c9abd852a984c8ded9456b4c9ad7db52b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c4dddc0959b9b14910c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:ef21bbee3dd69e394156555b837b45e07e09311bfe452cd295ceec28c915ec0e -size 30940 diff --git a/records/sd1/paper/1c4dddc0959b9b14910c/record.json b/records/sd1/paper/1c4dddc0959b9b14910c/record.json deleted file mode 100644 index 545cc95d015f05d39ecf535fd082c5dcd2058b47..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c4dddc0959b9b14910c/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1c4dddc0959b9b14910c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:20:10Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "A blue sports car in a showroom", - "prompt_key": "a99257c37b388fc1" - }, - "bends": [ - { - "path": "output_blocks.3.1.norm", - "op": "multiply", - "args": { - "scalar": 0.0 - }, - "group": "out.lo", - "kind": "norm", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero", - "module_type": "GroupNorm", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "c2aef7ddb4b8f5648b3a" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_10_2_0.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c5085fb2622aa086087/interpretations.jsonl b/records/sd1/paper/1c5085fb2622aa086087/interpretations.jsonl deleted file mode 100644 index 12951b7cdb65602e4e8da768e61a1acc362a8ca3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c5085fb2622aa086087/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1c5085fb2622aa086087"}, "kind": "caption", "value": "Young woman with dark bob in black shirt, grey vintage portrait, slightly sharper face.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:47:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "16557c689b9c1bf7"} -{"target": {"record": "1c5085fb2622aa086087"}, "kind": "change", "value": "Almost no visible change: the face is slightly sharper and the hair a bit longer, and the palette is unchanged.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:47:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "d3cdd251e34747a2"} -{"target": {"record": "1c5085fb2622aa086087"}, "kind": "keywords", "value": ["near identical", "minimal change", "portrait"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:47:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "316ec5152e4add96"} -{"target": {"record": "1c5085fb2622aa086087"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:47:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a7b4c6f90288384c"} diff --git a/records/sd1/paper/1c5085fb2622aa086087/measurements.json b/records/sd1/paper/1c5085fb2622aa086087/measurements.json deleted file mode 100644 index bf26466716d04841852827ced8c04533e0a560f9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c5085fb2622aa086087/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1c5085fb2622aa086087", - "values": { - "cosine_distance": { - "value": 0.042727, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.033765, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.016685, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.054511, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.936, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00591, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 7.414, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c5085fb2622aa086087/output.webp b/records/sd1/paper/1c5085fb2622aa086087/output.webp deleted file mode 100644 index 4644e9f4d421362de0c55f8f6fc8113aa8074497..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c5085fb2622aa086087/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:558d1c0def5c5f15ae61825261d905eddeac141f31aa554c561a6844046fb7af -size 26616 diff --git a/records/sd1/paper/1c5085fb2622aa086087/record.json b/records/sd1/paper/1c5085fb2622aa086087/record.json deleted file mode 100644 index 0ec6aa75330edda133a461f39e24408c215f1a8f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c5085fb2622aa086087/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1c5085fb2622aa086087", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:10Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.2.in_layers.2", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "mid", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/e2533d8a14c0f107d30b3c4907cb32903a98d647118bda56c065be2fd04eff66.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e2533d8a14c0f107d30b3c4907cb32903a98d647118bda56c065be2fd04eff66", - "type_path": "UNetModel.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c5411b7d3e658e8e599/interpretations.jsonl b/records/sd1/paper/1c5411b7d3e658e8e599/interpretations.jsonl deleted file mode 100644 index 59bd84c930131190ef6abcfb9894bd0f48443c1c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c5411b7d3e658e8e599/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1c5411b7d3e658e8e599"}, "kind": "caption", "value": "Young man with shoulder-length hair in black turtleneck, front-facing, grey-green backdrop", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:35:23Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "55df0f74ad4c8385"} -{"target": {"record": "1c5411b7d3e658e8e599"}, "kind": "change", "value": "The woman becomes a young man with longer hair and a turtleneck, facing the camera directly, in the same muted palette.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:35:23Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "233e68620266e638"} -{"target": {"record": "1c5411b7d3e658e8e599"}, "kind": "keywords", "value": ["gender swap", "young man portrait", "turtleneck", "frontal pose"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:35:23Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "9254dbc42cdf3694"} -{"target": {"record": "1c5411b7d3e658e8e599"}, "kind": "effect_tags", "value": ["subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:35:23Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0f9589a662aa905f"} diff --git a/records/sd1/paper/1c5411b7d3e658e8e599/measurements.json b/records/sd1/paper/1c5411b7d3e658e8e599/measurements.json deleted file mode 100644 index 799f90c51e94f1fc4fc5217db733ed78ad6de37a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c5411b7d3e658e8e599/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1c5411b7d3e658e8e599", - "values": { - "cosine_distance": { - "value": 0.295913, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.302903, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.258017, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.171074, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 71.708, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00612, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 33.383, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c5411b7d3e658e8e599/output.webp b/records/sd1/paper/1c5411b7d3e658e8e599/output.webp deleted file mode 100644 index 217babd481c110c16d7a6da5ca0309baa4b5a38d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c5411b7d3e658e8e599/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b3e5635be608d54fe19f6bdc59d41eba757313e64249f9ee18600d1361b8149c -size 40320 diff --git a/records/sd1/paper/1c5411b7d3e658e8e599/record.json b/records/sd1/paper/1c5411b7d3e658e8e599/record.json deleted file mode 100644 index 153cae18e829f822e15fad49549167ee9afe6f8d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c5411b7d3e658e8e599/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1c5411b7d3e658e8e599", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:33Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.1.norm", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.lo", - "kind": "norm", - "module_type": "GroupNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/3f52a00c2465af5106361f40798c0b9cf68a5cb3b388688be4037ed38e4c0437.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "3f52a00c2465af5106361f40798c0b9cf68a5cb3b388688be4037ed38e4c0437", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c57e97c04043973f12a/measurements.json b/records/sd1/paper/1c57e97c04043973f12a/measurements.json deleted file mode 100644 index 462b374b138e0b6322fac1d031160d74fbeabd32..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c57e97c04043973f12a/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1c57e97c04043973f12a", - "values": { - "cosine_distance": { - "value": 0.251011, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.283155, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.101593, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.122518, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 61.195, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00579, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 34.985, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c57e97c04043973f12a/output.webp b/records/sd1/paper/1c57e97c04043973f12a/output.webp deleted file mode 100644 index 98fcf383e57147d89d571d7816f8b36208d03ab4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c57e97c04043973f12a/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:de1e6fe079a83a19b02ff4388df162fd5c4a509190b0c5fe6997419566715aef -size 31502 diff --git a/records/sd1/paper/1c57e97c04043973f12a/record.json b/records/sd1/paper/1c57e97c04043973f12a/record.json deleted file mode 100644 index 952ebfda642a3aa09ae74da33853620318a67aa2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c57e97c04043973f12a/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1c57e97c04043973f12a", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:33:59Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.1.proj_in", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.hi", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/7d23246b6782ef14dd7729de52fd18248eec6227e749b809f2aa0e86988b837b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7d23246b6782ef14dd7729de52fd18248eec6227e749b809f2aa0e86988b837b", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c5d1afed7ec7eb51fcb/measurements.json b/records/sd1/paper/1c5d1afed7ec7eb51fcb/measurements.json deleted file mode 100644 index e62435a7485134e349afd2720961849e19de4689..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c5d1afed7ec7eb51fcb/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1c5d1afed7ec7eb51fcb", - "values": { - "std": { - "value": 36.866, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00912, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 61.559, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.889016, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.997756, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.550566, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c5d1afed7ec7eb51fcb/output.webp b/records/sd1/paper/1c5d1afed7ec7eb51fcb/output.webp deleted file mode 100644 index 98a0f90127f0f79cfb3f43f891afb3d3d71cba36..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c5d1afed7ec7eb51fcb/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:147e1de751207f72231754d0f600164c57a7ae99ffc1f93cd247d7aaadb9d5e7 -size 29900 diff --git a/records/sd1/paper/1c5d1afed7ec7eb51fcb/record.json b/records/sd1/paper/1c5d1afed7ec7eb51fcb/record.json deleted file mode 100644 index d9a9b2ccec3562568da705daf80cb2ffb4d70f91..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c5d1afed7ec7eb51fcb/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1c5d1afed7ec7eb51fcb", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:04:24Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "A blue sports car in a showroom", - "prompt_key": "a99257c37b388fc1" - }, - "bends": [ - { - "path": "input_blocks.3.0.op", - "op": "multiply", - "args": { - "scalar": 0.0 - }, - "group": "in.hi", - "kind": "downsample", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero", - "module_type": "Conv2d", - "container": "Downsample" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "c2aef7ddb4b8f5648b3a" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_4_2_0.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c732fa49c36340c9dda/measurements.json b/records/sd1/paper/1c732fa49c36340c9dda/measurements.json deleted file mode 100644 index 35117dc24120811892b0875d0550827d6faebf97..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c732fa49c36340c9dda/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1c732fa49c36340c9dda", - "values": { - "std": { - "value": 44.677, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0081, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 65.096, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.516688, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.261539, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.062011, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c732fa49c36340c9dda/output.webp b/records/sd1/paper/1c732fa49c36340c9dda/output.webp deleted file mode 100644 index 58e8c553332c6723da61cdc415f61cbb9d8ff115..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c732fa49c36340c9dda/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6711134057418fa44a93a6cf07a83d49f38b49c0e6adfacc72ab666ddd70bbd6 -size 29136 diff --git a/records/sd1/paper/1c732fa49c36340c9dda/record.json b/records/sd1/paper/1c732fa49c36340c9dda/record.json deleted file mode 100644 index 93163e98effc2e9cf15111c96d91d473853b2d93..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c732fa49c36340c9dda/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1c732fa49c36340c9dda", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:20:43Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Abstract geometric shapes, vibrant colors", - "prompt_key": "99ab7d3611efdf35" - }, - "bends": [ - { - "path": "input_blocks.7.1.proj_in", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.lo", - "kind": "proj", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "Conv2d", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "226af1fc6b6fc62a7735" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_7_4_2.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c77b554139a0005d805/measurements.json b/records/sd1/paper/1c77b554139a0005d805/measurements.json deleted file mode 100644 index 3dd6d167a54aa324b298102bb83e2816f98e3517..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c77b554139a0005d805/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1c77b554139a0005d805", - "values": { - "cosine_distance": { - "value": 0.337201, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.464691, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.407647, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.253877, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 69.32, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01887, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 30.154, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c77b554139a0005d805/output.webp b/records/sd1/paper/1c77b554139a0005d805/output.webp deleted file mode 100644 index 9bb4d72eef171540217bb28ffd6e6d6ae9307e05..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c77b554139a0005d805/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fa09c86e74cba3476dd5f9b6aaaceffa20cf5f057d259301565167b086828147 -size 43888 diff --git a/records/sd1/paper/1c77b554139a0005d805/record.json b/records/sd1/paper/1c77b554139a0005d805/record.json deleted file mode 100644 index e3f602c9ad529dcee5738a912f72c00fe6e6dd76..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c77b554139a0005d805/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1c77b554139a0005d805", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:24Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.1.transformer_blocks.0.attn2.to_out.1", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.hi", - "kind": "cross_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/7a7bda3e1a92f22b6527cf6129925649ef5e30d735423a070dbd9661b41edf3f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7a7bda3e1a92f22b6527cf6129925649ef5e30d735423a070dbd9661b41edf3f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c7f8739bfa94f88b2b6/measurements.json b/records/sd1/paper/1c7f8739bfa94f88b2b6/measurements.json deleted file mode 100644 index 73b5661a9c1fa6fa067d08a032b18600f3a0e299..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c7f8739bfa94f88b2b6/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1c7f8739bfa94f88b2b6", - "values": { - "cosine_distance": { - "value": 0.789376, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.843725, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.914824, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.546997, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 94.751, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0249, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 93.861, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c7f8739bfa94f88b2b6/output.webp b/records/sd1/paper/1c7f8739bfa94f88b2b6/output.webp deleted file mode 100644 index 917d0c88b8f170c8531cd67e63efc45287b69f85..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c7f8739bfa94f88b2b6/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:71e9e3618bcba9065f926e86adb129c5a3acc6b53024d40673cb22bc60d27cd0 -size 98802 diff --git a/records/sd1/paper/1c7f8739bfa94f88b2b6/record.json b/records/sd1/paper/1c7f8739bfa94f88b2b6/record.json deleted file mode 100644 index 5b4e1dd7c6b3d50d0c407aa579979911f44db50d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c7f8739bfa94f88b2b6/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1c7f8739bfa94f88b2b6", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:49:16Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.11.0.out_layers.0", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/395784804b99372e699fcb64478d2ed7dae5f7db03fd0e72727cf32da90ecf55.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "395784804b99372e699fcb64478d2ed7dae5f7db03fd0e72727cf32da90ecf55", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c84af0cfb5a8c1531c0/measurements.json b/records/sd1/paper/1c84af0cfb5a8c1531c0/measurements.json deleted file mode 100644 index 6a90962cf825151ea1298702aa6f97a6275e367f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c84af0cfb5a8c1531c0/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1c84af0cfb5a8c1531c0", - "values": { - "std": { - "value": 35.417, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00647, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 36.029, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.79798, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.825881, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.319788, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c84af0cfb5a8c1531c0/output.webp b/records/sd1/paper/1c84af0cfb5a8c1531c0/output.webp deleted file mode 100644 index 084f6caf429301ea8462c02ad7ae1f5a24b4d182..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c84af0cfb5a8c1531c0/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:75ce0d8b08564b8e5228ef731859e910a7513d28338af9e1bd6b08119657831a -size 39738 diff --git a/records/sd1/paper/1c84af0cfb5a8c1531c0/record.json b/records/sd1/paper/1c84af0cfb5a8c1531c0/record.json deleted file mode 100644 index 185019759355f912542522bba4d4393beb39ff96..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c84af0cfb5a8c1531c0/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1c84af0cfb5a8c1531c0", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:20:17Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Mountain landscape at sunset", - "prompt_key": "e8d235cd25ffb3ab" - }, - "bends": [ - { - "path": "input_blocks.1.0.in_layers.0", - "op": "multiply", - "args": { - "scalar": 0.0 - }, - "group": "in.hi", - "kind": "res_branch", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero", - "module_type": "GroupNorm", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "185264b87bbdcfccebc3" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_1_3_0.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c8b4223b0cbc8f7e62e/measurements.json b/records/sd1/paper/1c8b4223b0cbc8f7e62e/measurements.json deleted file mode 100644 index 6aaab545afdc94c49c8640d2f1c34a3ba398c9a2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c8b4223b0cbc8f7e62e/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1c8b4223b0cbc8f7e62e", - "values": { - "std": { - "value": 93.448, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.03072, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 91.167, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.747153, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.81361, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.586834, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1c8b4223b0cbc8f7e62e/output.webp b/records/sd1/paper/1c8b4223b0cbc8f7e62e/output.webp deleted file mode 100644 index 989ac3c5216ae33886d979009afab79fc138b69a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c8b4223b0cbc8f7e62e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:983876643fa46a1d374bffe7acd38600987bd416e4899ecb97e0dd4386de471b -size 93990 diff --git a/records/sd1/paper/1c8b4223b0cbc8f7e62e/record.json b/records/sd1/paper/1c8b4223b0cbc8f7e62e/record.json deleted file mode 100644 index 047f39ab485dbe272999bf73a2bd133fb4f2666b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1c8b4223b0cbc8f7e62e/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1c8b4223b0cbc8f7e62e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:52:52Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "A blue sports car in a showroom", - "prompt_key": "a99257c37b388fc1" - }, - "bends": [ - { - "path": "time_embed.2", - "op": "multiply", - "args": { - "scalar": 0.0 - }, - "group": "embed", - "kind": "time_embed", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero", - "module_type": "Linear", - "container": "Sequential" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "c2aef7ddb4b8f5648b3a" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_0_2_0.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1cadf8320e7347c0cae5/measurements.json b/records/sd1/paper/1cadf8320e7347c0cae5/measurements.json deleted file mode 100644 index 7d81c5b2ac77ef23e8024183ab841e90f908c8cf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cadf8320e7347c0cae5/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1cadf8320e7347c0cae5", - "values": { - "cosine_distance": { - "value": 0.02106, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.019222, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.008524, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.021342, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.299, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00627, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.598, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1cadf8320e7347c0cae5/output.webp b/records/sd1/paper/1cadf8320e7347c0cae5/output.webp deleted file mode 100644 index 789405eaeff6859288f6779329e1abb15aa6cb88..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cadf8320e7347c0cae5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:62e36b0e1ffd9e275475b28c8829d0d7e35fd0cf0fe33d1a21422fed46d56e48 -size 26598 diff --git a/records/sd1/paper/1cadf8320e7347c0cae5/record.json b/records/sd1/paper/1cadf8320e7347c0cae5/record.json deleted file mode 100644 index e201728d3c5503904e2934be64e785c784646ac6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cadf8320e7347c0cae5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1cadf8320e7347c0cae5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:02Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.1.transformer_blocks.0.attn1.to_k", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.hi", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/2acabb88c1a2ecff56da7c85ceccc589368344e2f0f159f4c1c65fe6af88039a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "2acabb88c1a2ecff56da7c85ceccc589368344e2f0f159f4c1c65fe6af88039a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1caebd94da42a90f284c/measurements.json b/records/sd1/paper/1caebd94da42a90f284c/measurements.json deleted file mode 100644 index 6729195a47e4f6f26d27828c248945ab0a66f7d9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1caebd94da42a90f284c/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1caebd94da42a90f284c", - "values": { - "cosine_distance": { - "value": 0.391508, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.483685, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.40643, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.190482, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.428, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00465, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 46.233, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1caebd94da42a90f284c/output.webp b/records/sd1/paper/1caebd94da42a90f284c/output.webp deleted file mode 100644 index b76f68d6411b6bfe20186c42515dee8849427a9f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1caebd94da42a90f284c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e92229964a114b39a055a165259cf8d3ec8a5ad5e1270c013f71325917c16f35 -size 33002 diff --git a/records/sd1/paper/1caebd94da42a90f284c/record.json b/records/sd1/paper/1caebd94da42a90f284c/record.json deleted file mode 100644 index 67d7a2679bccbf1aa4a166545cd3bbca1fe654c6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1caebd94da42a90f284c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1caebd94da42a90f284c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:29Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.transformer_blocks.0.attn1.to_out.0", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.hi", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/26922b56248a960bfbef7c337eb2f4f30943982f8fcf02a44d6ae98ba660c5b2.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "26922b56248a960bfbef7c337eb2f4f30943982f8fcf02a44d6ae98ba660c5b2", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1cb2dab38dc500001ec5/measurements.json b/records/sd1/paper/1cb2dab38dc500001ec5/measurements.json deleted file mode 100644 index 0efdb91604a2b35861419c2272d3c5ad6cd1a71e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cb2dab38dc500001ec5/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1cb2dab38dc500001ec5", - "values": { - "cosine_distance": { - "value": 0.058048, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.065914, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.056806, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.06263, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.101, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00446, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 9.816, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1cb2dab38dc500001ec5/output.webp b/records/sd1/paper/1cb2dab38dc500001ec5/output.webp deleted file mode 100644 index c53781962dc368c0ad8dc4e5b3a2f66e541c316c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cb2dab38dc500001ec5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3897e28f2523de4755bc99c83aee7ceb361d21a159ac6e601f878019ca60d43c -size 26620 diff --git a/records/sd1/paper/1cb2dab38dc500001ec5/record.json b/records/sd1/paper/1cb2dab38dc500001ec5/record.json deleted file mode 100644 index b7cfac1b179d2bbde86a9939983bef4b7b8ca279..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cb2dab38dc500001ec5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1cb2dab38dc500001ec5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:14Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.proj_in", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "in.lo", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/8a9b812600aeabc915d179b04797774467e81c7c3ab8bce3a8974838226ac01a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "8a9b812600aeabc915d179b04797774467e81c7c3ab8bce3a8974838226ac01a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1cb4cae3939eb2ab9881/measurements.json b/records/sd1/paper/1cb4cae3939eb2ab9881/measurements.json deleted file mode 100644 index d092f3f4c9d9d96713b0fec7ae9bbb3555e2573c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cb4cae3939eb2ab9881/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1cb4cae3939eb2ab9881", - "values": { - "cosine_distance": { - "value": 0.260946, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.311468, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.183418, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.174729, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.793, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00441, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 36.594, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1cb4cae3939eb2ab9881/output.webp b/records/sd1/paper/1cb4cae3939eb2ab9881/output.webp deleted file mode 100644 index 46b34025ce3ff3eeff521915092ce50482947af9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cb4cae3939eb2ab9881/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:36713efede92c137921cc9bea7c4578109a663a9deae1c430961a6be891fa62c -size 27764 diff --git a/records/sd1/paper/1cb4cae3939eb2ab9881/record.json b/records/sd1/paper/1cb4cae3939eb2ab9881/record.json deleted file mode 100644 index 0bd866b9cea14ee0ecbadd19fde72060a04c9757..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cb4cae3939eb2ab9881/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1cb4cae3939eb2ab9881", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:14Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.hi", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/80965ed285de60b4b3bfecc4db5fca3f474b73b61f9242d814a597cce47c681a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "80965ed285de60b4b3bfecc4db5fca3f474b73b61f9242d814a597cce47c681a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1cb8256940635a901c69/measurements.json b/records/sd1/paper/1cb8256940635a901c69/measurements.json deleted file mode 100644 index e63f9f1e00f93424a8c9a1a1376c6a8d9d439ffd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cb8256940635a901c69/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1cb8256940635a901c69", - "values": { - "std": { - "value": 52.682, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00849, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 15.955, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.29941, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.197426, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.037206, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1cb8256940635a901c69/output.webp b/records/sd1/paper/1cb8256940635a901c69/output.webp deleted file mode 100644 index d99ab733be6fe888a671982ff2e8b6c95e4fc58f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cb8256940635a901c69/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:bc812867406e3bde0e5bc18535af73e5877a3b95fbda84f87b87ac1ca6813c70 -size 42404 diff --git a/records/sd1/paper/1cb8256940635a901c69/record.json b/records/sd1/paper/1cb8256940635a901c69/record.json deleted file mode 100644 index f2ab0f9dea6af4b04fb22cfb6ceb34b16a927887..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cb8256940635a901c69/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1cb8256940635a901c69", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:20:23Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Mountain landscape at sunset", - "prompt_key": "e8d235cd25ffb3ab" - }, - "bends": [ - { - "path": "input_blocks.5.1.proj_in", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.mid", - "kind": "proj", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "Conv2d", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "185264b87bbdcfccebc3" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_6_3_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1cbfdf465a12f5926a2e/measurements.json b/records/sd1/paper/1cbfdf465a12f5926a2e/measurements.json deleted file mode 100644 index f27064851fc7631bb2e6642de1eb97401b3e3fee..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cbfdf465a12f5926a2e/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1cbfdf465a12f5926a2e", - "values": { - "cosine_distance": { - "value": 0.325393, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.437823, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.398389, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.290517, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 73.689, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01242, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 32.829, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1cbfdf465a12f5926a2e/output.webp b/records/sd1/paper/1cbfdf465a12f5926a2e/output.webp deleted file mode 100644 index 52067aa34d9ad984e5176e263a3ebd724bb995b1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cbfdf465a12f5926a2e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3a58e0c5dd03bd5de99969ee6ef001933c99fdca99d8e8cd5a14dd4ab29024db -size 42536 diff --git a/records/sd1/paper/1cbfdf465a12f5926a2e/record.json b/records/sd1/paper/1cbfdf465a12f5926a2e/record.json deleted file mode 100644 index 66ff35fb3c1f23a9e2397cbca45f34c79ea032e8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cbfdf465a12f5926a2e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1cbfdf465a12f5926a2e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:35Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.1.proj_in", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.mid", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/e051dad2d10729c9f56a7dd9de6e41ec7c23a1a579ef304affcf4a5c1a318b24.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e051dad2d10729c9f56a7dd9de6e41ec7c23a1a579ef304affcf4a5c1a318b24", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1cd1f23723b3d12e2a6b/interpretations.jsonl b/records/sd1/paper/1cd1f23723b3d12e2a6b/interpretations.jsonl deleted file mode 100644 index 0f2d8723ca120ec3549f012ea3ee876ee82d987b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cd1f23723b3d12e2a6b/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1cd1f23723b3d12e2a6b"}, "kind": "caption", "value": "Chaotic mosaic of saturated rainbow fragments with only a faint trace of a face", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:02:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "155c9d7153711dfd"} -{"target": {"record": "1cd1f23723b3d12e2a6b"}, "kind": "change", "value": "The muted portrait is replaced by a noisy patchwork of bright, clashing colour blocks and glitchy shapes, with the subject barely readable.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:02:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0ff1235fba957661"} -{"target": {"record": "1cd1f23723b3d12e2a6b"}, "kind": "keywords", "value": ["rainbow noise", "glitch mosaic", "colour chaos", "fragmented portrait", "psychedelic patches"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:02:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1feb3d899cc4322c"} -{"target": {"record": "1cd1f23723b3d12e2a6b"}, "kind": "effect_tags", "value": ["glitch", "fragmented", "saturated", "abstract", "colour_shift", "subject_lost", "degenerate"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:02:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "608f2e16ec40c98d"} diff --git a/records/sd1/paper/1cd1f23723b3d12e2a6b/measurements.json b/records/sd1/paper/1cd1f23723b3d12e2a6b/measurements.json deleted file mode 100644 index 9244739193489ba2a51abb056bae079a36bf9b2b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cd1f23723b3d12e2a6b/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1cd1f23723b3d12e2a6b", - "values": { - "cosine_distance": { - "value": 0.734469, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.71004, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.737071, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.459642, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 84.651, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01974, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 81.016, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1cd1f23723b3d12e2a6b/output.webp b/records/sd1/paper/1cd1f23723b3d12e2a6b/output.webp deleted file mode 100644 index e8c3a31082567412d8cb68bc78b38fb360d94c3d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cd1f23723b3d12e2a6b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0782ae8486a1cead064174788b10528fec952e6124edc340695086fe59c60378 -size 80600 diff --git a/records/sd1/paper/1cd1f23723b3d12e2a6b/record.json b/records/sd1/paper/1cd1f23723b3d12e2a6b/record.json deleted file mode 100644 index 9938dcfc2eb4996eb97b09b89d5834196e5ba08e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cd1f23723b3d12e2a6b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1cd1f23723b3d12e2a6b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:58Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.1.norm", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.mid", - "kind": "norm", - "module_type": "GroupNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/43fc3a675e0497eea38bde5ec98921a026bc77df5c04a1fc1ae8943078367831.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "43fc3a675e0497eea38bde5ec98921a026bc77df5c04a1fc1ae8943078367831", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1cfd4cd730d49b105f20/interpretations.jsonl b/records/sd1/paper/1cfd4cd730d49b105f20/interpretations.jsonl deleted file mode 100644 index d41d4728d68a5711dbc44f4c6f3ccaacef4925ce..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cfd4cd730d49b105f20/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1cfd4cd730d49b105f20"}, "kind": "caption", "value": "Dense multicoloured speckled noise filling the whole frame, no recognisable shapes", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:28:02Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "e04a52cc80c5ffc2"} -{"target": {"record": "1cfd4cd730d49b105f20"}, "kind": "change", "value": "The grey photo portrait is completely replaced by saturated rainbow static with no remaining structure.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:28:02Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "8b2ae0116051cc41"} -{"target": {"record": "1cfd4cd730d49b105f20"}, "kind": "keywords", "value": ["colour noise", "static", "speckle", "glitch"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:28:02Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ebf0445547a4e011"} -{"target": {"record": "1cfd4cd730d49b105f20"}, "kind": "effect_tags", "value": ["abstract", "subject_lost", "glitch", "saturated", "degenerate", "texture"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:28:02Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a140a0a5c0272868"} diff --git a/records/sd1/paper/1cfd4cd730d49b105f20/measurements.json b/records/sd1/paper/1cfd4cd730d49b105f20/measurements.json deleted file mode 100644 index 059f82c2a3a6e7e422b0ee3ad9212b274087cb77..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cfd4cd730d49b105f20/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1cfd4cd730d49b105f20", - "values": { - "cosine_distance": { - "value": 0.947645, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.813034, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.924655, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.535547, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 92.284, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.02977, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 101.407, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1cfd4cd730d49b105f20/output.webp b/records/sd1/paper/1cfd4cd730d49b105f20/output.webp deleted file mode 100644 index fcefff89f3c9a4e4520a2405c7598f904b4f61a8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cfd4cd730d49b105f20/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:81f2264ba07d5c5c7f2a3dd3eff63fd1497561ca2c54f37d77f1f25d8fd958a2 -size 100366 diff --git a/records/sd1/paper/1cfd4cd730d49b105f20/record.json b/records/sd1/paper/1cfd4cd730d49b105f20/record.json deleted file mode 100644 index d2c2252840edf7818b40dd97a35a2e6231000b37..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cfd4cd730d49b105f20/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1cfd4cd730d49b105f20", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:50Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.0.0", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "in.hi", - "kind": "conv_in", - "module_type": "Conv2d", - "container": "TimestepEmbedSequential", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/10219de3eea7a91b6e44651d78bf6f99c388b2efff65dca084218061a34ace26.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "10219de3eea7a91b6e44651d78bf6f99c388b2efff65dca084218061a34ace26", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1cffec974d9c99e27eed/measurements.json b/records/sd1/paper/1cffec974d9c99e27eed/measurements.json deleted file mode 100644 index 67a58824374f895cba31f057d3271fe5bd7350a9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cffec974d9c99e27eed/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1cffec974d9c99e27eed", - "values": { - "cosine_distance": { - "value": 0.323524, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.322269, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.237573, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.103611, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.53, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00704, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 38.74, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1cffec974d9c99e27eed/output.webp b/records/sd1/paper/1cffec974d9c99e27eed/output.webp deleted file mode 100644 index 3db9dd32416253158776ace462ba3f4402a0320b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cffec974d9c99e27eed/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9833a47a75112f0731279f128e5a5082cec517be5859cd5f694605fcee73bd65 -size 24298 diff --git a/records/sd1/paper/1cffec974d9c99e27eed/record.json b/records/sd1/paper/1cffec974d9c99e27eed/record.json deleted file mode 100644 index 95edff9e477fd27ba27ab5f4a6a42a68b1778a9a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1cffec974d9c99e27eed/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1cffec974d9c99e27eed", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:27Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.transformer_blocks.0.attn2.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.hi", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/95c9f3333fc5341ba15991cd67e6eaf21faea797a852be7c8ed399e1a2bf98d9.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "95c9f3333fc5341ba15991cd67e6eaf21faea797a852be7c8ed399e1a2bf98d9", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d01c562f863f82765fb/measurements.json b/records/sd1/paper/1d01c562f863f82765fb/measurements.json deleted file mode 100644 index 70c24c60e424630e45edcb7e01432b7650fc2f11..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d01c562f863f82765fb/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1d01c562f863f82765fb", - "values": { - "cosine_distance": { - "value": 0.022965, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.022217, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.013497, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.033825, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.751, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00634, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 5.61, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d01c562f863f82765fb/output.webp b/records/sd1/paper/1d01c562f863f82765fb/output.webp deleted file mode 100644 index 76ae9705de17592e5209e9de0b5afb6724e340a6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d01c562f863f82765fb/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:557d8afb4c7d74035497f08cbeac304a3899a1129bd9ead2ae937fa317245566 -size 27964 diff --git a/records/sd1/paper/1d01c562f863f82765fb/record.json b/records/sd1/paper/1d01c562f863f82765fb/record.json deleted file mode 100644 index f8d1e45434062317bbfa430e5a79ccdb42fa2a1b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d01c562f863f82765fb/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1d01c562f863f82765fb", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:40Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.1.transformer_blocks.0.attn1.to_k", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/cfcce9b41e3f164d9ee4d223dc9aa3a3ec65a614a54993b6a108eb8aa24c68af.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "cfcce9b41e3f164d9ee4d223dc9aa3a3ec65a614a54993b6a108eb8aa24c68af", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d079a0a9fa7173be974/measurements.json b/records/sd1/paper/1d079a0a9fa7173be974/measurements.json deleted file mode 100644 index b030504f10541c6f467df63e53ccce6403582aab..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d079a0a9fa7173be974/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1d079a0a9fa7173be974", - "values": { - "cosine_distance": { - "value": 0.06574, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.085666, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.034203, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.105695, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.539, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00628, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 10.12, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d079a0a9fa7173be974/output.webp b/records/sd1/paper/1d079a0a9fa7173be974/output.webp deleted file mode 100644 index da86ca25740cd333c0cc910c3800a86168006c76..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d079a0a9fa7173be974/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f687afce61d41e0ae2f81ca5c3f6de21b53caa66138c75a2b2e1bfc86a6f4712 -size 27016 diff --git a/records/sd1/paper/1d079a0a9fa7173be974/record.json b/records/sd1/paper/1d079a0a9fa7173be974/record.json deleted file mode 100644 index a8396b880bc8dd90f4f4aded7806498baf08a450..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d079a0a9fa7173be974/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1d079a0a9fa7173be974", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:28Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.proj_out", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.lo", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/d80f7559d19ce31bb92ef74f642c4b94ddbcc6a64fe12fa0d3b9e03e470b28a7.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "d80f7559d19ce31bb92ef74f642c4b94ddbcc6a64fe12fa0d3b9e03e470b28a7", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d159150b3dbbbbd1326/measurements.json b/records/sd1/paper/1d159150b3dbbbbd1326/measurements.json deleted file mode 100644 index e790ba2172d65ebe4efbe804eac020294ee70f77..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d159150b3dbbbbd1326/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1d159150b3dbbbbd1326", - "values": { - "cosine_distance": { - "value": 0.315106, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.365168, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.215298, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.181976, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 72.999, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00843, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 33.398, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d159150b3dbbbbd1326/output.webp b/records/sd1/paper/1d159150b3dbbbbd1326/output.webp deleted file mode 100644 index 39dc04fa162b367e79f6bb6ed4de78b07f4d2b1f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d159150b3dbbbbd1326/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3cccbc9af2f3a07e1a51beb96168dde1a203617ff33caee28cf21294d46aed2e -size 38166 diff --git a/records/sd1/paper/1d159150b3dbbbbd1326/record.json b/records/sd1/paper/1d159150b3dbbbbd1326/record.json deleted file mode 100644 index 6d2d2ded9714fd06bf711175a234fbbb3f4796bd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d159150b3dbbbbd1326/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1d159150b3dbbbbd1326", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:12Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.0.emb_layers.1", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "Linear", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/02b05dc9074da7320e586cb54ca79bf39808244e985441721c12fafa0f43ae47.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "02b05dc9074da7320e586cb54ca79bf39808244e985441721c12fafa0f43ae47", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d195aaf2e7cb48af176/interpretations.jsonl b/records/sd1/paper/1d195aaf2e7cb48af176/interpretations.jsonl deleted file mode 100644 index 6c568b140f7837bd9c6e9a1f747f87e42602c917..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d195aaf2e7cb48af176/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1d195aaf2e7cb48af176"}, "kind": "caption", "value": "Smiling young woman with tied-back hair and warm skin in black turtleneck, colour photo", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:33:59Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0d93921c6191eb9c"} -{"target": {"record": "1d195aaf2e7cb48af176"}, "kind": "change", "value": "The austere grey portrait becomes a warm colour photo of a gently smiling woman with hair pulled into a low ponytail, rosy skin and a cream border.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:33:59Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c730120f6c8e4ca4"} -{"target": {"record": "1d195aaf2e7cb48af176"}, "kind": "keywords", "value": ["warm colour portrait", "smiling woman", "ponytail", "turtleneck"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:33:59Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "2898004923ffd7bf"} -{"target": {"record": "1d195aaf2e7cb48af176"}, "kind": "effect_tags", "value": ["colour_shift", "subject_kept", "saturated"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:33:59Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "afce5bcc4dafd182"} diff --git a/records/sd1/paper/1d195aaf2e7cb48af176/measurements.json b/records/sd1/paper/1d195aaf2e7cb48af176/measurements.json deleted file mode 100644 index 9c6f2b90e5945dd7ca25924db1750e5d20fbbe51..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d195aaf2e7cb48af176/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1d195aaf2e7cb48af176", - "values": { - "cosine_distance": { - "value": 0.303635, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.269648, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.267948, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.189692, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.313, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0066, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 31.113, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d195aaf2e7cb48af176/output.webp b/records/sd1/paper/1d195aaf2e7cb48af176/output.webp deleted file mode 100644 index 3cd7ddf594f753ae086ca2c2e33ddd09a560b005..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d195aaf2e7cb48af176/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5d412ad8533795d57ad250980a56fe8f8a12166e2b3e120900173d1b8a43c340 -size 24914 diff --git a/records/sd1/paper/1d195aaf2e7cb48af176/record.json b/records/sd1/paper/1d195aaf2e7cb48af176/record.json deleted file mode 100644 index 3d18196e42f03a378b15bbd94874eae270baf408..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d195aaf2e7cb48af176/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1d195aaf2e7cb48af176", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:38Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.1.transformer_blocks.0.attn2.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "in.lo", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/0ac391d290ef9143e2b68bd2cef5d7c52fe62f5abbecede5bb5cc69b764bbe5d.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "0ac391d290ef9143e2b68bd2cef5d7c52fe62f5abbecede5bb5cc69b764bbe5d", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d1dc3114e3b324f95e4/measurements.json b/records/sd1/paper/1d1dc3114e3b324f95e4/measurements.json deleted file mode 100644 index da91ce01c2fb08688c9da785b7316b0bc0477f2a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d1dc3114e3b324f95e4/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1d1dc3114e3b324f95e4", - "values": { - "cosine_distance": { - "value": 0.299987, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.407649, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.294272, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.257756, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 74.096, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01807, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 25.033, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d1dc3114e3b324f95e4/output.webp b/records/sd1/paper/1d1dc3114e3b324f95e4/output.webp deleted file mode 100644 index 02f926cc275925c9551275421dea0017373847c1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d1dc3114e3b324f95e4/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1bd416a02426a9f08f2605a62b571f321f996eba4bc8085e57ffbd22764055ee -size 47264 diff --git a/records/sd1/paper/1d1dc3114e3b324f95e4/record.json b/records/sd1/paper/1d1dc3114e3b324f95e4/record.json deleted file mode 100644 index 6635da6fedc2077eecce112c12cd53d34639bdc2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d1dc3114e3b324f95e4/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1d1dc3114e3b324f95e4", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:56Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.0.in_layers.2", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/e9d254e7a6b3e400c320dda2042f74e4de09fb04225dee3981b6eb9e2dc894ba.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e9d254e7a6b3e400c320dda2042f74e4de09fb04225dee3981b6eb9e2dc894ba", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d22e063af61417c7898/measurements.json b/records/sd1/paper/1d22e063af61417c7898/measurements.json deleted file mode 100644 index a7c2091b46e1e014b92b0f28f10582925d5df3f9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d22e063af61417c7898/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1d22e063af61417c7898", - "values": { - "cosine_distance": { - "value": 0.29152, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.287452, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.129859, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.110641, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 48.255, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00944, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 35.578, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d22e063af61417c7898/output.webp b/records/sd1/paper/1d22e063af61417c7898/output.webp deleted file mode 100644 index 2a71a0ef44cea728f8eb6f22caa5e140dc614cf9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d22e063af61417c7898/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e4eb2287caafe42d34ee542bf4f97137ef63934a80f38ddb8b68cd85b951cb75 -size 24538 diff --git a/records/sd1/paper/1d22e063af61417c7898/record.json b/records/sd1/paper/1d22e063af61417c7898/record.json deleted file mode 100644 index cb98c4a034adaa7851f133ff97babe2dc0353fb7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d22e063af61417c7898/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1d22e063af61417c7898", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:18Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.transformer_blocks.0.attn2.to_out.0", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.lo", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/bc95ffca45c699ec04f00f1c5be1a81854af57a24eb80081d021c84a66f62957.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "bc95ffca45c699ec04f00f1c5be1a81854af57a24eb80081d021c84a66f62957", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d2a0f1b18a5cef8c55c/measurements.json b/records/sd1/paper/1d2a0f1b18a5cef8c55c/measurements.json deleted file mode 100644 index 3062d3c776ec44198b215237163bee4edc4be6c7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d2a0f1b18a5cef8c55c/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1d2a0f1b18a5cef8c55c", - "values": { - "cosine_distance": { - "value": 0.230155, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.251875, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.189954, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.113641, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 59.142, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00341, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 27.203, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d2a0f1b18a5cef8c55c/output.webp b/records/sd1/paper/1d2a0f1b18a5cef8c55c/output.webp deleted file mode 100644 index a36763bd43bf7c3dc80f74187468ded30a11b984..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d2a0f1b18a5cef8c55c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9d3f60e75c03497a07a70f8d989a0c9aebdc0013effa87c4585188682d114b78 -size 29092 diff --git a/records/sd1/paper/1d2a0f1b18a5cef8c55c/record.json b/records/sd1/paper/1d2a0f1b18a5cef8c55c/record.json deleted file mode 100644 index 06ca606b2b8f35ba7bd45534a6b229d38d3e679f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d2a0f1b18a5cef8c55c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1d2a0f1b18a5cef8c55c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:20Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "mid", - "kind": "skip", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/6d6e9e1782714f94540b75fc761979cad504c508c3e258c110fabc159782d06b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "6d6e9e1782714f94540b75fc761979cad504c508c3e258c110fabc159782d06b", - "type_path": "UNetModel.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d30f278e28241c50e37/measurements.json b/records/sd1/paper/1d30f278e28241c50e37/measurements.json deleted file mode 100644 index fb05cac0af84f1b8f27281d5a9d68b1060b31b17..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d30f278e28241c50e37/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1d30f278e28241c50e37", - "values": { - "cosine_distance": { - "value": 0.205797, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.217836, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.075544, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.039638, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.365, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00528, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 22.789, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d30f278e28241c50e37/output.webp b/records/sd1/paper/1d30f278e28241c50e37/output.webp deleted file mode 100644 index 3d1b236e7f0dc13f643ffbe5da510a1554b69188..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d30f278e28241c50e37/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:dc007a988f9ebf5dc74c726f189a59df2a039a7d1aabfa8aa2eb424db31c5e96 -size 30648 diff --git a/records/sd1/paper/1d30f278e28241c50e37/record.json b/records/sd1/paper/1d30f278e28241c50e37/record.json deleted file mode 100644 index 185d74e8eb8ddd4a1dfa2759cd6185b21b39c741..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d30f278e28241c50e37/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1d30f278e28241c50e37", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:59Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.0.emb_layers.1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Linear", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/79b3a2206a8a8bb0c21dfcf76c6a222b470a57f1365bcc47252b525cfe86475b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "79b3a2206a8a8bb0c21dfcf76c6a222b470a57f1365bcc47252b525cfe86475b", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d3a7660c314a14accf1/measurements.json b/records/sd1/paper/1d3a7660c314a14accf1/measurements.json deleted file mode 100644 index 9a62fb4b49feff2d59fe53e83dc3bbfbc4572e9b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d3a7660c314a14accf1/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1d3a7660c314a14accf1", - "values": { - "cosine_distance": { - "value": 0.222388, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.211517, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.235164, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.233235, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.68, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0047, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 21.911, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d3a7660c314a14accf1/output.webp b/records/sd1/paper/1d3a7660c314a14accf1/output.webp deleted file mode 100644 index e4efae8bcb3d37deb7a8c542433180114503e779..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d3a7660c314a14accf1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a509310f1aff922bf1d3bc4d1ea7c1f9fb51bde4c7c862cf0ab32b15673c406e -size 27632 diff --git a/records/sd1/paper/1d3a7660c314a14accf1/record.json b/records/sd1/paper/1d3a7660c314a14accf1/record.json deleted file mode 100644 index b989be84392cfbdee72e7e74b1f2a2e3d67bcc9e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d3a7660c314a14accf1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1d3a7660c314a14accf1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:36Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.2.in_layers.1", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "mid", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/a068e2d61359b12068ecd639fd7f2ac3f64959c5c15ae32f29bed8fdd4c56291.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "a068e2d61359b12068ecd639fd7f2ac3f64959c5c15ae32f29bed8fdd4c56291", - "type_path": "UNetModel.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d42e742aba308c2b5ad/measurements.json b/records/sd1/paper/1d42e742aba308c2b5ad/measurements.json deleted file mode 100644 index 91ef02c5299f148400029d0e05d018997d3b90d0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d42e742aba308c2b5ad/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1d42e742aba308c2b5ad", - "values": { - "cosine_distance": { - "value": 0.024359, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.01742, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.013233, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.022481, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.639, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00685, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 5.938, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d42e742aba308c2b5ad/output.webp b/records/sd1/paper/1d42e742aba308c2b5ad/output.webp deleted file mode 100644 index f202959635ebc269feb43e038cb68298957c82a3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d42e742aba308c2b5ad/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:cdd7b70de5fd48cc6b08a085d7358af2c874bbfde9e9e4ce859111d362fe1cac -size 28394 diff --git a/records/sd1/paper/1d42e742aba308c2b5ad/record.json b/records/sd1/paper/1d42e742aba308c2b5ad/record.json deleted file mode 100644 index 2e12510ec2d9c25474448bb871d2d6ec5a67f9f5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d42e742aba308c2b5ad/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1d42e742aba308c2b5ad", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:39Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.1.transformer_blocks.0.attn1.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/9ac134e212d573410bfc13563540e8561cd62f76540fc433222d72809b89bca3.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "9ac134e212d573410bfc13563540e8561cd62f76540fc433222d72809b89bca3", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d440d3fbc3af376cf99/measurements.json b/records/sd1/paper/1d440d3fbc3af376cf99/measurements.json deleted file mode 100644 index d5cdff641e2108375e435fb156e9f780263e9496..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d440d3fbc3af376cf99/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1d440d3fbc3af376cf99", - "values": { - "cosine_distance": { - "value": 0.005677, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.008113, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.004614, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.004338, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.734, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00653, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.002, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d440d3fbc3af376cf99/output.webp b/records/sd1/paper/1d440d3fbc3af376cf99/output.webp deleted file mode 100644 index fb9adfcca3c95dea2d9ad7f4c17077a41c789082..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d440d3fbc3af376cf99/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9ac8fc430a75ef3dd4386000dae8a1d04a99f6e70885e07b5f1d423b40e6f42a -size 28400 diff --git a/records/sd1/paper/1d440d3fbc3af376cf99/record.json b/records/sd1/paper/1d440d3fbc3af376cf99/record.json deleted file mode 100644 index 50aa0b8c8b2d691ea91608c390ee8872526b5513..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d440d3fbc3af376cf99/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1d440d3fbc3af376cf99", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:04Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.2.conv", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.lo", - "kind": "upsample", - "module_type": "Conv2d", - "container": "Upsample", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/b5e1566982faf32dd52ad9d431980ddffe5b28e6c2c82fc06c593d237e5800b9.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b5e1566982faf32dd52ad9d431980ddffe5b28e6c2c82fc06c593d237e5800b9", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.Upsample.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d4b8ae64bafdc838529/measurements.json b/records/sd1/paper/1d4b8ae64bafdc838529/measurements.json deleted file mode 100644 index 48551f3c81c8c2f39e5c80e29ab44994a12204fa..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d4b8ae64bafdc838529/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1d4b8ae64bafdc838529", - "values": { - "std": { - "value": 56.373, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01043, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 77.478, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.512678, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.231219, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.103511, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d4b8ae64bafdc838529/output.webp b/records/sd1/paper/1d4b8ae64bafdc838529/output.webp deleted file mode 100644 index a9b5ec1c48c76e021e2fcd4ee85d21b78535a412..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d4b8ae64bafdc838529/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:81e1a3b9d0067c1153839bd0a76743bf20878f590a92f82e4deb3bed5fe1b8eb -size 67082 diff --git a/records/sd1/paper/1d4b8ae64bafdc838529/record.json b/records/sd1/paper/1d4b8ae64bafdc838529/record.json deleted file mode 100644 index 9c780855a3fb22f76c716eceec6b0f8aff77b68f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d4b8ae64bafdc838529/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1d4b8ae64bafdc838529", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:20:36Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Abstract geometric shapes, vibrant colors", - "prompt_key": "99ab7d3611efdf35" - }, - "bends": [ - { - "path": "input_blocks.1.0.out_layers.2", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.hi", - "kind": "res_branch", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "Dropout", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "226af1fc6b6fc62a7735" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_2_4_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d72ddded30276e0396c/interpretations.jsonl b/records/sd1/paper/1d72ddded30276e0396c/interpretations.jsonl deleted file mode 100644 index f70dc408ee19bab9706291260b96581d97896665..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d72ddded30276e0396c/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1d72ddded30276e0396c"}, "kind": "caption", "value": "Vintage photographic portrait of short-haired young woman in black shirt, grey background", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:55:32Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "4c5d240886eccd4b"} -{"target": {"record": "1d72ddded30276e0396c"}, "kind": "change", "value": "Almost no visible change; only tiny differences in facial features and hair.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:55:32Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "71ad6782f433f059"} -{"target": {"record": "1d72ddded30276e0396c"}, "kind": "keywords", "value": ["near identical", "portrait photo", "minimal change", "vintage portrait"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:55:32Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "341fa0ed7c8d91aa"} -{"target": {"record": "1d72ddded30276e0396c"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:55:32Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "b6141da6d7963fd9"} diff --git a/records/sd1/paper/1d72ddded30276e0396c/measurements.json b/records/sd1/paper/1d72ddded30276e0396c/measurements.json deleted file mode 100644 index 09d24f420c2222e063b0f4173f12d8166b74108b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d72ddded30276e0396c/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1d72ddded30276e0396c", - "values": { - "cosine_distance": { - "value": 0.001638, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.002016, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.001136, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.001215, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.984, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00632, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.65, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d72ddded30276e0396c/output.webp b/records/sd1/paper/1d72ddded30276e0396c/output.webp deleted file mode 100644 index 3ae87aaf6935737370c437259f0f06f997e86325..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d72ddded30276e0396c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:10e7576074a473b4d0da7e3217713c34138577f92372a4dc59e2eb664e7bc58b -size 27856 diff --git a/records/sd1/paper/1d72ddded30276e0396c/record.json b/records/sd1/paper/1d72ddded30276e0396c/record.json deleted file mode 100644 index c7bb287881b3b2314fc902fedbd381b752685860..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d72ddded30276e0396c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1d72ddded30276e0396c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:46Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.1.transformer_blocks.0.attn1.to_k", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.hi", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/1743d8d319bcf0477f4723a37d436bce5a5a1b44132773d0c43935a4fda7e189.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "1743d8d319bcf0477f4723a37d436bce5a5a1b44132773d0c43935a4fda7e189", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d7acf59b34cd4c2fa13/measurements.json b/records/sd1/paper/1d7acf59b34cd4c2fa13/measurements.json deleted file mode 100644 index 2ceddab677dd4d0bae29c7bf7b6d108f15eb2ab6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d7acf59b34cd4c2fa13/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1d7acf59b34cd4c2fa13", - "values": { - "cosine_distance": { - "value": 0.100835, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.154029, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.036996, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.073521, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 68.595, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00694, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 14.956, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1d7acf59b34cd4c2fa13/output.webp b/records/sd1/paper/1d7acf59b34cd4c2fa13/output.webp deleted file mode 100644 index 12724e9cac3e1c9914a3abbed20ca3ecd0d3f0b1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d7acf59b34cd4c2fa13/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:70dfe6ff0a66d90169dafd8198ddf48e82bbb03d98fb8e01500b5a52534519a6 -size 31712 diff --git a/records/sd1/paper/1d7acf59b34cd4c2fa13/record.json b/records/sd1/paper/1d7acf59b34cd4c2fa13/record.json deleted file mode 100644 index 14a086335399a2489c63588181b0e0b50c48fd54..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1d7acf59b34cd4c2fa13/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1d7acf59b34cd4c2fa13", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:50Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.11.0.emb_layers.1", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Linear", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/3f2dc171aa8bf492cc78283dd91a96cef5ba55018771d0c63f782824e0a15cd2.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "3f2dc171aa8bf492cc78283dd91a96cef5ba55018771d0c63f782824e0a15cd2", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1da0de15c2c45fe20de6/measurements.json b/records/sd1/paper/1da0de15c2c45fe20de6/measurements.json deleted file mode 100644 index 32425660579ca2b80403fd961e6a9cec90e1d256..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1da0de15c2c45fe20de6/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1da0de15c2c45fe20de6", - "values": { - "cosine_distance": { - "value": 0.797802, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.726022, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.899271, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.53121, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 100.408, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.03158, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 94.76, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1da0de15c2c45fe20de6/output.webp b/records/sd1/paper/1da0de15c2c45fe20de6/output.webp deleted file mode 100644 index e78260e8744ef2a29f7813274d2c74243528ec17..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1da0de15c2c45fe20de6/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:62c97a4980931de4dd1db9ed5912c6d0ca5707795c98e9f8f3116a8530807625 -size 83092 diff --git a/records/sd1/paper/1da0de15c2c45fe20de6/record.json b/records/sd1/paper/1da0de15c2c45fe20de6/record.json deleted file mode 100644 index fffd89f5c4d8606dce00ce1ee2e485e1c67b6317..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1da0de15c2c45fe20de6/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1da0de15c2c45fe20de6", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:02Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.0.out_layers.1", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/23b4faa878f5838ad3d9f8c7d3ec6478a01e380ed762da812199a8f1e3f29fe4.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "23b4faa878f5838ad3d9f8c7d3ec6478a01e380ed762da812199a8f1e3f29fe4", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1da3704e33eb5d2218d0/measurements.json b/records/sd1/paper/1da3704e33eb5d2218d0/measurements.json deleted file mode 100644 index 261c487885781c741eddb4f5304f83b193dd412a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1da3704e33eb5d2218d0/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1da3704e33eb5d2218d0", - "values": { - "cosine_distance": { - "value": 0.064039, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0625, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.027606, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.050633, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.459, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00679, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 9.594, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1da3704e33eb5d2218d0/output.webp b/records/sd1/paper/1da3704e33eb5d2218d0/output.webp deleted file mode 100644 index cd643da3acbf68b296a9b05e47f0903a9999b4f4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1da3704e33eb5d2218d0/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6c7e681efd8f727619847813397051526253e7d29cdab54ec016e9294f3a3073 -size 26532 diff --git a/records/sd1/paper/1da3704e33eb5d2218d0/record.json b/records/sd1/paper/1da3704e33eb5d2218d0/record.json deleted file mode 100644 index 22a71b3a4b29ba2f737daca16ef0861d4c7b172e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1da3704e33eb5d2218d0/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1da3704e33eb5d2218d0", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:01Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.norm3", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.lo", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/3bf80d7d9b6a89a9db429d086ae60851643bd387d3878f0544546d952e1316f3.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "3bf80d7d9b6a89a9db429d086ae60851643bd387d3878f0544546d952e1316f3", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1da3e8401dd1108401bd/measurements.json b/records/sd1/paper/1da3e8401dd1108401bd/measurements.json deleted file mode 100644 index b1ce95889a4e6b22b9246dce65662fa402d746d8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1da3e8401dd1108401bd/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1da3e8401dd1108401bd", - "values": { - "cosine_distance": { - "value": 0.005896, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.008442, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.006128, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.004692, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.914, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00617, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.585, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1da3e8401dd1108401bd/output.webp b/records/sd1/paper/1da3e8401dd1108401bd/output.webp deleted file mode 100644 index 0ca4e4302965d76a9eda142d97725ed54e4a7af7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1da3e8401dd1108401bd/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1e67cd1dfee1eafc8144936368b7e586ee99c3249a86541e064311816ae9317f -size 27872 diff --git a/records/sd1/paper/1da3e8401dd1108401bd/record.json b/records/sd1/paper/1da3e8401dd1108401bd/record.json deleted file mode 100644 index de514c15a3024583d025e5ac0edd46cd7004010e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1da3e8401dd1108401bd/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1da3e8401dd1108401bd", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:09Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.1.transformer_blocks.0.ff.net.2", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.mid", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/6703abe768f9c85fafa3fff92b1946ae1ec571f318844e79651e958734f18d72.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "6703abe768f9c85fafa3fff92b1946ae1ec571f318844e79651e958734f18d72", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1da5a8017e8ac8a486d3/measurements.json b/records/sd1/paper/1da5a8017e8ac8a486d3/measurements.json deleted file mode 100644 index 0c9a6196c027017533466e4c1a8fe061e4fa1c37..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1da5a8017e8ac8a486d3/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1da5a8017e8ac8a486d3", - "values": { - "cosine_distance": { - "value": 0.000128, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.000387, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.000163, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.000368, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.43, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00641, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.088, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1da5a8017e8ac8a486d3/output.webp b/records/sd1/paper/1da5a8017e8ac8a486d3/output.webp deleted file mode 100644 index 76576ac91fe706599522e2541fc3747c9ebcf83a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1da5a8017e8ac8a486d3/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:809228a726600b811242ff8602d55cf79b660c29c14f5ad628d4ec77aa63a4ba -size 27030 diff --git a/records/sd1/paper/1da5a8017e8ac8a486d3/record.json b/records/sd1/paper/1da5a8017e8ac8a486d3/record.json deleted file mode 100644 index 4e4b1df822af9302c6c4b31bb5d893d15d666638..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1da5a8017e8ac8a486d3/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1da5a8017e8ac8a486d3", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:19Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.transformer_blocks.0.attn2.to_q", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.lo", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/d63e002ea5e4c8f68125b7fe33bb6942bc79ff3e750566c43a88050c69aa91c8.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "d63e002ea5e4c8f68125b7fe33bb6942bc79ff3e750566c43a88050c69aa91c8", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1daf71a4dac70f49c9e5/measurements.json b/records/sd1/paper/1daf71a4dac70f49c9e5/measurements.json deleted file mode 100644 index 66140156e179192ad3ae645e01394f7baf2f69c0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1daf71a4dac70f49c9e5/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1daf71a4dac70f49c9e5", - "values": { - "cosine_distance": { - "value": 0.239025, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.310862, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.150569, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.173526, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 68.494, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0096, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 24.126, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1daf71a4dac70f49c9e5/output.webp b/records/sd1/paper/1daf71a4dac70f49c9e5/output.webp deleted file mode 100644 index 68440c28802f9294d1bca41a034cc6c35d6c8c24..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1daf71a4dac70f49c9e5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e015180110afeb76d87ca4ca9b1f6cea4c8dadfe620938bfe5d67b0cb31e4e06 -size 34778 diff --git a/records/sd1/paper/1daf71a4dac70f49c9e5/record.json b/records/sd1/paper/1daf71a4dac70f49c9e5/record.json deleted file mode 100644 index 1b9df14958a3bfbeb55c542a38eb0fc6117cc4a3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1daf71a4dac70f49c9e5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1daf71a4dac70f49c9e5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:53Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.1.proj_out", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.mid", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/60a8f9dcebf1733e01c8db097e36d5cf6ec584fc20f2a8448fae97ea6044c6d7.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "60a8f9dcebf1733e01c8db097e36d5cf6ec584fc20f2a8448fae97ea6044c6d7", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1db374a660e2102de678/measurements.json b/records/sd1/paper/1db374a660e2102de678/measurements.json deleted file mode 100644 index 59a3ef320fa511d8e1858d63550a9f37f36a3350..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1db374a660e2102de678/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1db374a660e2102de678", - "values": { - "cosine_distance": { - "value": 0.125335, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.121053, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.078312, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.061275, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 56.796, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00578, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 15.768, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1db374a660e2102de678/output.webp b/records/sd1/paper/1db374a660e2102de678/output.webp deleted file mode 100644 index e548a687610573dd05d20b18cf6ff0b0e1da9e7d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1db374a660e2102de678/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:498276a9d048bdc91d5b507f79fccd39ee469ede838f841c78881dbf809d1fc0 -size 18752 diff --git a/records/sd1/paper/1db374a660e2102de678/record.json b/records/sd1/paper/1db374a660e2102de678/record.json deleted file mode 100644 index 839c4355c9e216c7a9959cfb5b30fc23f7fa1448..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1db374a660e2102de678/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1db374a660e2102de678", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:19Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.proj_in", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.lo", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/5a429ac6c80150d323ddb9463a225b4bb533b6a85808babe8d63a4a24590327f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "5a429ac6c80150d323ddb9463a225b4bb533b6a85808babe8d63a4a24590327f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1db49b67ee344028c305/measurements.json b/records/sd1/paper/1db49b67ee344028c305/measurements.json deleted file mode 100644 index ab8a1b7bc0780b522e558f9f2e0403972003f3b6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1db49b67ee344028c305/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1db49b67ee344028c305", - "values": { - "cosine_distance": { - "value": 0.089275, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.104419, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.074601, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.090643, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 74.943, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00608, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 15.796, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1db49b67ee344028c305/output.webp b/records/sd1/paper/1db49b67ee344028c305/output.webp deleted file mode 100644 index 6bca9c6deb9b0744f431c3fc25e1fc8772e40b60..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1db49b67ee344028c305/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0a8d2d468a05aa359116a995b0b31f1e17ed1cc5aee4c15b9e7e6e70bb50ff6c -size 23854 diff --git a/records/sd1/paper/1db49b67ee344028c305/record.json b/records/sd1/paper/1db49b67ee344028c305/record.json deleted file mode 100644 index 38506e837738732314e629bd239773a594bb40d6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1db49b67ee344028c305/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1db49b67ee344028c305", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:04Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.1.transformer_blocks.0.attn1.to_out.0", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.hi", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/05403bf88792726008cdabb5ec5d1144ab988d0b8f0bd7f4f72a92b1a767a037.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "05403bf88792726008cdabb5ec5d1144ab988d0b8f0bd7f4f72a92b1a767a037", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1db99658d7b06cf3b46e/measurements.json b/records/sd1/paper/1db99658d7b06cf3b46e/measurements.json deleted file mode 100644 index ae3de697a5fc7510b5624b738aabff9af33b41ac..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1db99658d7b06cf3b46e/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1db99658d7b06cf3b46e", - "values": { - "cosine_distance": { - "value": 0.018227, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.029745, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.020516, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.016437, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.69, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00644, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 6.723, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1db99658d7b06cf3b46e/output.webp b/records/sd1/paper/1db99658d7b06cf3b46e/output.webp deleted file mode 100644 index 90d99304930252bedf8d79811576841a4e24508e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1db99658d7b06cf3b46e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:bf3e5f8f50266f86840d935dee6fdd583384428ec455c03866d584b30866031f -size 27938 diff --git a/records/sd1/paper/1db99658d7b06cf3b46e/record.json b/records/sd1/paper/1db99658d7b06cf3b46e/record.json deleted file mode 100644 index 5e4a0cc7bb8586b9c17c4f4f22e230749088b279..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1db99658d7b06cf3b46e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1db99658d7b06cf3b46e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:59Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.0.emb_layers.1", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Linear", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/fb4b18d466665f85d6fe01244ae9f94c04cd729b186297126cd675aa449d35d8.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "fb4b18d466665f85d6fe01244ae9f94c04cd729b186297126cd675aa449d35d8", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1db999a18b77d67e6c52/measurements.json b/records/sd1/paper/1db999a18b77d67e6c52/measurements.json deleted file mode 100644 index 5fe6d31b737bfbc0e6698eadf0eea72117f755d6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1db999a18b77d67e6c52/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1db999a18b77d67e6c52", - "values": { - "cosine_distance": { - "value": 0.013014, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.013136, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.006181, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.007054, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.232, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0066, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.192, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1db999a18b77d67e6c52/output.webp b/records/sd1/paper/1db999a18b77d67e6c52/output.webp deleted file mode 100644 index 9d1aaf9fe4d87da0cf022fa3b5b4f8a4f8c3f398..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1db999a18b77d67e6c52/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:32174a53066dc143ae10d7cd8f86e77993f2f59edb445988195661502c35140e -size 27704 diff --git a/records/sd1/paper/1db999a18b77d67e6c52/record.json b/records/sd1/paper/1db999a18b77d67e6c52/record.json deleted file mode 100644 index 525f3d07bd4570acb9d4db378f72e71a176b1325..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1db999a18b77d67e6c52/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1db999a18b77d67e6c52", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:02Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.attn1.to_out.1", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "mid", - "kind": "self_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/0a29438b62da1a5d80a52352c798f2a44f34b72f5a0108b6cd59467554d11c58.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "0a29438b62da1a5d80a52352c798f2a44f34b72f5a0108b6cd59467554d11c58", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1dbd92bdfc183dddfac5/measurements.json b/records/sd1/paper/1dbd92bdfc183dddfac5/measurements.json deleted file mode 100644 index 32e1efc2ca98cdc917b9b5ebb989357f43a45ea5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1dbd92bdfc183dddfac5/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1dbd92bdfc183dddfac5", - "values": { - "cosine_distance": { - "value": 0.234724, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.220051, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.127783, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.086637, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.996, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00822, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 28.277, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1dbd92bdfc183dddfac5/output.webp b/records/sd1/paper/1dbd92bdfc183dddfac5/output.webp deleted file mode 100644 index bd4e300f0a63de0cf788a4c07dbfe8991d026471..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1dbd92bdfc183dddfac5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c9e548c890b0e563d48a8523debbf03195cbdbb558d277ab1d5748be5404f1f1 -size 22624 diff --git a/records/sd1/paper/1dbd92bdfc183dddfac5/record.json b/records/sd1/paper/1dbd92bdfc183dddfac5/record.json deleted file mode 100644 index cf5527d3de0253fc6b34fd1fb2329b35039566c4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1dbd92bdfc183dddfac5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1dbd92bdfc183dddfac5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:40Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.1.transformer_blocks.0.attn1.to_v", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/deaa7aa831e47650fabe1c1646dc25883c31d01d90c060f0960f20f7681e0d3e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "deaa7aa831e47650fabe1c1646dc25883c31d01d90c060f0960f20f7681e0d3e", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1dce013ce76912f338e8/measurements.json b/records/sd1/paper/1dce013ce76912f338e8/measurements.json deleted file mode 100644 index e8973d3fdc23247adf6cacc96d8bf124e5e973bb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1dce013ce76912f338e8/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1dce013ce76912f338e8", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": -0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.366, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00648, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1dce013ce76912f338e8/output.webp b/records/sd1/paper/1dce013ce76912f338e8/output.webp deleted file mode 100644 index 27ca0f5033fd5be46d7b6f6ec3c180ea814eeb17..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1dce013ce76912f338e8/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4b3662989ad7f065c8c9f61ae51efc70963c7f36666064c00ec298e85a98a37e -size 30794 diff --git a/records/sd1/paper/1dce013ce76912f338e8/record.json b/records/sd1/paper/1dce013ce76912f338e8/record.json deleted file mode 100644 index b1a8a752d1622be1de93f682cc9a328b3af152ec..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1dce013ce76912f338e8/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1dce013ce76912f338e8", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:05Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.11.0.h_upd", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/29d511234529dc18a7b1579ea239134073aa7be6db58281fc8b1189d1674d593.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "29d511234529dc18a7b1579ea239134073aa7be6db58281fc8b1189d1674d593", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1deeff56085a7c1280c5/interpretations.jsonl b/records/sd1/paper/1deeff56085a7c1280c5/interpretations.jsonl deleted file mode 100644 index 26310ff1665e95bb654dd4791a33c333d22870de..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1deeff56085a7c1280c5/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1deeff56085a7c1280c5"}, "kind": "caption", "value": "Vintage photo of a woman in a black tank top glancing sideways against teal-grey wall", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:45:09Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0c868fbbaebe3c1e"} -{"target": {"record": "1deeff56085a7c1280c5"}, "kind": "change", "value": "The front-facing tintype becomes a candid shot of a different woman with bare shoulders looking off to the right, with the plate border removed.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:45:09Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "f09591e643cb50ff"} -{"target": {"record": "1deeff56085a7c1280c5"}, "kind": "keywords", "value": ["candid portrait", "side glance", "tank top", "bare shoulders", "frameless"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:45:09Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "09c723e892f66ade"} -{"target": {"record": "1deeff56085a7c1280c5"}, "kind": "effect_tags", "value": ["new_composition", "framing", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:45:09Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "4b54e90100207148"} diff --git a/records/sd1/paper/1deeff56085a7c1280c5/measurements.json b/records/sd1/paper/1deeff56085a7c1280c5/measurements.json deleted file mode 100644 index 5b210690c41c0df480074f1a2074338f2cc642d1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1deeff56085a7c1280c5/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1deeff56085a7c1280c5", - "values": { - "cosine_distance": { - "value": 0.30677, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.353983, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.231921, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.179417, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 58.927, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00392, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 34.789, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1deeff56085a7c1280c5/output.webp b/records/sd1/paper/1deeff56085a7c1280c5/output.webp deleted file mode 100644 index 73e58ba960704c1b4200ce5a64fbb5f6d601f9bf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1deeff56085a7c1280c5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:674a08cafffa27e834df8a5a18638480af0e72f13a9155f83e0de8872806ab23 -size 21014 diff --git a/records/sd1/paper/1deeff56085a7c1280c5/record.json b/records/sd1/paper/1deeff56085a7c1280c5/record.json deleted file mode 100644 index b26652049a262e699972aee4df06cf09b2586cbe..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1deeff56085a7c1280c5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1deeff56085a7c1280c5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:07Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.attn2.to_out.1", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "mid", - "kind": "cross_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/b069312b5d414104fa9c3179129acfbccbed8b20db184fa7d85d60136472e4ad.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b069312b5d414104fa9c3179129acfbccbed8b20db184fa7d85d60136472e4ad", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1df518167a95de9dc496/measurements.json b/records/sd1/paper/1df518167a95de9dc496/measurements.json deleted file mode 100644 index b1795d9192c03e2a9c4f3b4ecd382d94afe44e40..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1df518167a95de9dc496/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1df518167a95de9dc496", - "values": { - "cosine_distance": { - "value": 0.133652, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.148778, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.130025, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.164017, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.813, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00659, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 14.437, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1df518167a95de9dc496/output.webp b/records/sd1/paper/1df518167a95de9dc496/output.webp deleted file mode 100644 index a9fb007b48079bb1a49e2d9dd84b52a659a8f8b0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1df518167a95de9dc496/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b883ae1b172b3458334b9ab48e9004b7b3875ae7992e8acb2a39722fddafdb59 -size 28430 diff --git a/records/sd1/paper/1df518167a95de9dc496/record.json b/records/sd1/paper/1df518167a95de9dc496/record.json deleted file mode 100644 index 13b4677e24fd6273b232fb74070703fee5130b86..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1df518167a95de9dc496/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1df518167a95de9dc496", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:44Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.1.transformer_blocks.0.ff.net.2", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.mid", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/4796511cef4b586006ad358a82e71450fbe30c56a489514ccc678d0a04b06e20.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "4796511cef4b586006ad358a82e71450fbe30c56a489514ccc678d0a04b06e20", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e09a5720324f13b5494/measurements.json b/records/sd1/paper/1e09a5720324f13b5494/measurements.json deleted file mode 100644 index d1a1e0f38b5e7c516f8fa46f080bd1fd08a07c47..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e09a5720324f13b5494/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1e09a5720324f13b5494", - "values": { - "cosine_distance": { - "value": 0.114657, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.12346, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.051451, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.065975, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.88, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00435, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 14.507, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e09a5720324f13b5494/output.webp b/records/sd1/paper/1e09a5720324f13b5494/output.webp deleted file mode 100644 index 9eb0ae117ee0b068f390a2b416ac15190412e491..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e09a5720324f13b5494/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0620ae6031349926e281f5ac1856d5441a16d87eaae9a32a542b1811ce77922c -size 28086 diff --git a/records/sd1/paper/1e09a5720324f13b5494/record.json b/records/sd1/paper/1e09a5720324f13b5494/record.json deleted file mode 100644 index 2f249b54ef53f87032ec0180c593bec8b550be76..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e09a5720324f13b5494/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1e09a5720324f13b5494", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:48Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.1.transformer_blocks.0.norm3", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "in.mid", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/ee390b8d8e754f81817b6ac95154d195d20fbd3e069ef863c19264354abdaed3.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "ee390b8d8e754f81817b6ac95154d195d20fbd3e069ef863c19264354abdaed3", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e1bd9e3af8640936146/measurements.json b/records/sd1/paper/1e1bd9e3af8640936146/measurements.json deleted file mode 100644 index b71177d0daa83151a87b96f1da85675fa68de8c5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e1bd9e3af8640936146/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1e1bd9e3af8640936146", - "values": { - "std": { - "value": 70.493, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0068, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 73.054, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.881129, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.84443, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.251194, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e1bd9e3af8640936146/output.webp b/records/sd1/paper/1e1bd9e3af8640936146/output.webp deleted file mode 100644 index e32f59461fd1f6f19f118acfd5dc996570f0797c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e1bd9e3af8640936146/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:85c6b076d0f2fdc8fb5e4273fd031e0eab760ac553dc291b61477b7213b84b76 -size 61514 diff --git a/records/sd1/paper/1e1bd9e3af8640936146/record.json b/records/sd1/paper/1e1bd9e3af8640936146/record.json deleted file mode 100644 index ab31f4d6b0a69deed99c274367c7387d1871591a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e1bd9e3af8640936146/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1e1bd9e3af8640936146", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:21:10Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "a floating orb", - "prompt_key": "fb15f7e4e0ae60c7" - }, - "bends": [ - { - "path": "input_blocks.2.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.hi", - "kind": "skip", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "Identity", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "103400deb9b8bb4de6ea" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_3_6_3.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e2004b248584af090fc/measurements.json b/records/sd1/paper/1e2004b248584af090fc/measurements.json deleted file mode 100644 index 775fb793c431a382ac4bfd711c1f050e8f326d9e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e2004b248584af090fc/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1e2004b248584af090fc", - "values": { - "cosine_distance": { - "value": 0.062234, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.092073, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.043447, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.05274, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 71.39, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00561, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 13.562, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e2004b248584af090fc/output.webp b/records/sd1/paper/1e2004b248584af090fc/output.webp deleted file mode 100644 index c2fbe771304ad42bc745418a7c53abd52650eb43..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e2004b248584af090fc/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:79ad8a4ff8775b45e5ade218182203bb03948727083a2b4ffa98167271484929 -size 24954 diff --git a/records/sd1/paper/1e2004b248584af090fc/record.json b/records/sd1/paper/1e2004b248584af090fc/record.json deleted file mode 100644 index 0c4aca1f7ad318333ae24780c3956f2e7cff8e3d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e2004b248584af090fc/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1e2004b248584af090fc", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:27Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.11.1.proj_in", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.hi", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/35ec697f50800d4be84a8fb30f99de1e04ee38e858365df46739716f3890d247.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "35ec697f50800d4be84a8fb30f99de1e04ee38e858365df46739716f3890d247", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e26eb0539ac890276f1/measurements.json b/records/sd1/paper/1e26eb0539ac890276f1/measurements.json deleted file mode 100644 index acc9507e41602603f34082793afc909ad0c38547..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e26eb0539ac890276f1/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1e26eb0539ac890276f1", - "values": { - "cosine_distance": { - "value": 0.066117, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.063553, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.039157, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.040689, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.504, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00629, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 9.953, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e26eb0539ac890276f1/output.webp b/records/sd1/paper/1e26eb0539ac890276f1/output.webp deleted file mode 100644 index 756ae742f11f8ef74540d1f511a6d551a4158872..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e26eb0539ac890276f1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c0f80aebbb51dc03526f648f2584ec662a78c3f4570cb04adb6346127630f47f -size 29614 diff --git a/records/sd1/paper/1e26eb0539ac890276f1/record.json b/records/sd1/paper/1e26eb0539ac890276f1/record.json deleted file mode 100644 index b5db2a61cac31822e3ba43e3e224af1be3449369..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e26eb0539ac890276f1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1e26eb0539ac890276f1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:08Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.11.0.out_layers.1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/d934412155d2afd1b6365e63a07e61a79fb0f0550fc6804cc0a3ed0cf0a9cac4.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "d934412155d2afd1b6365e63a07e61a79fb0f0550fc6804cc0a3ed0cf0a9cac4", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e378224add892d15001/measurements.json b/records/sd1/paper/1e378224add892d15001/measurements.json deleted file mode 100644 index 44282fa98cf2d4ccb413533fd37a4bbe2762483e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e378224add892d15001/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1e378224add892d15001", - "values": { - "cosine_distance": { - "value": 0.00786, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.010655, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.009626, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.007206, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.911, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00621, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.805, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e378224add892d15001/output.webp b/records/sd1/paper/1e378224add892d15001/output.webp deleted file mode 100644 index 97ac0383c161cc0151a3b606f1fdfbbb647762b6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e378224add892d15001/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a6f309c119d88b088033577f591d69dd28c21c84d228d489696c3f7101fab32c -size 27386 diff --git a/records/sd1/paper/1e378224add892d15001/record.json b/records/sd1/paper/1e378224add892d15001/record.json deleted file mode 100644 index 863d35ba85a79a771f0996eabfd581924e8d5d02..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e378224add892d15001/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1e378224add892d15001", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:40Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.transformer_blocks.0.norm3", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.mid", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/cc3b2ffba48fed3274acf90c8fd92282a264fa3acbdce336a33d44ea26e155f4.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "cc3b2ffba48fed3274acf90c8fd92282a264fa3acbdce336a33d44ea26e155f4", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e3fdd7289c15aa2d601/measurements.json b/records/sd1/paper/1e3fdd7289c15aa2d601/measurements.json deleted file mode 100644 index 771ca35b8cf9f41cf0f43fa124413b909218b387..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e3fdd7289c15aa2d601/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1e3fdd7289c15aa2d601", - "values": { - "std": { - "value": 32.683, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.02192, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 30.639, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.364274, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.212567, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.075953, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e3fdd7289c15aa2d601/output.webp b/records/sd1/paper/1e3fdd7289c15aa2d601/output.webp deleted file mode 100644 index 65624c59054f6371d7598872cfe5f15624aeb2b8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e3fdd7289c15aa2d601/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:51764a340d7ad6a6ba33e1a088f2f60642d069711047682daa1facd1bead31eb -size 23442 diff --git a/records/sd1/paper/1e3fdd7289c15aa2d601/record.json b/records/sd1/paper/1e3fdd7289c15aa2d601/record.json deleted file mode 100644 index 26037c9fa0bc690ba725758d79d994904f8015c3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e3fdd7289c15aa2d601/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1e3fdd7289c15aa2d601", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:21:04Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "unicorn", - "prompt_key": "f6af7152b80f28f6" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 0.0 - }, - "group": "out.lo", - "kind": "norm", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero", - "module_type": "LayerNorm", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "77d8a524e7f761ddc4f4" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_12_5_0.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e455b8b58f7001c59f5/measurements.json b/records/sd1/paper/1e455b8b58f7001c59f5/measurements.json deleted file mode 100644 index 206849c0c0b1e2b6f622f4b24ba414436b33f6da..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e455b8b58f7001c59f5/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1e455b8b58f7001c59f5", - "values": { - "cosine_distance": { - "value": 0.365807, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.34741, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.122301, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.126928, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.892, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01291, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 46.347, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e455b8b58f7001c59f5/output.webp b/records/sd1/paper/1e455b8b58f7001c59f5/output.webp deleted file mode 100644 index 8e09528b0c36402ac12948c6d731bcb1489abd0a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e455b8b58f7001c59f5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:55e4b0750fe82b7b0f54212f5f31c667548220de2eaa409617fda8e474361178 -size 25122 diff --git a/records/sd1/paper/1e455b8b58f7001c59f5/record.json b/records/sd1/paper/1e455b8b58f7001c59f5/record.json deleted file mode 100644 index 4f4a653475fe8f65edb4fe73aeb89d9101ca36ee..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e455b8b58f7001c59f5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1e455b8b58f7001c59f5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:33:49Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.0.in_layers.0", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/efbe2ae90355824e99f7963e2e361550e6e62efc64365f33e21622874382296e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "efbe2ae90355824e99f7963e2e361550e6e62efc64365f33e21622874382296e", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e52a1f6a13f7fe44464/measurements.json b/records/sd1/paper/1e52a1f6a13f7fe44464/measurements.json deleted file mode 100644 index 7095e35b361d30d3b74181024b664d9eab21203b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e52a1f6a13f7fe44464/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1e52a1f6a13f7fe44464", - "values": { - "std": { - "value": 63.415, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.02219, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 58.748, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.510528, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.621657, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.247655, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e52a1f6a13f7fe44464/output.webp b/records/sd1/paper/1e52a1f6a13f7fe44464/output.webp deleted file mode 100644 index 5c086f1c3503273620c0d80567df7e67c85dc8c2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e52a1f6a13f7fe44464/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:48a088ecd5ed142b4176eb0be92156f1f8d0477ed26e16e71971a7d04c6aa54b -size 40922 diff --git a/records/sd1/paper/1e52a1f6a13f7fe44464/record.json b/records/sd1/paper/1e52a1f6a13f7fe44464/record.json deleted file mode 100644 index fda7353bab790be4ff65d92800d71caf7d569a41..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e52a1f6a13f7fe44464/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1e52a1f6a13f7fe44464", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:20:11Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "A blue sports car in a showroom", - "prompt_key": "a99257c37b388fc1" - }, - "bends": [ - { - "path": "output_blocks.3.1.norm", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.lo", - "kind": "norm", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "GroupNorm", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "c2aef7ddb4b8f5648b3a" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_10_2_3.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e5441acade363f10597/measurements.json b/records/sd1/paper/1e5441acade363f10597/measurements.json deleted file mode 100644 index c70ec2cf8f97175c8de25bb9f1caf32c05b6d351..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e5441acade363f10597/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1e5441acade363f10597", - "values": { - "cosine_distance": { - "value": 0.402174, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.414508, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.41574, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.218502, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 61.817, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00612, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 46.449, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e5441acade363f10597/output.webp b/records/sd1/paper/1e5441acade363f10597/output.webp deleted file mode 100644 index 8606b224229e236a3e679fb0fa52fd709e0a5849..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e5441acade363f10597/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6b9cbf64065d6e312371d53b20e4d42c9d5d69a466a155c473dd566871e6f1f0 -size 27090 diff --git a/records/sd1/paper/1e5441acade363f10597/record.json b/records/sd1/paper/1e5441acade363f10597/record.json deleted file mode 100644 index 26588104b798ef6f364a7067089c11113d3a8078..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e5441acade363f10597/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1e5441acade363f10597", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:15Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.0.in_layers.1", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/8f085c510562b4f2a2e23f505fb895f61938ec77f37183fdee9e9f07ba6187b4.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "8f085c510562b4f2a2e23f505fb895f61938ec77f37183fdee9e9f07ba6187b4", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e5855d4e6e660f209ab/interpretations.jsonl b/records/sd1/paper/1e5855d4e6e660f209ab/interpretations.jsonl deleted file mode 100644 index 45c1ba42f54d7c6a9eefcec99f3b63f4335d9880..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e5855d4e6e660f209ab/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1e5855d4e6e660f209ab"}, "kind": "caption", "value": "Young woman with longer shoulder-length hair, near-monochrome high-contrast vintage portrait", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:00:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c2034e2146c9c4a4"} -{"target": {"record": "1e5855d4e6e660f209ab"}, "kind": "change", "value": "Her hair grows to shoulder length and the palette drains to near black-and-white, with crisper contrast and a scuffed print surface.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:00:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "51dab709410c8e35"} -{"target": {"record": "1e5855d4e6e660f209ab"}, "kind": "keywords", "value": ["monochrome portrait", "shoulder hair", "high contrast", "vintage"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:00:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0aaa4804e6663250"} -{"target": {"record": "1e5855d4e6e660f209ab"}, "kind": "effect_tags", "value": ["subject_kept", "desaturated", "high_contrast"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:00:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "fe8420c896b073c3"} diff --git a/records/sd1/paper/1e5855d4e6e660f209ab/measurements.json b/records/sd1/paper/1e5855d4e6e660f209ab/measurements.json deleted file mode 100644 index 24a1d8071015e32a06b78cb091385e3160e40828..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e5855d4e6e660f209ab/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1e5855d4e6e660f209ab", - "values": { - "cosine_distance": { - "value": 0.186991, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.212354, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.08055, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.160207, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 60.975, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00543, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 20.892, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e5855d4e6e660f209ab/output.webp b/records/sd1/paper/1e5855d4e6e660f209ab/output.webp deleted file mode 100644 index 2c7cb33fbe9def748650d1d8b148ede329f05b81..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e5855d4e6e660f209ab/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c2fa71c663569ebb3f479bc66ad6f534351a93efb369ed2b5f113bae96e1e606 -size 30724 diff --git a/records/sd1/paper/1e5855d4e6e660f209ab/record.json b/records/sd1/paper/1e5855d4e6e660f209ab/record.json deleted file mode 100644 index 01144e448ab2ef37c5bdee54a48da9c77e4028bb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e5855d4e6e660f209ab/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1e5855d4e6e660f209ab", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:40Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.0.skip_connection", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.lo", - "kind": "skip", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/b9fff915e855406d1b2ba3d4d93025c6f77632407652f39a975deaf6d8fe4e2a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b9fff915e855406d1b2ba3d4d93025c6f77632407652f39a975deaf6d8fe4e2a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e73ab1a38a832bc92f3/measurements.json b/records/sd1/paper/1e73ab1a38a832bc92f3/measurements.json deleted file mode 100644 index 8c68fa4e210b6ebb1b6a0da06fe7377166db53a5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e73ab1a38a832bc92f3/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1e73ab1a38a832bc92f3", - "values": { - "cosine_distance": { - "value": 0.133883, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.11148, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.07557, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.05814, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.726, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00599, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 16.855, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e73ab1a38a832bc92f3/output.webp b/records/sd1/paper/1e73ab1a38a832bc92f3/output.webp deleted file mode 100644 index 488f6568ccc13c91abe574fdda307c6e53187fdb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e73ab1a38a832bc92f3/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d67938917a0a49ea48e6f55dbc9ef7952fe439c35fbe4a5b3b49a083d74ca055 -size 25840 diff --git a/records/sd1/paper/1e73ab1a38a832bc92f3/record.json b/records/sd1/paper/1e73ab1a38a832bc92f3/record.json deleted file mode 100644 index 7a7210880c81a8c32ecc9a0652f0015c6c0c8c9b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e73ab1a38a832bc92f3/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1e73ab1a38a832bc92f3", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:12Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.transformer_blocks.0.attn1.to_out.1", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.lo", - "kind": "self_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/0cdf4f02e730809d18ed260763224e3632f448484927c5e4dd8eddc7fbbf604c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "0cdf4f02e730809d18ed260763224e3632f448484927c5e4dd8eddc7fbbf604c", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e98dab36c25b1af4c49/measurements.json b/records/sd1/paper/1e98dab36c25b1af4c49/measurements.json deleted file mode 100644 index 6cacb2317d82477162df2075f888c04f1ae7b84e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e98dab36c25b1af4c49/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1e98dab36c25b1af4c49", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": -0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.366, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00648, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e98dab36c25b1af4c49/output.webp b/records/sd1/paper/1e98dab36c25b1af4c49/output.webp deleted file mode 100644 index 27ca0f5033fd5be46d7b6f6ec3c180ea814eeb17..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e98dab36c25b1af4c49/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4b3662989ad7f065c8c9f61ae51efc70963c7f36666064c00ec298e85a98a37e -size 30794 diff --git a/records/sd1/paper/1e98dab36c25b1af4c49/record.json b/records/sd1/paper/1e98dab36c25b1af4c49/record.json deleted file mode 100644 index 6a7d2a139e19033688c60650b60e4181eead36e6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e98dab36c25b1af4c49/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1e98dab36c25b1af4c49", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:13Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.0.h_upd", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/06691957a7be9443e44d51bf783b3eeadd63a1a447281f0269e05c2811c8559c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "06691957a7be9443e44d51bf783b3eeadd63a1a447281f0269e05c2811c8559c", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e9b439b6e3938676882/measurements.json b/records/sd1/paper/1e9b439b6e3938676882/measurements.json deleted file mode 100644 index 65f98d9220a1b1caae09ca3a49691192673145cc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e9b439b6e3938676882/measurements.json +++ /dev/null @@ -1,39 +0,0 @@ -{ - "record": "1e9b439b6e3938676882", - "values": { - "std": { - "value": 69.202, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00168, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 34.159, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.396877, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.129924, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.134949, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e9b439b6e3938676882/output.webp b/records/sd1/paper/1e9b439b6e3938676882/output.webp deleted file mode 100644 index a4abb6a843101060439ce40c388c143d445fb9ba..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e9b439b6e3938676882/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2f2b7bd2bc4539ca8775c174fbdce05a1c2f75252773cf99bf8e8455c89cbad5 -size 35516 diff --git a/records/sd1/paper/1e9b439b6e3938676882/record.json b/records/sd1/paper/1e9b439b6e3938676882/record.json deleted file mode 100644 index bb09b580fbf19e1da2ea27ac108e995eb517a43e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e9b439b6e3938676882/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1e9b439b6e3938676882", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:11Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 456, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.proj_in", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.lo", - "kind": "proj", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "Conv2d", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "cc22cd9d1775f0bbd85b" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_7_3_2.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e9d606fea868cc5cb14/measurements.json b/records/sd1/paper/1e9d606fea868cc5cb14/measurements.json deleted file mode 100644 index 4480b4c565c1a5c0259834ca4f59d8760ffe669c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e9d606fea868cc5cb14/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1e9d606fea868cc5cb14", - "values": { - "cosine_distance": { - "value": 0.07611, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.051416, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.039804, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.065394, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.336, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00719, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 9.408, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1e9d606fea868cc5cb14/output.webp b/records/sd1/paper/1e9d606fea868cc5cb14/output.webp deleted file mode 100644 index 91bfca5e6466b2cf1d33af2f81a35079d649704c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e9d606fea868cc5cb14/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4800144de9f93f950ee2b40ec982f1c01ad5c0977b972d67584f109bf7696dd7 -size 28434 diff --git a/records/sd1/paper/1e9d606fea868cc5cb14/record.json b/records/sd1/paper/1e9d606fea868cc5cb14/record.json deleted file mode 100644 index b7e75eeb50f93294d3b875478fcf53fc0dfdc7a7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1e9d606fea868cc5cb14/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1e9d606fea868cc5cb14", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:59Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.1.transformer_blocks.0.attn2.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.hi", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/b393a48b6cea6cd6b16e0e02fc5255afe89fb9286f6991d2b6473d051d07e07c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b393a48b6cea6cd6b16e0e02fc5255afe89fb9286f6991d2b6473d051d07e07c", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1ead0f159b8b90d1a63b/interpretations.jsonl b/records/sd1/paper/1ead0f159b8b90d1a63b/interpretations.jsonl deleted file mode 100644 index 991e9b6660c722e1f94ee8314390cf4fe41a7bec..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ead0f159b8b90d1a63b/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1ead0f159b8b90d1a63b"}, "kind": "caption", "value": "Portrait of woman with slicked-back dark hair, black jacket over teal top, grey background", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:56:12Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "7f170ed364311b90"} -{"target": {"record": "1ead0f159b8b90d1a63b"}, "kind": "change", "value": "The woman's look changes: her hair is slicked back, her face is more defined, and she wears a black jacket over a teal top, which adds a small colour accent; the vintage border is gone.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:56:12Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "467a10b9fb3f446d"} -{"target": {"record": "1ead0f159b8b90d1a63b"}, "kind": "keywords", "value": ["slicked back hair", "teal top", "portrait variation", "identity change", "studio portrait"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:56:12Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "3f61d3ba37073898"} -{"target": {"record": "1ead0f159b8b90d1a63b"}, "kind": "effect_tags", "value": ["subject_kept", "framing", "colour_shift"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:56:12Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a9fcb8ea19b3a535"} diff --git a/records/sd1/paper/1ead0f159b8b90d1a63b/measurements.json b/records/sd1/paper/1ead0f159b8b90d1a63b/measurements.json deleted file mode 100644 index efce60be6b32183a6733808f7b360e1975a37415..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ead0f159b8b90d1a63b/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1ead0f159b8b90d1a63b", - "values": { - "cosine_distance": { - "value": 0.214769, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.201408, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.09915, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.081266, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.114, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00498, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 20.084, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1ead0f159b8b90d1a63b/output.webp b/records/sd1/paper/1ead0f159b8b90d1a63b/output.webp deleted file mode 100644 index e4786e4554c44b9db202751a647750682f357cc5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ead0f159b8b90d1a63b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1ef6bdebd4753775a9971bc4009afb4166e38e17b9b8436afc6343770a765b19 -size 19100 diff --git a/records/sd1/paper/1ead0f159b8b90d1a63b/record.json b/records/sd1/paper/1ead0f159b8b90d1a63b/record.json deleted file mode 100644 index a95b2440cb108c3453ec3afc841a920d75c58612..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ead0f159b8b90d1a63b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1ead0f159b8b90d1a63b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:24Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.transformer_blocks.0.attn2.to_out.1", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.lo", - "kind": "cross_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/6bd4b832c01dce8280ca888d78152f192d4886625eca23f69831c2c134feec08.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "6bd4b832c01dce8280ca888d78152f192d4886625eca23f69831c2c134feec08", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1eb0df32bffaa035dfc7/measurements.json b/records/sd1/paper/1eb0df32bffaa035dfc7/measurements.json deleted file mode 100644 index f24e94fb2866303c16400def917bdc0cd37f3043..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1eb0df32bffaa035dfc7/measurements.json +++ /dev/null @@ -1,39 +0,0 @@ -{ - "record": "1eb0df32bffaa035dfc7", - "values": { - "std": { - "value": 59.327, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00495, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 37.318, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.31559, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.256453, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.233014, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1eb0df32bffaa035dfc7/output.webp b/records/sd1/paper/1eb0df32bffaa035dfc7/output.webp deleted file mode 100644 index 21be45085e1be3c6d72aef8259a97c796c464fec..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1eb0df32bffaa035dfc7/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1a726787900f5db1c4aa36f1f6681c5776b08439caafd92cdd36bc50f1e3003e -size 21238 diff --git a/records/sd1/paper/1eb0df32bffaa035dfc7/record.json b/records/sd1/paper/1eb0df32bffaa035dfc7/record.json deleted file mode 100644 index caf6729edc15d5d1414876b8ad3f8b3362b62bc5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1eb0df32bffaa035dfc7/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1eb0df32bffaa035dfc7", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:50:37Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.1.norm", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.lo", - "kind": "norm", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "GroupNorm", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "d5c46eaa4b33a3b46e48" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_10_0_2.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1eb62e1418ed9faebf9f/measurements.json b/records/sd1/paper/1eb62e1418ed9faebf9f/measurements.json deleted file mode 100644 index e575bf27fdb1fd371ae7b40b2f5e01659eb3ccd5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1eb62e1418ed9faebf9f/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1eb62e1418ed9faebf9f", - "values": { - "cosine_distance": { - "value": 0.518958, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.5186, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.632208, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.377174, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.266, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01798, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 46.06, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1eb62e1418ed9faebf9f/output.webp b/records/sd1/paper/1eb62e1418ed9faebf9f/output.webp deleted file mode 100644 index 23fed5fd7289f9c7fc2bd6d18eedf58c20afd6db..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1eb62e1418ed9faebf9f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c248206d7c0e4e69aa8d0cf9c0ef782e72e912177f3d10afa3ef1850cbe30e09 -size 38968 diff --git a/records/sd1/paper/1eb62e1418ed9faebf9f/record.json b/records/sd1/paper/1eb62e1418ed9faebf9f/record.json deleted file mode 100644 index 63aa219deec7d471e341eef77c555912c2c63f07..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1eb62e1418ed9faebf9f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1eb62e1418ed9faebf9f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:50Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.ff.net.1", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.lo", - "kind": "ff", - "module_type": "Dropout", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/c09d0bf2e81278be863f636bd6589ca4bd70f551c7dc5a8ca57dc8c6f70f6f1b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "c09d0bf2e81278be863f636bd6589ca4bd70f551c7dc5a8ca57dc8c6f70f6f1b", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1ebbe45e864fd81a9874/interpretations.jsonl b/records/sd1/paper/1ebbe45e864fd81a9874/interpretations.jsonl deleted file mode 100644 index 18811c7b7b58509f3d1bf7c0ce9b159f9abdd987..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ebbe45e864fd81a9874/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1ebbe45e864fd81a9874"}, "kind": "caption", "value": "Young man with tousled dark hair in black collared shirt, grey-green vintage studio portrait.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:15Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "f8b5fe8349eb53fc"} -{"target": {"record": "1ebbe45e864fd81a9874"}, "kind": "change", "value": "The woman becomes a slim young man with fuller swept hair, while the pose, framing and muted palette stay nearly identical.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:15Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c2453975848e99e3"} -{"target": {"record": "1ebbe45e864fd81a9874"}, "kind": "keywords", "value": ["gender swap", "young man", "identity change", "vintage portrait"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:15Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "072a55f24448475e"} -{"target": {"record": "1ebbe45e864fd81a9874"}, "kind": "effect_tags", "value": ["subject_kept", "subtle"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:15Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "e9f9a917f9759c81"} diff --git a/records/sd1/paper/1ebbe45e864fd81a9874/measurements.json b/records/sd1/paper/1ebbe45e864fd81a9874/measurements.json deleted file mode 100644 index 154f13fc8926246ec5e2163361e30e84d30c537e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ebbe45e864fd81a9874/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1ebbe45e864fd81a9874", - "values": { - "cosine_distance": { - "value": 0.124409, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.137962, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.133082, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.136387, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.709, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0062, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 19.393, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1ebbe45e864fd81a9874/output.webp b/records/sd1/paper/1ebbe45e864fd81a9874/output.webp deleted file mode 100644 index 589352041b22c5a87f3b307a36bf43ac27e77a9e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ebbe45e864fd81a9874/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a7a66a3b3c7d709b1c010f79859dbf908012c75a999368ab3632d0c0cc28b824 -size 25998 diff --git a/records/sd1/paper/1ebbe45e864fd81a9874/record.json b/records/sd1/paper/1ebbe45e864fd81a9874/record.json deleted file mode 100644 index a6f2873d64575f49a1a948bcca91c778e1cf7440..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ebbe45e864fd81a9874/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1ebbe45e864fd81a9874", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:21Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.norm", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "mid", - "kind": "norm", - "module_type": "GroupNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/0fba039f50d9cbc0e7206e42acc7b2438144467a4a419392e41261ab7493f66d.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "0fba039f50d9cbc0e7206e42acc7b2438144467a4a419392e41261ab7493f66d", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1ed4cfbea5e10206fc6b/measurements.json b/records/sd1/paper/1ed4cfbea5e10206fc6b/measurements.json deleted file mode 100644 index 465606171e992388156105162aae386339482848..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ed4cfbea5e10206fc6b/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1ed4cfbea5e10206fc6b", - "values": { - "cosine_distance": { - "value": 0.008335, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.009845, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.006498, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.005932, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.606, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00622, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.813, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1ed4cfbea5e10206fc6b/output.webp b/records/sd1/paper/1ed4cfbea5e10206fc6b/output.webp deleted file mode 100644 index 76eb94c3f61fba646e4f73d9597350ef8cf188e8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ed4cfbea5e10206fc6b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d638139d3e083cc412b9b7115f2929d1531e14686c870a7887da3b6ec4595781 -size 27700 diff --git a/records/sd1/paper/1ed4cfbea5e10206fc6b/record.json b/records/sd1/paper/1ed4cfbea5e10206fc6b/record.json deleted file mode 100644 index 227f3c232d1f463621b0834bdb5b4b9af10e5c15..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ed4cfbea5e10206fc6b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1ed4cfbea5e10206fc6b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:34Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.1.proj_in", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.mid", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/bb338e06ecec9f95dafbc0125d6656654f1a64c541f8500f17afe35b34cdb6cd.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "bb338e06ecec9f95dafbc0125d6656654f1a64c541f8500f17afe35b34cdb6cd", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1edeaa2924d2b4a4d5f6/measurements.json b/records/sd1/paper/1edeaa2924d2b4a4d5f6/measurements.json deleted file mode 100644 index 289e9f2a11bb93f76fb35a2eaed1c3acd391ee8a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1edeaa2924d2b4a4d5f6/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1edeaa2924d2b4a4d5f6", - "values": { - "cosine_distance": { - "value": 0.094083, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.127595, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.067689, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.087079, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.97, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00602, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 11.742, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1edeaa2924d2b4a4d5f6/output.webp b/records/sd1/paper/1edeaa2924d2b4a4d5f6/output.webp deleted file mode 100644 index 1c2b4e7c4c6ce3e6052b7c582e7802cd81da43ff..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1edeaa2924d2b4a4d5f6/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5ec5fe37548dfba89fc0318144165351d42f582e15ee274776af722bb309a8cf -size 27690 diff --git a/records/sd1/paper/1edeaa2924d2b4a4d5f6/record.json b/records/sd1/paper/1edeaa2924d2b4a4d5f6/record.json deleted file mode 100644 index e4c8621e65cb365ba17a30db19575fd4980d4efc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1edeaa2924d2b4a4d5f6/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1edeaa2924d2b4a4d5f6", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:06Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.1.transformer_blocks.0.ff.net.0.proj", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.hi", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/017ee40bae095ed18f373b35c4b0ccce3a39617408df9a4b45f1684809edd163.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "017ee40bae095ed18f373b35c4b0ccce3a39617408df9a4b45f1684809edd163", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.GEGLU.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1eefcd46ca0a1ab366c2/measurements.json b/records/sd1/paper/1eefcd46ca0a1ab366c2/measurements.json deleted file mode 100644 index 90333311135e69778cd8dfd78044725f80d4633c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1eefcd46ca0a1ab366c2/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1eefcd46ca0a1ab366c2", - "values": { - "cosine_distance": { - "value": 0.101529, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.108763, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.068994, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.104926, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.521, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0042, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 14.598, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1eefcd46ca0a1ab366c2/output.webp b/records/sd1/paper/1eefcd46ca0a1ab366c2/output.webp deleted file mode 100644 index bbbb00d611e08b5aece3b95a2a6edbc2e6fdd3a0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1eefcd46ca0a1ab366c2/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:eec35eeff21033aae0331f12853538b8110def06b519c326ffd53b4107355036 -size 25530 diff --git a/records/sd1/paper/1eefcd46ca0a1ab366c2/record.json b/records/sd1/paper/1eefcd46ca0a1ab366c2/record.json deleted file mode 100644 index a8473cdda7d7d2c95b3d2eb09f14e44e4d4d95c3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1eefcd46ca0a1ab366c2/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1eefcd46ca0a1ab366c2", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:40Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.1.transformer_blocks.0.attn1.to_v", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/5b88724e37718314327fa529ad95f47be42ed64f4a5a5545452ce42a46405af9.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "5b88724e37718314327fa529ad95f47be42ed64f4a5a5545452ce42a46405af9", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1f071c71d99fd247be6b/interpretations.jsonl b/records/sd1/paper/1f071c71d99fd247be6b/interpretations.jsonl deleted file mode 100644 index 3d207e9cf66ac11d26468e458a9d25e24de0cc21..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f071c71d99fd247be6b/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1f071c71d99fd247be6b"}, "kind": "caption", "value": "Young woman with dark hair facing camera against plain grey-green backdrop, simpler, no frame", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:54:17Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ae0fd9b5c5b43162"} -{"target": {"record": "1f071c71d99fd247be6b"}, "kind": "change", "value": "The subject is kept but becomes more frontal and softer, and the cream print border mostly disappears, leaving a plainer, flatter backdrop.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:54:17Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "34da71039ff15d8e"} -{"target": {"record": "1f071c71d99fd247be6b"}, "kind": "keywords", "value": ["portrait", "no border", "frontal face", "soft smooth", "clean background"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:54:17Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "5af090de48cce2ee"} -{"target": {"record": "1f071c71d99fd247be6b"}, "kind": "effect_tags", "value": ["subject_kept", "framing", "subtle"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:54:17Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1cc1bf6fea18196c"} diff --git a/records/sd1/paper/1f071c71d99fd247be6b/measurements.json b/records/sd1/paper/1f071c71d99fd247be6b/measurements.json deleted file mode 100644 index f2ca96367e05cc7e506949f0972b2467ee4e55e6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f071c71d99fd247be6b/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1f071c71d99fd247be6b", - "values": { - "cosine_distance": { - "value": 0.091482, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.102065, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.036102, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.041012, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.43, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00455, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 13.176, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1f071c71d99fd247be6b/output.webp b/records/sd1/paper/1f071c71d99fd247be6b/output.webp deleted file mode 100644 index ad4cfe5df3ca895235fbdd0b175003176dfbcbc6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f071c71d99fd247be6b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:547172f8e24a14db5bce893c6120820928ba7b25137296394bb253b0597fb902 -size 28788 diff --git a/records/sd1/paper/1f071c71d99fd247be6b/record.json b/records/sd1/paper/1f071c71d99fd247be6b/record.json deleted file mode 100644 index 285c7108ed2c5cbbb99179b77c79e53e1b1734e2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f071c71d99fd247be6b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1f071c71d99fd247be6b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:55Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.0.out_layers.0", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/1942a49ea8e962200b0c8ba3ac73e1431e4fefa355fb49d4cc030365ee1733cb.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "1942a49ea8e962200b0c8ba3ac73e1431e4fefa355fb49d4cc030365ee1733cb", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1f34ede8b1ddf3e9ef7c/measurements.json b/records/sd1/paper/1f34ede8b1ddf3e9ef7c/measurements.json deleted file mode 100644 index 2b1a5590cbcce690681867e2b58cc22c9492245e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f34ede8b1ddf3e9ef7c/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1f34ede8b1ddf3e9ef7c", - "values": { - "cosine_distance": { - "value": 0.086602, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.070588, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.039008, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.064224, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.741, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00599, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 10.37, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1f34ede8b1ddf3e9ef7c/output.webp b/records/sd1/paper/1f34ede8b1ddf3e9ef7c/output.webp deleted file mode 100644 index e24c2af1d9f70fccb583ef68a7b9c4ad9d223011..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f34ede8b1ddf3e9ef7c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fc693faec635867becc14209d8c7753f9a092252a664718b83e4c9b24bde452e -size 25882 diff --git a/records/sd1/paper/1f34ede8b1ddf3e9ef7c/record.json b/records/sd1/paper/1f34ede8b1ddf3e9ef7c/record.json deleted file mode 100644 index 17ce4326269b8688738541fe39444e71f4e3668d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f34ede8b1ddf3e9ef7c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1f34ede8b1ddf3e9ef7c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:20Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.0.0.out_layers.3", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/7be19053123b9ce66d1bd6c651e6da377d249c95133561ff0033b769b970c4aa.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7be19053123b9ce66d1bd6c651e6da377d249c95133561ff0033b769b970c4aa", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1f5a197a1e4553805c0e/measurements.json b/records/sd1/paper/1f5a197a1e4553805c0e/measurements.json deleted file mode 100644 index 2a284602b0d3ad21a273e72b013451b356aee301..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f5a197a1e4553805c0e/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1f5a197a1e4553805c0e", - "values": { - "cosine_distance": { - "value": 0.361175, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.545127, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.780005, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.347143, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 26.098, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00648, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 40.627, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1f5a197a1e4553805c0e/output.webp b/records/sd1/paper/1f5a197a1e4553805c0e/output.webp deleted file mode 100644 index 94a4ff550d87ca0ba2df084e0f0fc0127702f836..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f5a197a1e4553805c0e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:14d7b2cea323d6549b0b12e2b4e2489bf330b0ebf7855011c9c20c60941d17a0 -size 18646 diff --git a/records/sd1/paper/1f5a197a1e4553805c0e/record.json b/records/sd1/paper/1f5a197a1e4553805c0e/record.json deleted file mode 100644 index cf5f8499d616983fbc54ee14d70b02522cdef6c9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f5a197a1e4553805c0e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1f5a197a1e4553805c0e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:33Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.lo", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/b9a9d49052f78bfe2e71d1a796781d615aa19e20bac783b5dbab6e695587c224.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b9a9d49052f78bfe2e71d1a796781d615aa19e20bac783b5dbab6e695587c224", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1f74192893cc93ed41a1/measurements.json b/records/sd1/paper/1f74192893cc93ed41a1/measurements.json deleted file mode 100644 index 200f3067496cf0b04ceb7dfebb9a5dc26df2e1e9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f74192893cc93ed41a1/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1f74192893cc93ed41a1", - "values": { - "std": { - "value": 57.868, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01376, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 64.316, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.557845, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.521284, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.148295, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1f74192893cc93ed41a1/output.webp b/records/sd1/paper/1f74192893cc93ed41a1/output.webp deleted file mode 100644 index 9a10a6a77b07178a1ce530cbbf6d24b671a6ee4c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f74192893cc93ed41a1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:436b45fc6ea7a5b87e390df47b62f2f1410537e75842ab495b339fc01e41bde7 -size 41074 diff --git a/records/sd1/paper/1f74192893cc93ed41a1/record.json b/records/sd1/paper/1f74192893cc93ed41a1/record.json deleted file mode 100644 index 29a4832794d877389d94e1e029813dcfbc106527..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f74192893cc93ed41a1/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1f74192893cc93ed41a1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:20:48Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Abstract geometric shapes, vibrant colors", - "prompt_key": "99ab7d3611efdf35" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.lo", - "kind": "norm", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "LayerNorm", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "226af1fc6b6fc62a7735" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_12_4_3.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1f756dfa5fcc38c099fb/measurements.json b/records/sd1/paper/1f756dfa5fcc38c099fb/measurements.json deleted file mode 100644 index fedf90fcd2f66755b15234e3a5aee6ac273013c2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f756dfa5fcc38c099fb/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1f756dfa5fcc38c099fb", - "values": { - "cosine_distance": { - "value": 0.029544, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.022796, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.022448, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.01543, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.263, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00646, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 5.389, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1f756dfa5fcc38c099fb/output.webp b/records/sd1/paper/1f756dfa5fcc38c099fb/output.webp deleted file mode 100644 index a02509d9190e03780d94285f62e64e1551a8fce6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f756dfa5fcc38c099fb/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:98219ec0b178b842e23c639368c4a192dd07172be678085b663be713c3ce150b -size 28672 diff --git a/records/sd1/paper/1f756dfa5fcc38c099fb/record.json b/records/sd1/paper/1f756dfa5fcc38c099fb/record.json deleted file mode 100644 index acfddf0ed8c6678bc86bd881257f71726c346924..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f756dfa5fcc38c099fb/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1f756dfa5fcc38c099fb", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:57Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.transformer_blocks.0.attn1.to_q", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/d80b4a9adf1cfa2ab9210d4264a5daea2dc57c6ed646f93c0fe81df0731e0399.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "d80b4a9adf1cfa2ab9210d4264a5daea2dc57c6ed646f93c0fe81df0731e0399", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1f7866d7248427cd1171/measurements.json b/records/sd1/paper/1f7866d7248427cd1171/measurements.json deleted file mode 100644 index b590ebaa84e653fde0f136f8ca99773adcd9a6a2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f7866d7248427cd1171/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1f7866d7248427cd1171", - "values": { - "cosine_distance": { - "value": 0.065562, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.055235, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.02923, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.037442, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.225, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00576, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 8.596, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1f7866d7248427cd1171/output.webp b/records/sd1/paper/1f7866d7248427cd1171/output.webp deleted file mode 100644 index 1c56ba4c79a406542e0e225a2e267b7f9fe62bfa..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f7866d7248427cd1171/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9a17b69eb73c3cf08e55206b5f772ca176c87125a3b36e4ac3bde7c9b26849af -size 25564 diff --git a/records/sd1/paper/1f7866d7248427cd1171/record.json b/records/sd1/paper/1f7866d7248427cd1171/record.json deleted file mode 100644 index 46c77f905619f672b69bfde17e0697aed49d1167..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f7866d7248427cd1171/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1f7866d7248427cd1171", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:21Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.0.0.skip_connection", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.lo", - "kind": "skip", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/6ad03aa2ff199889c3c4c9515a071235405026a1c039f41d7edc7ab217b36aa1.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "6ad03aa2ff199889c3c4c9515a071235405026a1c039f41d7edc7ab217b36aa1", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1f9709573a341d040e36/measurements.json b/records/sd1/paper/1f9709573a341d040e36/measurements.json deleted file mode 100644 index 4f7b38b66ec098777add9261f5a3e9dc88626f6d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f9709573a341d040e36/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1f9709573a341d040e36", - "values": { - "cosine_distance": { - "value": 0.153471, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.154451, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.065976, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.100447, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.493, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00498, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 17.284, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1f9709573a341d040e36/output.webp b/records/sd1/paper/1f9709573a341d040e36/output.webp deleted file mode 100644 index 126eab1662498faa0af2618d1809676be5d196fc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f9709573a341d040e36/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c61d8834612737899400b9f78b6f159a4f03a4caed40e881e0633d5164821e5b -size 29040 diff --git a/records/sd1/paper/1f9709573a341d040e36/record.json b/records/sd1/paper/1f9709573a341d040e36/record.json deleted file mode 100644 index de6154b95147b1b82bb9acb8ccdd18a75191580a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f9709573a341d040e36/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1f9709573a341d040e36", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:09Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.0.in_layers.2", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/a4d6442d68149f0b568cd29acfd850e9fd6f79b76bde6e09c3beac81469656fc.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "a4d6442d68149f0b568cd29acfd850e9fd6f79b76bde6e09c3beac81469656fc", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1f971086d66c322fb0db/measurements.json b/records/sd1/paper/1f971086d66c322fb0db/measurements.json deleted file mode 100644 index d0d6c56e8114e251ba336d5714e785619b715a7d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f971086d66c322fb0db/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1f971086d66c322fb0db", - "values": { - "cosine_distance": { - "value": 0.075758, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.087004, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.040355, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.047561, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.613, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00595, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 11.475, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1f971086d66c322fb0db/output.webp b/records/sd1/paper/1f971086d66c322fb0db/output.webp deleted file mode 100644 index da80e85bbc7ecd2db876bc531223cc742ee4f8e9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f971086d66c322fb0db/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6048ef2657ff0175a205564478b3a73722da41b422a616b723b8f93a2ba061d4 -size 29224 diff --git a/records/sd1/paper/1f971086d66c322fb0db/record.json b/records/sd1/paper/1f971086d66c322fb0db/record.json deleted file mode 100644 index 1ac9453f1d985d6fe5cbd3f67e5275fcfb2e0270..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f971086d66c322fb0db/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1f971086d66c322fb0db", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:58Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.0.emb_layers.0", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/d10d36dc386a985a4f16cec10ded94b8e2f831dd5c72d6846f7c61a3390d2a67.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "d10d36dc386a985a4f16cec10ded94b8e2f831dd5c72d6846f7c61a3390d2a67", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1f98bea30445ecc5ae0d/measurements.json b/records/sd1/paper/1f98bea30445ecc5ae0d/measurements.json deleted file mode 100644 index be420c318752fe3f3d00c185ad16583ffcce6c85..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f98bea30445ecc5ae0d/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1f98bea30445ecc5ae0d", - "values": { - "std": { - "value": 43.029, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0046, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 81.734, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.627527, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.398568, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.252548, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1f98bea30445ecc5ae0d/output.webp b/records/sd1/paper/1f98bea30445ecc5ae0d/output.webp deleted file mode 100644 index 509c93bba2308e4bd8b258e6df752b65c7c67c83..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f98bea30445ecc5ae0d/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:783bdced191a21909cf35827de4f73a67d1db723d7e911d888ba6dc1d43db2de -size 20110 diff --git a/records/sd1/paper/1f98bea30445ecc5ae0d/record.json b/records/sd1/paper/1f98bea30445ecc5ae0d/record.json deleted file mode 100644 index 2e8623c468ea1b3873d225b79c7a97327803c975..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f98bea30445ecc5ae0d/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1f98bea30445ecc5ae0d", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:19Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 789, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.3.0.op", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.hi", - "kind": "downsample", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "Conv2d", - "container": "Downsample" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "9ab58e1a0f0fbdbe1b94" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_4_4_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1f9cf823d809ddafb53e/measurements.json b/records/sd1/paper/1f9cf823d809ddafb53e/measurements.json deleted file mode 100644 index eebde5a47550f0b6f275e29f579a5feb8363a09e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f9cf823d809ddafb53e/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1f9cf823d809ddafb53e", - "values": { - "cosine_distance": { - "value": 0.086819, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.090201, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.040043, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.06335, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.756, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00588, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 11.957, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1f9cf823d809ddafb53e/output.webp b/records/sd1/paper/1f9cf823d809ddafb53e/output.webp deleted file mode 100644 index 58d4c7bbdc458a71bd82d70d4ebf4888b7ddb880..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f9cf823d809ddafb53e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b7e410f196e21e934fdc818d32435e337e8ffcb502a3c1f50f88a9573b1ad31d -size 29220 diff --git a/records/sd1/paper/1f9cf823d809ddafb53e/record.json b/records/sd1/paper/1f9cf823d809ddafb53e/record.json deleted file mode 100644 index d63ef64a5d7ebfa27b788f545a1ceabc80da81db..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1f9cf823d809ddafb53e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1f9cf823d809ddafb53e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:07Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.11.0.out_layers.0", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/5ad7f653d898015d79d0453c59732cfd92da0f8e6cde463ff8fa4fd2419c0da5.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "5ad7f653d898015d79d0453c59732cfd92da0f8e6cde463ff8fa4fd2419c0da5", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1fb4cb2a158152ef769f/measurements.json b/records/sd1/paper/1fb4cb2a158152ef769f/measurements.json deleted file mode 100644 index a7dd79e7e7432bf389d4c84f590e22750437c0b2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1fb4cb2a158152ef769f/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1fb4cb2a158152ef769f", - "values": { - "cosine_distance": { - "value": 0.087957, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.084724, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.03336, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.05779, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.546, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00404, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 12.48, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1fb4cb2a158152ef769f/output.webp b/records/sd1/paper/1fb4cb2a158152ef769f/output.webp deleted file mode 100644 index 9212893165b06e432914059050b5aa74dba48498..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1fb4cb2a158152ef769f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a35d46a059a1fe478a654ec0bd86ed6fbd75fc68be62e5b836bf2ad6a171a220 -size 29420 diff --git a/records/sd1/paper/1fb4cb2a158152ef769f/record.json b/records/sd1/paper/1fb4cb2a158152ef769f/record.json deleted file mode 100644 index 99427a61422947f233e1531196d348ae4a8970d8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1fb4cb2a158152ef769f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1fb4cb2a158152ef769f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:09Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.1.transformer_blocks.0.attn2.to_out.0", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.hi", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/7ef909167d3034ef37a1fced8e99c9f4f462e33dc5313c3445d131daae2e8546.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7ef909167d3034ef37a1fced8e99c9f4f462e33dc5313c3445d131daae2e8546", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1fb5167a8b724584bb12/measurements.json b/records/sd1/paper/1fb5167a8b724584bb12/measurements.json deleted file mode 100644 index ef6d157082295a6f1b2b16e979c0d03a4598a6ec..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1fb5167a8b724584bb12/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "1fb5167a8b724584bb12", - "values": { - "std": { - "value": 72.229, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00763, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 21.164, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.160967, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.086042, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.096352, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1fb5167a8b724584bb12/output.webp b/records/sd1/paper/1fb5167a8b724584bb12/output.webp deleted file mode 100644 index c38be73ce8e8796684e66bae2fae3c5942bbba7f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1fb5167a8b724584bb12/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:957058a2f32bff8c20e7cbe1ea0e271a1da843a121d6bc74d3f7cb24cbbe8436 -size 33036 diff --git a/records/sd1/paper/1fb5167a8b724584bb12/record.json b/records/sd1/paper/1fb5167a8b724584bb12/record.json deleted file mode 100644 index 6af9fa75d04611fa2c8b41f177abb8b9b37c07a2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1fb5167a8b724584bb12/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "1fb5167a8b724584bb12", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:31Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 786, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.3.0.op", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.hi", - "kind": "downsample", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "Conv2d", - "container": "Downsample" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "bf0726ee79d520e2e457" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_4_5_2.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/1fe231b98fcee213ab8f/measurements.json b/records/sd1/paper/1fe231b98fcee213ab8f/measurements.json deleted file mode 100644 index 9144e82e5f1013bf190162ce407bbac7900d1bfe..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1fe231b98fcee213ab8f/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1fe231b98fcee213ab8f", - "values": { - "cosine_distance": { - "value": 0.200237, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.183123, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.142744, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.257831, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 68.9, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00514, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 20.039, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1fe231b98fcee213ab8f/output.webp b/records/sd1/paper/1fe231b98fcee213ab8f/output.webp deleted file mode 100644 index 28237dae29860b5a811bf39fa66050306b3ca63b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1fe231b98fcee213ab8f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a8117fdeafbde49cbb0857eb29b2724b5567a7461da4e67305d8471d336623d7 -size 29244 diff --git a/records/sd1/paper/1fe231b98fcee213ab8f/record.json b/records/sd1/paper/1fe231b98fcee213ab8f/record.json deleted file mode 100644 index 20e60d5505f8ccc42feb5f3b57cc0fbfaf9ef27e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1fe231b98fcee213ab8f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1fe231b98fcee213ab8f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:17Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.0.out_layers.3", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/551b48a39240a3e497396c3ac92e4512e3b53cd6834cfacda3dbe396f499bcb9.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "551b48a39240a3e497396c3ac92e4512e3b53cd6834cfacda3dbe396f499bcb9", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1fe3f278717fdda797c4/interpretations.jsonl b/records/sd1/paper/1fe3f278717fdda797c4/interpretations.jsonl deleted file mode 100644 index eb2d302f12bad607d5d05acf392464ceefc10870..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1fe3f278717fdda797c4/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1fe3f278717fdda797c4"}, "kind": "caption", "value": "Dense mosaic of small black, white and coloured brush fragments filling frame", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:29:10Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "296255014b0287fc"} -{"target": {"record": "1fe3f278717fdda797c4"}, "kind": "change", "value": "The portrait is replaced by a busy all-over pattern of tiny black, white and colourful shard-like marks, with no subject left.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:29:10Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "b97c2f3cb7279ba2"} -{"target": {"record": "1fe3f278717fdda797c4"}, "kind": "keywords", "value": ["mosaic fragments", "busy pattern", "abstract noise", "brushstroke shards"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:29:10Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "8f2fd4aced24ec75"} -{"target": {"record": "1fe3f278717fdda797c4"}, "kind": "effect_tags", "value": ["abstract", "subject_lost", "fragmented", "pattern", "texture", "degenerate"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:29:10Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "4d38b5ce92887543"} diff --git a/records/sd1/paper/1fe3f278717fdda797c4/measurements.json b/records/sd1/paper/1fe3f278717fdda797c4/measurements.json deleted file mode 100644 index a380b9322b7033f5210a0f0c287423346843cbb5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1fe3f278717fdda797c4/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "1fe3f278717fdda797c4", - "values": { - "cosine_distance": { - "value": 0.78664, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.735481, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.916008, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.501633, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 93.822, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.02563, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 90.543, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1fe3f278717fdda797c4/output.webp b/records/sd1/paper/1fe3f278717fdda797c4/output.webp deleted file mode 100644 index 3fbcbbe9aaa76895284f097c7b17493499738636..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1fe3f278717fdda797c4/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:607607038be9db4b13429e2ac01ab0698bcd474fa0f23c488fa386826da70ec5 -size 76944 diff --git a/records/sd1/paper/1fe3f278717fdda797c4/record.json b/records/sd1/paper/1fe3f278717fdda797c4/record.json deleted file mode 100644 index c26243ef2f7fee96533f6cb5e1cbb5930c3180e0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1fe3f278717fdda797c4/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1fe3f278717fdda797c4", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:24Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.transformer_blocks.0.ff.net.1", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.hi", - "kind": "ff", - "module_type": "Dropout", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/e6530d574bfb10231ac9423a4cc71aa8bdea87c2582c3caf69de16b66e86231a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e6530d574bfb10231ac9423a4cc71aa8bdea87c2582c3caf69de16b66e86231a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1feea6fabb8a23f2c251/interpretations.jsonl b/records/sd1/paper/1feea6fabb8a23f2c251/interpretations.jsonl deleted file mode 100644 index 97617b0a955a2f29eae6f564a47bf760a5328fba..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1feea6fabb8a23f2c251/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "1feea6fabb8a23f2c251"}, "kind": "caption", "value": "Colour photo of a young woman with straight brown hair, green turtleneck, outdoor blurred greenery", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:44:49Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "b74f1db9bb7039a5"} -{"target": {"record": "1feea6fabb8a23f2c251"}, "kind": "change", "value": "The studio tintype becomes a natural-colour outdoor photo of a different woman with long straight hair, earring and green turtleneck before a bokeh park background.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:44:49Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "f91429b5ec3d8675"} -{"target": {"record": "1feea6fabb8a23f2c251"}, "kind": "keywords", "value": ["outdoor portrait", "bokeh background", "natural colour", "turtleneck", "new scene"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:44:49Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "295f82a03ff924a1"} -{"target": {"record": "1feea6fabb8a23f2c251"}, "kind": "effect_tags", "value": ["new_composition", "colour_shift", "style_change", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:44:49Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "de40ef39542ef60d"} diff --git a/records/sd1/paper/1feea6fabb8a23f2c251/measurements.json b/records/sd1/paper/1feea6fabb8a23f2c251/measurements.json deleted file mode 100644 index df5cc016363dea6a7298e9e35cd6643de1d88cb3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1feea6fabb8a23f2c251/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1feea6fabb8a23f2c251", - "values": { - "cosine_distance": { - "value": 0.341348, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.416082, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.308389, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.158658, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.204, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00301, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 39.556, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1feea6fabb8a23f2c251/output.webp b/records/sd1/paper/1feea6fabb8a23f2c251/output.webp deleted file mode 100644 index 08adad9de41373951635c79bdf606a9b9d3b294b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1feea6fabb8a23f2c251/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:8219f9cc11198d7d077e2a147dab96dbcdcb98dc5431972e11602a65cd60e940 -size 29972 diff --git a/records/sd1/paper/1feea6fabb8a23f2c251/record.json b/records/sd1/paper/1feea6fabb8a23f2c251/record.json deleted file mode 100644 index e4d48ebf080d9825c49b900c35d8f64b7f3823d5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1feea6fabb8a23f2c251/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1feea6fabb8a23f2c251", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:26Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.mid", - "kind": "skip", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/c1c42587cba0660e5ecb5b2b3981dfe583b9505540a111f748edf09805186767.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "c1c42587cba0660e5ecb5b2b3981dfe583b9505540a111f748edf09805186767", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1ff06c3b9291948f960f/measurements.json b/records/sd1/paper/1ff06c3b9291948f960f/measurements.json deleted file mode 100644 index afc6b5bd3ecc76fe89d46ec5df044a454fd34603..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ff06c3b9291948f960f/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1ff06c3b9291948f960f", - "values": { - "cosine_distance": { - "value": 0.313578, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.341766, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.300335, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.194071, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.764, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00511, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 38.652, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1ff06c3b9291948f960f/output.webp b/records/sd1/paper/1ff06c3b9291948f960f/output.webp deleted file mode 100644 index 84c999c08ffb2f981558853c8f053fdfbbcca4ed..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ff06c3b9291948f960f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:21e5e687e6797c1ad0b00d9d1d16751df53de53ea1008d712b4be41742b00d97 -size 21174 diff --git a/records/sd1/paper/1ff06c3b9291948f960f/record.json b/records/sd1/paper/1ff06c3b9291948f960f/record.json deleted file mode 100644 index 6462da658845c244c5a541ad8f12e8f4b6e5a10c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ff06c3b9291948f960f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1ff06c3b9291948f960f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:41Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.1.transformer_blocks.0.attn1.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/81848ea9a689633e535b1a038f7cbac1cfeda56071466ba38052db7dcd2ef2da.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "81848ea9a689633e535b1a038f7cbac1cfeda56071466ba38052db7dcd2ef2da", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1ff4db6d03305b431eeb/measurements.json b/records/sd1/paper/1ff4db6d03305b431eeb/measurements.json deleted file mode 100644 index 0ddd465cd53124ccd1cc83291b79d38258f6cfd6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ff4db6d03305b431eeb/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "1ff4db6d03305b431eeb", - "values": { - "cosine_distance": { - "value": 0.305794, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.338427, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.273646, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.17611, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 53.853, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00516, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 33.393, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/1ff4db6d03305b431eeb/output.webp b/records/sd1/paper/1ff4db6d03305b431eeb/output.webp deleted file mode 100644 index 5d526c01432de886fa330ac93d67b979d7ff583b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ff4db6d03305b431eeb/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f68410c33205163528e3887fae094d4e0481791584816cc6134f13ae31417e0f -size 25156 diff --git a/records/sd1/paper/1ff4db6d03305b431eeb/record.json b/records/sd1/paper/1ff4db6d03305b431eeb/record.json deleted file mode 100644 index 561eda6a68331e8ed0ffbd37a44c4f1576478a1f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/1ff4db6d03305b431eeb/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "1ff4db6d03305b431eeb", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:15Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.transformer_blocks.0.attn1.to_q", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/129cb84fad1d9c06b3a3c56778fa81ede19dd368372dda96d37eacce13deca27.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "129cb84fad1d9c06b3a3c56778fa81ede19dd368372dda96d37eacce13deca27", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2012ccfb751feeb9ec7a/measurements.json b/records/sd1/paper/2012ccfb751feeb9ec7a/measurements.json deleted file mode 100644 index 2c955c8bb026658d8bca933ef53e4d15ad9f5ce6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2012ccfb751feeb9ec7a/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2012ccfb751feeb9ec7a", - "values": { - "cosine_distance": { - "value": 0.063111, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.061931, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.032374, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.029459, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.053, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00624, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 8.692, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2012ccfb751feeb9ec7a/output.webp b/records/sd1/paper/2012ccfb751feeb9ec7a/output.webp deleted file mode 100644 index cef07a59998cafe194aced1fea15c134d93d25dd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2012ccfb751feeb9ec7a/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3c36b457ace73a4547c1f6332adaaf8d1c02ede30b90d6b16b0abcf07f9d2fa2 -size 24818 diff --git a/records/sd1/paper/2012ccfb751feeb9ec7a/record.json b/records/sd1/paper/2012ccfb751feeb9ec7a/record.json deleted file mode 100644 index 23c8564892b2592710e7aa9f5b44252d1e9e2512..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2012ccfb751feeb9ec7a/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2012ccfb751feeb9ec7a", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:03Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.0.out_layers.1", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/94ecd23162fc697cde8bbf6364fa929193fe066bd854a7ea7c9aef746ce8df71.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "94ecd23162fc697cde8bbf6364fa929193fe066bd854a7ea7c9aef746ce8df71", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/202bf646bebd2f9a7504/measurements.json b/records/sd1/paper/202bf646bebd2f9a7504/measurements.json deleted file mode 100644 index 1fef399c47d8b7cb97bcb966fcd8d949e5b46141..0000000000000000000000000000000000000000 --- a/records/sd1/paper/202bf646bebd2f9a7504/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "202bf646bebd2f9a7504", - "values": { - "cosine_distance": { - "value": 0.002173, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.001782, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.000841, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.001235, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.516, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00637, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.66, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/202bf646bebd2f9a7504/output.webp b/records/sd1/paper/202bf646bebd2f9a7504/output.webp deleted file mode 100644 index 0b7ade370dc8fe9885a8c4195b60a559f60bd841..0000000000000000000000000000000000000000 --- a/records/sd1/paper/202bf646bebd2f9a7504/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0b4df04b02898258037c15af5b68bf0c5b43531496bc28112d02bd0d1c19a237 -size 28490 diff --git a/records/sd1/paper/202bf646bebd2f9a7504/record.json b/records/sd1/paper/202bf646bebd2f9a7504/record.json deleted file mode 100644 index 92fe13c530fc6da40fe3bb62b37b7215104ccf94..0000000000000000000000000000000000000000 --- a/records/sd1/paper/202bf646bebd2f9a7504/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "202bf646bebd2f9a7504", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:48Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.11.0.in_layers.2", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/ed24cf48ebee99590ea20d2aa9bfc916899a3510523a6dd252543b9c754a1718.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "ed24cf48ebee99590ea20d2aa9bfc916899a3510523a6dd252543b9c754a1718", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/203142f7896843837100/measurements.json b/records/sd1/paper/203142f7896843837100/measurements.json deleted file mode 100644 index 60f9cebe0561118228737f2b8ad182d2726873c6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/203142f7896843837100/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "203142f7896843837100", - "values": { - "cosine_distance": { - "value": 0.510161, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.569601, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.651644, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.282148, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 51.861, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00663, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 45.699, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/203142f7896843837100/output.webp b/records/sd1/paper/203142f7896843837100/output.webp deleted file mode 100644 index dcd4d61420023d62bb2f8db565b8a6f0f3f77d2a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/203142f7896843837100/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:38e5d1bac184cc982a5f1e70fd861bb890b5e9926631eacc757604d730749393 -size 36754 diff --git a/records/sd1/paper/203142f7896843837100/record.json b/records/sd1/paper/203142f7896843837100/record.json deleted file mode 100644 index 0b7cd5f332fb763208949a54f3995e71f6568d62..0000000000000000000000000000000000000000 --- a/records/sd1/paper/203142f7896843837100/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "203142f7896843837100", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:40Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.1.transformer_blocks.0.norm3", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.lo", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/58722ade356fc2dcce0657222bf08b34321231cce640e31074274d8379ccd4c9.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "58722ade356fc2dcce0657222bf08b34321231cce640e31074274d8379ccd4c9", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/20375374d7fef92e15fd/measurements.json b/records/sd1/paper/20375374d7fef92e15fd/measurements.json deleted file mode 100644 index 0dcb45c88a41422d5c662dffd973b25f6cdc337a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20375374d7fef92e15fd/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "20375374d7fef92e15fd", - "values": { - "cosine_distance": { - "value": 0.099377, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.130339, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.076052, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.053159, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 58.956, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00289, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 14.823, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/20375374d7fef92e15fd/output.webp b/records/sd1/paper/20375374d7fef92e15fd/output.webp deleted file mode 100644 index 95d2918b2d84330aa8073b104b77be268fcbc9f6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20375374d7fef92e15fd/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7500da84545353e917f35907ab1cd3f016e2288f807a9307220ee7758b6faf1a -size 24014 diff --git a/records/sd1/paper/20375374d7fef92e15fd/record.json b/records/sd1/paper/20375374d7fef92e15fd/record.json deleted file mode 100644 index 574ae2af9db3379af956b105856bfe6301c7981a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20375374d7fef92e15fd/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "20375374d7fef92e15fd", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:15Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.0.emb_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/6999ac7d81d9d3e2091427906319c8e4009df016b740855036669d7129e4329d.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "6999ac7d81d9d3e2091427906319c8e4009df016b740855036669d7129e4329d", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2047d5d8d66ac8e199a4/measurements.json b/records/sd1/paper/2047d5d8d66ac8e199a4/measurements.json deleted file mode 100644 index 888f737f1d6fc10a361f4ecb856288a8a56ce9ab..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2047d5d8d66ac8e199a4/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2047d5d8d66ac8e199a4", - "values": { - "cosine_distance": { - "value": 0.57295, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.506371, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.511362, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.296998, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.183, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00744, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 57.484, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2047d5d8d66ac8e199a4/output.webp b/records/sd1/paper/2047d5d8d66ac8e199a4/output.webp deleted file mode 100644 index cc6fb25e29dec9075c1795709138dbff60f3292a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2047d5d8d66ac8e199a4/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f3482043502729ab5c48e0edd5ef154b4f400344d84a0b77abc8f78ce55904d2 -size 32096 diff --git a/records/sd1/paper/2047d5d8d66ac8e199a4/record.json b/records/sd1/paper/2047d5d8d66ac8e199a4/record.json deleted file mode 100644 index b048145d92fb532a561245e2425dbe682f0516b8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2047d5d8d66ac8e199a4/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2047d5d8d66ac8e199a4", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:03Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.transformer_blocks.0.attn2.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/968fd0f1dd980dad4055a93f8536af511bacf907917ff750ec36e85f895144ea.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "968fd0f1dd980dad4055a93f8536af511bacf907917ff750ec36e85f895144ea", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/205f5483fd5014adc8b4/measurements.json b/records/sd1/paper/205f5483fd5014adc8b4/measurements.json deleted file mode 100644 index 7eb7ef5f88fb5b5295e048780c8916d2b867c5c9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/205f5483fd5014adc8b4/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "205f5483fd5014adc8b4", - "values": { - "cosine_distance": { - "value": 0.094359, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.104081, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.066396, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.0783, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 73.147, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00657, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 13.703, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/205f5483fd5014adc8b4/output.webp b/records/sd1/paper/205f5483fd5014adc8b4/output.webp deleted file mode 100644 index c9189860fe4fd6d6ff1603feb46ec2633e4ccfc5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/205f5483fd5014adc8b4/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:ec5f368425846eb8164f70b8ee69d6c316b06c3b4bdd8d2a9bde31ae710cf1d3 -size 25672 diff --git a/records/sd1/paper/205f5483fd5014adc8b4/record.json b/records/sd1/paper/205f5483fd5014adc8b4/record.json deleted file mode 100644 index 7ad15a127afff373989bd5ca4d0519426bea9ae3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/205f5483fd5014adc8b4/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "205f5483fd5014adc8b4", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:37Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.1.transformer_blocks.0.attn1.to_k", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/f1734ba890f40163546403dc54b8131a62733716b5d8eb4744dea7168a1048e5.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "f1734ba890f40163546403dc54b8131a62733716b5d8eb4744dea7168a1048e5", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2062f3acd36711e9609f/measurements.json b/records/sd1/paper/2062f3acd36711e9609f/measurements.json deleted file mode 100644 index 76851fb19f511be168d34663d3e4bfb842864c36..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2062f3acd36711e9609f/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2062f3acd36711e9609f", - "values": { - "cosine_distance": { - "value": 0.134848, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.142552, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.043619, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.04368, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 70.635, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00604, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 20.679, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2062f3acd36711e9609f/output.webp b/records/sd1/paper/2062f3acd36711e9609f/output.webp deleted file mode 100644 index 5c78276397d65990257110d2a320ed59f779e581..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2062f3acd36711e9609f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:8c0d16e45269bc1b08e821af275647514473e6bcb89487b17981338f96f6d337 -size 32564 diff --git a/records/sd1/paper/2062f3acd36711e9609f/record.json b/records/sd1/paper/2062f3acd36711e9609f/record.json deleted file mode 100644 index cdce6734f3a5746d4f934e76e57a19670c0d98af..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2062f3acd36711e9609f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2062f3acd36711e9609f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:35Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.proj_out", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.lo", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/460b6c29eaa8e2ad71187b2a139f9901d0ac6405f1ef7f72fc3ea8254e70a054.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "460b6c29eaa8e2ad71187b2a139f9901d0ac6405f1ef7f72fc3ea8254e70a054", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/206d93041c0663d06f40/measurements.json b/records/sd1/paper/206d93041c0663d06f40/measurements.json deleted file mode 100644 index e0b85beb35150f42d9a73a403019595166f8bdcf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/206d93041c0663d06f40/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "206d93041c0663d06f40", - "values": { - "cosine_distance": { - "value": 0.227246, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.286498, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.551094, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.354363, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 42.566, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00694, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 26.661, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/206d93041c0663d06f40/output.webp b/records/sd1/paper/206d93041c0663d06f40/output.webp deleted file mode 100644 index 5c0afe33c9373e196ad7c8c7cf7c44f8ca6e7ab1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/206d93041c0663d06f40/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:29c29d8ddf7f4f464e9de52d27c7e4832eabeab857f28d1007e480e015541ee9 -size 27604 diff --git a/records/sd1/paper/206d93041c0663d06f40/record.json b/records/sd1/paper/206d93041c0663d06f40/record.json deleted file mode 100644 index 2ec057b2803e35d32e6ac2506879d05d7e4422a5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/206d93041c0663d06f40/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "206d93041c0663d06f40", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:01Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.norm3", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.lo", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/6530161d0273207b20f49ae24f9a7ffc74f5564aaa2023ffc6985889e3ac468a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "6530161d0273207b20f49ae24f9a7ffc74f5564aaa2023ffc6985889e3ac468a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2076f97cafbdfa301110/measurements.json b/records/sd1/paper/2076f97cafbdfa301110/measurements.json deleted file mode 100644 index 41830adddb6fe2b8b9f96cb048dd0e4f477a28ae..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2076f97cafbdfa301110/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "2076f97cafbdfa301110", - "values": { - "std": { - "value": 81.072, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01049, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 46.082, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.391416, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.134828, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.051063, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2076f97cafbdfa301110/output.webp b/records/sd1/paper/2076f97cafbdfa301110/output.webp deleted file mode 100644 index 3b3422881876b9c2a86a80ac55f1aa59f4f7419b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2076f97cafbdfa301110/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:72fa502cc0237c33995897c1e01890aacddb9b530e55c6dadb963d9e35c6d8a7 -size 24334 diff --git a/records/sd1/paper/2076f97cafbdfa301110/record.json b/records/sd1/paper/2076f97cafbdfa301110/record.json deleted file mode 100644 index ae67384e91b7b4c1df4181ac1c8708e53387d98b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2076f97cafbdfa301110/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "2076f97cafbdfa301110", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:20:41Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Abstract geometric shapes, vibrant colors", - "prompt_key": "99ab7d3611efdf35" - }, - "bends": [ - { - "path": "input_blocks.5.1.proj_in", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.mid", - "kind": "proj", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "Conv2d", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "226af1fc6b6fc62a7735" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_6_4_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/2078060ff69688467670/measurements.json b/records/sd1/paper/2078060ff69688467670/measurements.json deleted file mode 100644 index 4e6e55ace37b0d26c5b17c7e510f0937bd07f3e2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2078060ff69688467670/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2078060ff69688467670", - "values": { - "cosine_distance": { - "value": 0.028221, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.026825, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.017479, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.031444, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.493, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00617, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 6.74, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2078060ff69688467670/output.webp b/records/sd1/paper/2078060ff69688467670/output.webp deleted file mode 100644 index c006803bd35274f1d94634cac8376e25b094c0a8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2078060ff69688467670/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3844c85b6ca5f9993e5e3052c4d414b8a9d39a2ffbb9a9499541442926d0541f -size 27402 diff --git a/records/sd1/paper/2078060ff69688467670/record.json b/records/sd1/paper/2078060ff69688467670/record.json deleted file mode 100644 index a6968232fd3824960bb79bda2124cc3044569a2d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2078060ff69688467670/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2078060ff69688467670", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:23Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.transformer_blocks.0.attn2.to_k", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/829bd5bf9a4fb9c50cc5cddeff01817f291fb0212907a49a9308032fd8dcf3e8.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "829bd5bf9a4fb9c50cc5cddeff01817f291fb0212907a49a9308032fd8dcf3e8", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/207831a111075ea872ff/measurements.json b/records/sd1/paper/207831a111075ea872ff/measurements.json deleted file mode 100644 index 40930180986a585809c9f07b883bb37a79dd3f95..0000000000000000000000000000000000000000 --- a/records/sd1/paper/207831a111075ea872ff/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "207831a111075ea872ff", - "values": { - "std": { - "value": 45.673, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00613, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 39.429, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.528394, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.730439, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.286879, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/207831a111075ea872ff/output.webp b/records/sd1/paper/207831a111075ea872ff/output.webp deleted file mode 100644 index 1c36c306643f793e0e777d8c17a142baab73db9a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/207831a111075ea872ff/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:bf807f170f9c74fe4c5f3df6267f34f2f73f99f8e60074fb7a76fdd7cdf4315c -size 18632 diff --git a/records/sd1/paper/207831a111075ea872ff/record.json b/records/sd1/paper/207831a111075ea872ff/record.json deleted file mode 100644 index 45d2580ab387d3fff4312ddca91658e699a27dc8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/207831a111075ea872ff/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "207831a111075ea872ff", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:14Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 456, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 0.0 - }, - "group": "out.lo", - "kind": "norm", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero", - "module_type": "LayerNorm", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "cc22cd9d1775f0bbd85b" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_11_3_0.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/209e9b9546142f10359d/measurements.json b/records/sd1/paper/209e9b9546142f10359d/measurements.json deleted file mode 100644 index 77fe2d9908dae612d260fd37a0da9276c59f182a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/209e9b9546142f10359d/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "209e9b9546142f10359d", - "values": { - "cosine_distance": { - "value": 0.038679, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.027837, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.018545, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.053803, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.73, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00616, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 6.248, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/209e9b9546142f10359d/output.webp b/records/sd1/paper/209e9b9546142f10359d/output.webp deleted file mode 100644 index ff5d6ecd9fa070d8a656e81a00cfe4b633c941f1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/209e9b9546142f10359d/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e2c77b90c2a8244af3b8d664f3df111a12eee5e870fb12df4eda8652b6c0fdfe -size 26962 diff --git a/records/sd1/paper/209e9b9546142f10359d/record.json b/records/sd1/paper/209e9b9546142f10359d/record.json deleted file mode 100644 index ded5a2bd8fa10401ea2a647d7230dedaa4bdabcb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/209e9b9546142f10359d/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "209e9b9546142f10359d", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:20Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.transformer_blocks.0.attn2.to_k", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.lo", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/f949bcebd7a7c2138a3a2774e31308ffb7c7f9eac5f7ca0d7b72428290e89a2c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "f949bcebd7a7c2138a3a2774e31308ffb7c7f9eac5f7ca0d7b72428290e89a2c", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/20b9925ed6c8cf81b3b9/measurements.json b/records/sd1/paper/20b9925ed6c8cf81b3b9/measurements.json deleted file mode 100644 index e56d98bb0403a7174c801cec33cb86d727e655a5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20b9925ed6c8cf81b3b9/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "20b9925ed6c8cf81b3b9", - "values": { - "cosine_distance": { - "value": 0.335152, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.374794, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.29802, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.162578, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 72.31, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0053, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 40.808, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/20b9925ed6c8cf81b3b9/output.webp b/records/sd1/paper/20b9925ed6c8cf81b3b9/output.webp deleted file mode 100644 index 069799fc66c752a93186cd046cb600e4752ddf59..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20b9925ed6c8cf81b3b9/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d555914de9953a6c55fb735a5c47a88bd158869c352a4b0d3d4516881c80d7eb -size 32608 diff --git a/records/sd1/paper/20b9925ed6c8cf81b3b9/record.json b/records/sd1/paper/20b9925ed6c8cf81b3b9/record.json deleted file mode 100644 index cf9e73eceb621971fe62d6f663e7ae6cd5e0169b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20b9925ed6c8cf81b3b9/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "20b9925ed6c8cf81b3b9", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:15Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.transformer_blocks.0.attn2.to_q", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.lo", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/0d2c05164ba49d38fb2c0a72e558d1fa2a8a9fb3021a99da4171cbefd0e38440.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "0d2c05164ba49d38fb2c0a72e558d1fa2a8a9fb3021a99da4171cbefd0e38440", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/20c0bcabc43d56c8c4f1/measurements.json b/records/sd1/paper/20c0bcabc43d56c8c4f1/measurements.json deleted file mode 100644 index f59061a557c0bd90465f6f4dc8211d1816556e32..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20c0bcabc43d56c8c4f1/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "20c0bcabc43d56c8c4f1", - "values": { - "cosine_distance": { - "value": 0.000163, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.000299, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.000239, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.000503, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.445, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00648, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 1.935, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/20c0bcabc43d56c8c4f1/output.webp b/records/sd1/paper/20c0bcabc43d56c8c4f1/output.webp deleted file mode 100644 index 5ea04acbb7352104f8e2f63a03a06fc4226e1a55..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20c0bcabc43d56c8c4f1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f4a2c48f21093d1c7dcfa5de51686f85b96d4a97e446d6121548650ba2c19f5b -size 26522 diff --git a/records/sd1/paper/20c0bcabc43d56c8c4f1/record.json b/records/sd1/paper/20c0bcabc43d56c8c4f1/record.json deleted file mode 100644 index 79656327a9bf7e12be89f38b20fc6c482da8fae1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20c0bcabc43d56c8c4f1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "20c0bcabc43d56c8c4f1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:58Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.norm2", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.lo", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/75d08b600824f92306d9e7a55629de4df063373aa499084593d849b3ea82f2d7.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "75d08b600824f92306d9e7a55629de4df063373aa499084593d849b3ea82f2d7", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/20ca8c4c15e66a8c5e11/measurements.json b/records/sd1/paper/20ca8c4c15e66a8c5e11/measurements.json deleted file mode 100644 index 7382ee9940e273d7b436e36f943cd6b4460c87f8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20ca8c4c15e66a8c5e11/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "20ca8c4c15e66a8c5e11", - "values": { - "std": { - "value": 58.248, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0115, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 53.873, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.714818, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.917164, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.368091, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/20ca8c4c15e66a8c5e11/output.webp b/records/sd1/paper/20ca8c4c15e66a8c5e11/output.webp deleted file mode 100644 index ce275844bb0a5ef6e8b12ddc2aacd152636bee39..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20ca8c4c15e66a8c5e11/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2a543ac79cea4aadc6458e7cd6b14d61732baefefb27750508f769a596ff36a1 -size 74586 diff --git a/records/sd1/paper/20ca8c4c15e66a8c5e11/record.json b/records/sd1/paper/20ca8c4c15e66a8c5e11/record.json deleted file mode 100644 index 43db759c3bf9e151bb47c9fe75ff08df289d1b9b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20ca8c4c15e66a8c5e11/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "20ca8c4c15e66a8c5e11", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:20:53Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "unicorn", - "prompt_key": "f6af7152b80f28f6" - }, - "bends": [ - { - "path": "input_blocks.2.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 0.0 - }, - "group": "in.hi", - "kind": "skip", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero", - "module_type": "Identity", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "77d8a524e7f761ddc4f4" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_3_5_0.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/20de62eb8661924a17a7/interpretations.jsonl b/records/sd1/paper/20de62eb8661924a17a7/interpretations.jsonl deleted file mode 100644 index ca899c28815b96a8932cf924d782bb0611520b64..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20de62eb8661924a17a7/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "20de62eb8661924a17a7"}, "kind": "caption", "value": "Vintage plate portrait of a young person with dark bob, slightly more androgynous", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:42:37Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ee983466225bb058"} -{"target": {"record": "20de62eb8661924a17a7"}, "kind": "change", "value": "Nearly identical, with a slightly more androgynous face and a bit more contrast in the shadows.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:42:37Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "b6b0d3ed64c7f7c4"} -{"target": {"record": "20de62eb8661924a17a7"}, "kind": "keywords", "value": ["vintage portrait", "tintype", "androgynous", "near identical"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:42:37Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "2c9fad6e70f9c903"} -{"target": {"record": "20de62eb8661924a17a7"}, "kind": "effect_tags", "value": ["subject_kept", "subtle"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:42:37Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "d020022725c9bd66"} diff --git a/records/sd1/paper/20de62eb8661924a17a7/measurements.json b/records/sd1/paper/20de62eb8661924a17a7/measurements.json deleted file mode 100644 index 96fab3df41f2b8b733ed168f21acc30d2fbd5aa1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20de62eb8661924a17a7/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "20de62eb8661924a17a7", - "values": { - "cosine_distance": { - "value": 0.070348, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.075318, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.047197, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.033446, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.198, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00585, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 9.847, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/20de62eb8661924a17a7/output.webp b/records/sd1/paper/20de62eb8661924a17a7/output.webp deleted file mode 100644 index 442a32a5c8dfb092b013bbac88dcbf35e763da81..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20de62eb8661924a17a7/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2b3929eb010f6918277c9ccb52f2603f1f46ab1ca665bda3919c4ed658d910c7 -size 24796 diff --git a/records/sd1/paper/20de62eb8661924a17a7/record.json b/records/sd1/paper/20de62eb8661924a17a7/record.json deleted file mode 100644 index fa0a73b9d82b602cafc01d4b46432dc51097beee..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20de62eb8661924a17a7/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "20de62eb8661924a17a7", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:49Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.0.in_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "in.mid", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/61cb8e7d4e616d057a479f7eed7c28c8248c104833fb7401f7afa7c067e806f2.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "61cb8e7d4e616d057a479f7eed7c28c8248c104833fb7401f7afa7c067e806f2", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/20dfe1d124040a7bdab1/measurements.json b/records/sd1/paper/20dfe1d124040a7bdab1/measurements.json deleted file mode 100644 index d219bbe00830a5421d390a48d5a7ab8f76b6c57d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20dfe1d124040a7bdab1/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "20dfe1d124040a7bdab1", - "values": { - "cosine_distance": { - "value": 0.165114, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.185101, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.062772, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.072282, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.923, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00458, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 21.528, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/20dfe1d124040a7bdab1/output.webp b/records/sd1/paper/20dfe1d124040a7bdab1/output.webp deleted file mode 100644 index c5d81d95fbe49dd311e401c7f6fd0a0ba6fab524..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20dfe1d124040a7bdab1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0277b047b5f271b7306028de730111900a9433eadaa2d5164ef0289987cd6a7c -size 32940 diff --git a/records/sd1/paper/20dfe1d124040a7bdab1/record.json b/records/sd1/paper/20dfe1d124040a7bdab1/record.json deleted file mode 100644 index 41e74e6e28353cdb3419045507f8e6246480642a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20dfe1d124040a7bdab1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "20dfe1d124040a7bdab1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:20Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.0.out_layers.3", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "mid", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/319c3d54ecbe183ec91fce21ddfa1c064de6c147c1cec309fabec867c4a724bd.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "319c3d54ecbe183ec91fce21ddfa1c064de6c147c1cec309fabec867c4a724bd", - "type_path": "UNetModel.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/20e03a9c3ded0f93d9fb/interpretations.jsonl b/records/sd1/paper/20e03a9c3ded0f93d9fb/interpretations.jsonl deleted file mode 100644 index 5c3d4ab8c4565fb75c8bc2c50253cc4c314c294f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20e03a9c3ded0f93d9fb/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "20e03a9c3ded0f93d9fb"}, "kind": "caption", "value": "Vintage tintype-style portrait of a young woman with short dark bob and black shirt", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "436bd0ea7299eed1"} -{"target": {"record": "20e03a9c3ded0f93d9fb"}, "kind": "change", "value": "Almost no visible change, only very slight differences in facial shading.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "86ac57b775b91a78"} -{"target": {"record": "20e03a9c3ded0f93d9fb"}, "kind": "keywords", "value": ["portrait", "vintage photo", "short bob", "minimal change"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "be4830db77909117"} -{"target": {"record": "20e03a9c3ded0f93d9fb"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "5b8abf1f1afed26c"} diff --git a/records/sd1/paper/20e03a9c3ded0f93d9fb/measurements.json b/records/sd1/paper/20e03a9c3ded0f93d9fb/measurements.json deleted file mode 100644 index 45b2be5fa5f6d6975e940d5a85531b5260bdfec1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20e03a9c3ded0f93d9fb/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "20e03a9c3ded0f93d9fb", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": -0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.432, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00645, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/20e03a9c3ded0f93d9fb/output.webp b/records/sd1/paper/20e03a9c3ded0f93d9fb/output.webp deleted file mode 100644 index 2bab4746e60ee60542014a5a4795f9685c831c8e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20e03a9c3ded0f93d9fb/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fa05a54229c507875fe1ebf77c01037b00d5f1218255c44f6ced287cd5115c3b -size 27634 diff --git a/records/sd1/paper/20e03a9c3ded0f93d9fb/record.json b/records/sd1/paper/20e03a9c3ded0f93d9fb/record.json deleted file mode 100644 index 9958e6fc2fd8d4c9d01fcbbd6efc379536a72413..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20e03a9c3ded0f93d9fb/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "20e03a9c3ded0f93d9fb", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:29Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.2.0.h_upd", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/d9cee925b8bc462650771ed3660e18bb9ebdd11f58aa1f3c60c54e92602777a3.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "d9cee925b8bc462650771ed3660e18bb9ebdd11f58aa1f3c60c54e92602777a3", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/20f163dcc7aab0585272/interpretations.jsonl b/records/sd1/paper/20f163dcc7aab0585272/interpretations.jsonl deleted file mode 100644 index 6fbcdb7b2fdb23f46e8da78de2027623c496eed5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20f163dcc7aab0585272/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "20f163dcc7aab0585272"}, "kind": "caption", "value": "Muted vintage portrait of a short-haired young woman in black on a grey-green backdrop", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:33Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "9b072f7fab88e151"} -{"target": {"record": "20f163dcc7aab0585272"}, "kind": "change", "value": "Almost no visible change; the image is essentially identical to the original.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:33Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c6752e14a0d1b6db"} -{"target": {"record": "20f163dcc7aab0585272"}, "kind": "keywords", "value": ["vintage portrait", "short hair woman", "muted tones", "no change"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:33Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "e87ab20d42e1c5ed"} -{"target": {"record": "20f163dcc7aab0585272"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:33Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "098b52b4f838434f"} diff --git a/records/sd1/paper/20f163dcc7aab0585272/measurements.json b/records/sd1/paper/20f163dcc7aab0585272/measurements.json deleted file mode 100644 index fab09a0f897fcc394b1834ca1b8967da7077d461..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20f163dcc7aab0585272/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "20f163dcc7aab0585272", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": -0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.366, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00648, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/20f163dcc7aab0585272/output.webp b/records/sd1/paper/20f163dcc7aab0585272/output.webp deleted file mode 100644 index 27ca0f5033fd5be46d7b6f6ec3c180ea814eeb17..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20f163dcc7aab0585272/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4b3662989ad7f065c8c9f61ae51efc70963c7f36666064c00ec298e85a98a37e -size 30794 diff --git a/records/sd1/paper/20f163dcc7aab0585272/record.json b/records/sd1/paper/20f163dcc7aab0585272/record.json deleted file mode 100644 index c35d9ed8220f91c5d410ff226daeaa5e7bb55ab4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/20f163dcc7aab0585272/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "20f163dcc7aab0585272", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:56Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.0.h_upd", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/b0cee9c4cf80f631bed2978ec0cc602ca0311da289c774e844a25b4b67db469b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b0cee9c4cf80f631bed2978ec0cc602ca0311da289c774e844a25b4b67db469b", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2115aeee03866b0713c8/measurements.json b/records/sd1/paper/2115aeee03866b0713c8/measurements.json deleted file mode 100644 index e880409e8a01f085d2a5483d054dba7af9a4db32..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2115aeee03866b0713c8/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "2115aeee03866b0713c8", - "values": { - "cosine_distance": { - "value": 0.09409, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.078697, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.056191, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.058294, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.779, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00537, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 11.128, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2115aeee03866b0713c8/output.webp b/records/sd1/paper/2115aeee03866b0713c8/output.webp deleted file mode 100644 index c6bca480d77a62a91606ece80ad42f7d6979a1af..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2115aeee03866b0713c8/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0436a4287bd91aa2539786aecad88141c5b4a3dbce0e4c72d8813392db197936 -size 25610 diff --git a/records/sd1/paper/2115aeee03866b0713c8/record.json b/records/sd1/paper/2115aeee03866b0713c8/record.json deleted file mode 100644 index b7a2fa8ba323b6713f6ed2a9a0b5b1a09f7906e4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2115aeee03866b0713c8/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2115aeee03866b0713c8", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:53Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.0.out_layers.1", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "in.mid", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/a2f9b44e45614b674597e2eed770654fe299c902dddaec315155955e627e2976.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "a2f9b44e45614b674597e2eed770654fe299c902dddaec315155955e627e2976", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/211964a72767de0568f1/measurements.json b/records/sd1/paper/211964a72767de0568f1/measurements.json deleted file mode 100644 index f8b7a4ff885437ecb6c8ec403642605225125fe4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/211964a72767de0568f1/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "211964a72767de0568f1", - "values": { - "cosine_distance": { - "value": 0.088325, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.083831, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.026784, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.06802, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.969, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00629, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 11.918, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/211964a72767de0568f1/output.webp b/records/sd1/paper/211964a72767de0568f1/output.webp deleted file mode 100644 index 4cd11df4ef013a86848869ff1ce2a9dec189587c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/211964a72767de0568f1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c18c1f9c1668d7bda7c62d9191e773f66918c5eb59385b22aabc4ec5b99310fb -size 30010 diff --git a/records/sd1/paper/211964a72767de0568f1/record.json b/records/sd1/paper/211964a72767de0568f1/record.json deleted file mode 100644 index cbb464f8576b876c444a9a2f0d9adfc77a1f9a38..0000000000000000000000000000000000000000 --- a/records/sd1/paper/211964a72767de0568f1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "211964a72767de0568f1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:53Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.2.0.emb_layers.1", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Linear", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/fb213eeab9b0f9e1aa18fae1b01aaefd780739193ceb9432e52c6f452f529d49.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "fb213eeab9b0f9e1aa18fae1b01aaefd780739193ceb9432e52c6f452f529d49", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/211cfd4838eae77551c8/interpretations.jsonl b/records/sd1/paper/211cfd4838eae77551c8/interpretations.jsonl deleted file mode 100644 index 080fa6e30316537683bb363e161159f739cf1370..0000000000000000000000000000000000000000 --- a/records/sd1/paper/211cfd4838eae77551c8/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "211cfd4838eae77551c8"}, "kind": "caption", "value": "Muted vintage portrait of a short-haired young woman in black on a grey-green backdrop", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:33Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "d148fc4062699b14"} -{"target": {"record": "211cfd4838eae77551c8"}, "kind": "change", "value": "Almost no visible change; pose, lighting, palette and framing all match the original.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:33Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "29af653115a83bf2"} -{"target": {"record": "211cfd4838eae77551c8"}, "kind": "keywords", "value": ["vintage portrait", "short hair woman", "muted tones", "no change"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:33Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ef0db188b70845f4"} -{"target": {"record": "211cfd4838eae77551c8"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:33Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "9529a14cde7fa7f7"} diff --git a/records/sd1/paper/211cfd4838eae77551c8/measurements.json b/records/sd1/paper/211cfd4838eae77551c8/measurements.json deleted file mode 100644 index 81d275ee1f2b0c5421784a68c5dde324ee59e22c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/211cfd4838eae77551c8/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "211cfd4838eae77551c8", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": -0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.432, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00645, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/211cfd4838eae77551c8/output.webp b/records/sd1/paper/211cfd4838eae77551c8/output.webp deleted file mode 100644 index 2bab4746e60ee60542014a5a4795f9685c831c8e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/211cfd4838eae77551c8/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fa05a54229c507875fe1ebf77c01037b00d5f1218255c44f6ced287cd5115c3b -size 27634 diff --git a/records/sd1/paper/211cfd4838eae77551c8/record.json b/records/sd1/paper/211cfd4838eae77551c8/record.json deleted file mode 100644 index 84ea965ab2d4ad2497f35df49d16e99b07bc2309..0000000000000000000000000000000000000000 --- a/records/sd1/paper/211cfd4838eae77551c8/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "211cfd4838eae77551c8", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:43Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.10.0.h_upd", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/09fa636794f9b889af4964c5983d2db4afd93cbf1cfa18f342ddc74f4a7c2f87.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "09fa636794f9b889af4964c5983d2db4afd93cbf1cfa18f342ddc74f4a7c2f87", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2134e84c51cf5a375223/measurements.json b/records/sd1/paper/2134e84c51cf5a375223/measurements.json deleted file mode 100644 index d1201c70e6896a5cb8b020b2864ddfcd825fd726..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2134e84c51cf5a375223/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2134e84c51cf5a375223", - "values": { - "cosine_distance": { - "value": 0.844867, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.737929, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.903337, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.531295, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 98.402, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.03243, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 96.972, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2134e84c51cf5a375223/output.webp b/records/sd1/paper/2134e84c51cf5a375223/output.webp deleted file mode 100644 index 6dbe6884c6a37ed808e00f4d67f2c2d80e844d99..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2134e84c51cf5a375223/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c27cd59305bb65a0c200d8867d1e1bc062743fcd69a8d5fe028dd41f01263e5c -size 79302 diff --git a/records/sd1/paper/2134e84c51cf5a375223/record.json b/records/sd1/paper/2134e84c51cf5a375223/record.json deleted file mode 100644 index 84ad40cc9a877c6c1b205d461b0ab1473aaa47a5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2134e84c51cf5a375223/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2134e84c51cf5a375223", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:28Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.1.transformer_blocks.0.norm3", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.hi", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/f9522a4f79b9cbea3b1a903b178c75f9c821b413d5ba5f5b56c2eb10ff3d4a45.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "f9522a4f79b9cbea3b1a903b178c75f9c821b413d5ba5f5b56c2eb10ff3d4a45", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/213644f5b46cca9e92bd/interpretations.jsonl b/records/sd1/paper/213644f5b46cca9e92bd/interpretations.jsonl deleted file mode 100644 index f59f3dcdea9282339289e71adee460716387e371..0000000000000000000000000000000000000000 --- a/records/sd1/paper/213644f5b46cca9e92bd/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "213644f5b46cca9e92bd"}, "kind": "caption", "value": "Young woman with short dark hair, slightly smoother face, grey-green framed backdrop", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:54:32Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0ce2b6082501255c"} -{"target": {"record": "213644f5b46cca9e92bd"}, "kind": "change", "value": "Almost no visible change, apart from slightly smoother skin and a marginally shifted pose.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:54:32Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "bdbd6c6e1d5d88c5"} -{"target": {"record": "213644f5b46cca9e92bd"}, "kind": "keywords", "value": ["portrait", "near identical", "smooth skin"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:54:32Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "08bd561422e64053"} -{"target": {"record": "213644f5b46cca9e92bd"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:54:32Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c9d2e921d386392f"} diff --git a/records/sd1/paper/213644f5b46cca9e92bd/measurements.json b/records/sd1/paper/213644f5b46cca9e92bd/measurements.json deleted file mode 100644 index aa98ecdf0912d90cd153277cda59b34c778facce..0000000000000000000000000000000000000000 --- a/records/sd1/paper/213644f5b46cca9e92bd/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "213644f5b46cca9e92bd", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": -0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.432, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00645, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/213644f5b46cca9e92bd/output.webp b/records/sd1/paper/213644f5b46cca9e92bd/output.webp deleted file mode 100644 index 2bab4746e60ee60542014a5a4795f9685c831c8e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/213644f5b46cca9e92bd/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fa05a54229c507875fe1ebf77c01037b00d5f1218255c44f6ced287cd5115c3b -size 27634 diff --git a/records/sd1/paper/213644f5b46cca9e92bd/record.json b/records/sd1/paper/213644f5b46cca9e92bd/record.json deleted file mode 100644 index 6d61e78ab5912c250eb4f8fce32fa5028f1270a1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/213644f5b46cca9e92bd/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "213644f5b46cca9e92bd", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:57Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.0.h_upd", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/7aba9d2da84c748af0f26c1845f5f97cb3094a3cda086670e78c88bf53aae938.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7aba9d2da84c748af0f26c1845f5f97cb3094a3cda086670e78c88bf53aae938", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21378b0699a13277f5ce/measurements.json b/records/sd1/paper/21378b0699a13277f5ce/measurements.json deleted file mode 100644 index 00df6f6c0f00482cca92ea86d2a0be14d4a1e562..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21378b0699a13277f5ce/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "21378b0699a13277f5ce", - "values": { - "cosine_distance": { - "value": 0.04149, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.031948, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.020914, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.059914, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.141, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00605, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 6.609, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21378b0699a13277f5ce/output.webp b/records/sd1/paper/21378b0699a13277f5ce/output.webp deleted file mode 100644 index 0920cc2e85938ec70c729607b1e1ee1a71a02965..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21378b0699a13277f5ce/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0c8ff03d2db7277727ddabdbc767d8bf46942ed695146f4d97c2941002aec091 -size 27402 diff --git a/records/sd1/paper/21378b0699a13277f5ce/record.json b/records/sd1/paper/21378b0699a13277f5ce/record.json deleted file mode 100644 index 4c244fd08be10c6a04da76636a69698b0985f8ac..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21378b0699a13277f5ce/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "21378b0699a13277f5ce", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:22Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.transformer_blocks.0.norm1", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.lo", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/b2f1068333fdb4407967d662e2093cb4386dd4c4e0c2461fa9648dbbcba91c63.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b2f1068333fdb4407967d662e2093cb4386dd4c4e0c2461fa9648dbbcba91c63", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/213cd424a782bb47e308/measurements.json b/records/sd1/paper/213cd424a782bb47e308/measurements.json deleted file mode 100644 index 917c57bbde2ae83320a32b5d36309b6ddaadf352..0000000000000000000000000000000000000000 --- a/records/sd1/paper/213cd424a782bb47e308/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "213cd424a782bb47e308", - "values": { - "cosine_distance": { - "value": 0.010586, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.008156, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.005867, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.006874, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.282, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00639, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.84, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/213cd424a782bb47e308/output.webp b/records/sd1/paper/213cd424a782bb47e308/output.webp deleted file mode 100644 index 60ac9d464b22f587fafb848d33f02a61a82eaba7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/213cd424a782bb47e308/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3ba7b84db20416084b6f2040c91fcf0fbcd422780fcd1fba452e419253c4c7a6 -size 28260 diff --git a/records/sd1/paper/213cd424a782bb47e308/record.json b/records/sd1/paper/213cd424a782bb47e308/record.json deleted file mode 100644 index 6b6e3e616558a997a7f560b89dc7c59238bd7216..0000000000000000000000000000000000000000 --- a/records/sd1/paper/213cd424a782bb47e308/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "213cd424a782bb47e308", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:23Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.transformer_blocks.0.ff.net.0.proj", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.hi", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/a192304ab3fd1eef5fcb9794e8bf4606354e5922b3577938e52ae12e3af5517f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "a192304ab3fd1eef5fcb9794e8bf4606354e5922b3577938e52ae12e3af5517f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.GEGLU.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/213f0fc2d6fff7acaa5b/measurements.json b/records/sd1/paper/213f0fc2d6fff7acaa5b/measurements.json deleted file mode 100644 index 3eb641a8de3dbf149fca6a5ff7e2c8a52ddbf462..0000000000000000000000000000000000000000 --- a/records/sd1/paper/213f0fc2d6fff7acaa5b/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "213f0fc2d6fff7acaa5b", - "values": { - "cosine_distance": { - "value": 0.053332, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.037646, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.02087, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.043427, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.469, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00708, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 7.144, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/213f0fc2d6fff7acaa5b/output.webp b/records/sd1/paper/213f0fc2d6fff7acaa5b/output.webp deleted file mode 100644 index db6af591340a9f1ef5c38993430f145b9b3ff001..0000000000000000000000000000000000000000 --- a/records/sd1/paper/213f0fc2d6fff7acaa5b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:ded81a8407f1a6fea12d42e31855d68e13b7e2f6f84e6ec9cb336c9ea8b9c40c -size 27084 diff --git a/records/sd1/paper/213f0fc2d6fff7acaa5b/record.json b/records/sd1/paper/213f0fc2d6fff7acaa5b/record.json deleted file mode 100644 index 0aab0c1e5b711bd3c539b588ba546de3bca10258..0000000000000000000000000000000000000000 --- a/records/sd1/paper/213f0fc2d6fff7acaa5b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "213f0fc2d6fff7acaa5b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:54Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.0.in_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/b8a0ce455ab456b42f6c7782f687a56359aee71db7934dfc916c58dd33e8f334.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b8a0ce455ab456b42f6c7782f687a56359aee71db7934dfc916c58dd33e8f334", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21463d09ed02a10ee6eb/interpretations.jsonl b/records/sd1/paper/21463d09ed02a10ee6eb/interpretations.jsonl deleted file mode 100644 index 3b2fa677414128f0f617852ca8790d8865c6c4cc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21463d09ed02a10ee6eb/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "21463d09ed02a10ee6eb"}, "kind": "caption", "value": "Young woman with tousled short hair, three-quarter view, dark jacket over lace top, plain green-grey backdrop", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:48:35Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "309a038a81db8126"} -{"target": {"record": "21463d09ed02a10ee6eb"}, "kind": "change", "value": "The vintage print border disappears and the background turns into a smooth green studio wall; the hair gets messier, the head turns more, and a lace collar shows under the jacket.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:48:35Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1ccf6b0f530e22b6"} -{"target": {"record": "21463d09ed02a10ee6eb"}, "kind": "keywords", "value": ["portrait", "borderless", "messy hair", "studio backdrop", "lace collar"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:48:35Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "01a5e979780419dc"} -{"target": {"record": "21463d09ed02a10ee6eb"}, "kind": "effect_tags", "value": ["subject_kept", "framing", "new_composition"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:48:35Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "8ee920a25b6e44b8"} diff --git a/records/sd1/paper/21463d09ed02a10ee6eb/measurements.json b/records/sd1/paper/21463d09ed02a10ee6eb/measurements.json deleted file mode 100644 index 1e2ddf452cd88c53fd57d1a0352321e4b6d7dd53..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21463d09ed02a10ee6eb/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "21463d09ed02a10ee6eb", - "values": { - "cosine_distance": { - "value": 0.229211, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.246068, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.096256, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.113617, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 69.887, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00523, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 25.793, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21463d09ed02a10ee6eb/output.webp b/records/sd1/paper/21463d09ed02a10ee6eb/output.webp deleted file mode 100644 index 4af93d0e1bbd1aec3ae2f80cf2d58bd71ff049a4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21463d09ed02a10ee6eb/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:af97909e4c3a0b8bcb18cf33cc470768534de658fcd9ecaf39c437e4f1e3eedb -size 26312 diff --git a/records/sd1/paper/21463d09ed02a10ee6eb/record.json b/records/sd1/paper/21463d09ed02a10ee6eb/record.json deleted file mode 100644 index 42e98f5623caffa3ac6b060890d596971bb19730..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21463d09ed02a10ee6eb/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "21463d09ed02a10ee6eb", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:14Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.2.out_layers.2", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "mid", - "kind": "res_branch", - "module_type": "Dropout", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/7b75f13e61595d7cfa165432e59d1ffd5fee859b80eecba36d71075f3421fabe.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7b75f13e61595d7cfa165432e59d1ffd5fee859b80eecba36d71075f3421fabe", - "type_path": "UNetModel.TimestepEmbedSequential.ResBlock.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/214831149a11cb71018e/measurements.json b/records/sd1/paper/214831149a11cb71018e/measurements.json deleted file mode 100644 index e44e88812e71e6d6d08c4bdb20448c5096234f0c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/214831149a11cb71018e/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "214831149a11cb71018e", - "values": { - "cosine_distance": { - "value": 0.098948, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.196807, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.094544, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.095059, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.063, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00371, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 13.839, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/214831149a11cb71018e/output.webp b/records/sd1/paper/214831149a11cb71018e/output.webp deleted file mode 100644 index 1bdd952f1c42021a1a669ca1d8192fa0881c0c09..0000000000000000000000000000000000000000 --- a/records/sd1/paper/214831149a11cb71018e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:37abac290ddc524b22c58ac53e43e54749febc365bfec4d56952c3673dcd7f30 -size 20562 diff --git a/records/sd1/paper/214831149a11cb71018e/record.json b/records/sd1/paper/214831149a11cb71018e/record.json deleted file mode 100644 index cac25ddef27a7ab69ed9ef02143c0d091cc14158..0000000000000000000000000000000000000000 --- a/records/sd1/paper/214831149a11cb71018e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "214831149a11cb71018e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:33Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.11.1.transformer_blocks.0.ff.net.1", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.hi", - "kind": "ff", - "module_type": "Dropout", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/646bf8cbd57d7ef6d77f4ee2a36512a0ec132754e685210d6d36ee2fe97aeee5.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "646bf8cbd57d7ef6d77f4ee2a36512a0ec132754e685210d6d36ee2fe97aeee5", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21495ff3aecf22611e29/measurements.json b/records/sd1/paper/21495ff3aecf22611e29/measurements.json deleted file mode 100644 index 3f4bf0871efbd3ad2a59a9d13f4a189811e7e1be..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21495ff3aecf22611e29/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "21495ff3aecf22611e29", - "values": { - "cosine_distance": { - "value": 0.125708, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.191147, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.085016, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.113942, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.55, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00546, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 18.032, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21495ff3aecf22611e29/output.webp b/records/sd1/paper/21495ff3aecf22611e29/output.webp deleted file mode 100644 index 32a67c0b9f1a39fb79d0905d6731ca918ce7ea48..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21495ff3aecf22611e29/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6090f9ee6d241f45564c93d6fdd40eda07c752948604b0cf4ba42685a8587237 -size 29844 diff --git a/records/sd1/paper/21495ff3aecf22611e29/record.json b/records/sd1/paper/21495ff3aecf22611e29/record.json deleted file mode 100644 index 6b44f94e3eec4d021f911025d0aa1007dd683d3b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21495ff3aecf22611e29/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "21495ff3aecf22611e29", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:56Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.0.in_layers.1", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/8fa66d06d804aa89b7e0ca80c34fda868f454058a80c5afc725e3fb6b0dbd3da.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "8fa66d06d804aa89b7e0ca80c34fda868f454058a80c5afc725e3fb6b0dbd3da", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21619440408f6cc19b0f/measurements.json b/records/sd1/paper/21619440408f6cc19b0f/measurements.json deleted file mode 100644 index e89924bd11addf5a9dfbd4d7949decef36c13cc0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21619440408f6cc19b0f/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "21619440408f6cc19b0f", - "values": { - "cosine_distance": { - "value": 0.282321, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.246541, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.113448, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.11262, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 54.94, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00665, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 29.057, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21619440408f6cc19b0f/output.webp b/records/sd1/paper/21619440408f6cc19b0f/output.webp deleted file mode 100644 index 49116e8ae093e1b9ba82e0875d440dbfea60921e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21619440408f6cc19b0f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:77d2cfb5279e896f3e60341dc11a1ffb75fd74d3929ab382ee495c31c1990d3b -size 40664 diff --git a/records/sd1/paper/21619440408f6cc19b0f/record.json b/records/sd1/paper/21619440408f6cc19b0f/record.json deleted file mode 100644 index e812f8913e95e2e10f24c26490b57ab6e17686e8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21619440408f6cc19b0f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "21619440408f6cc19b0f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:45Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.1.transformer_blocks.0.attn2.to_out.0", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.lo", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/622082af13370ec2b11899aa6b97061e45958e516a03b7de54cc4d368895733c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "622082af13370ec2b11899aa6b97061e45958e516a03b7de54cc4d368895733c", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2167328195e8d10a4233/measurements.json b/records/sd1/paper/2167328195e8d10a4233/measurements.json deleted file mode 100644 index db8e1f26154ce32ff6a7e27065e427804aa428be..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2167328195e8d10a4233/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2167328195e8d10a4233", - "values": { - "cosine_distance": { - "value": 0.000405, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.000571, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.000524, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.000691, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.617, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00645, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.724, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2167328195e8d10a4233/output.webp b/records/sd1/paper/2167328195e8d10a4233/output.webp deleted file mode 100644 index 1a01cb168ee99418ea7329116a65c1dd10affd12..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2167328195e8d10a4233/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:72a92f236865953919d0d28f56a33650efb3b506dc5500edc49aac59b3fd2171 -size 27036 diff --git a/records/sd1/paper/2167328195e8d10a4233/record.json b/records/sd1/paper/2167328195e8d10a4233/record.json deleted file mode 100644 index 21e4d52a43dd4c4d467ec562f71ffb75480cd724..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2167328195e8d10a4233/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2167328195e8d10a4233", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:58Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.transformer_blocks.0.attn1.to_v", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/6ef343629365dc8102a8efa747319f8b52f28fd5e8d8a8984cd0d5f039561cca.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "6ef343629365dc8102a8efa747319f8b52f28fd5e8d8a8984cd0d5f039561cca", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/216d3a09debb9643f9a6/measurements.json b/records/sd1/paper/216d3a09debb9643f9a6/measurements.json deleted file mode 100644 index 49d3be46f06d516db0f39bf6d520dbc969b835e0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/216d3a09debb9643f9a6/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "216d3a09debb9643f9a6", - "values": { - "cosine_distance": { - "value": 0.322198, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.351396, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.232266, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.269164, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 54.504, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00536, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 38.339, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/216d3a09debb9643f9a6/output.webp b/records/sd1/paper/216d3a09debb9643f9a6/output.webp deleted file mode 100644 index 544121f850afd306c37cf7c776828eaca0c68aae..0000000000000000000000000000000000000000 --- a/records/sd1/paper/216d3a09debb9643f9a6/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1e13aab8aaeb241b8f0b809bd0d55d47a3b448bdddb19b4df2448b26fd477897 -size 23478 diff --git a/records/sd1/paper/216d3a09debb9643f9a6/record.json b/records/sd1/paper/216d3a09debb9643f9a6/record.json deleted file mode 100644 index 20fc4c9776f7792ad9a6177f3ee42e37b10066c5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/216d3a09debb9643f9a6/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "216d3a09debb9643f9a6", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:12Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.1.transformer_blocks.0.ff.net.0.proj", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.mid", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/cf04dd40783ed609c1f1e024cd3f3d67eef410986a2069ca0f781e5255f26376.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "cf04dd40783ed609c1f1e024cd3f3d67eef410986a2069ca0f781e5255f26376", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.GEGLU.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21725af6a0fc13ce99ba/measurements.json b/records/sd1/paper/21725af6a0fc13ce99ba/measurements.json deleted file mode 100644 index 46e01a8ef7f51b2f787ccfee9e55d27e3499eb1b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21725af6a0fc13ce99ba/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "21725af6a0fc13ce99ba", - "values": { - "cosine_distance": { - "value": 0.109175, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.120058, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.08285, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.094286, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 60.143, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00649, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 21.382, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21725af6a0fc13ce99ba/output.webp b/records/sd1/paper/21725af6a0fc13ce99ba/output.webp deleted file mode 100644 index 2b1f4017d98ad815d264a365ad826bccf8fd9b3a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21725af6a0fc13ce99ba/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6a9ed5f85db839cbbf7d03179de53ab1595f6b21d8a806957429a47317488644 -size 28612 diff --git a/records/sd1/paper/21725af6a0fc13ce99ba/record.json b/records/sd1/paper/21725af6a0fc13ce99ba/record.json deleted file mode 100644 index f6683d6f956061b1ef8c5addea2f384b937c1267..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21725af6a0fc13ce99ba/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "21725af6a0fc13ce99ba", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:47Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.1.transformer_blocks.0.attn2.to_v", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/67ab12810ec1e8cc1852f61d80c400295521233d096e9e77036fe63159fcb4a2.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "67ab12810ec1e8cc1852f61d80c400295521233d096e9e77036fe63159fcb4a2", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21740df9011453d33b26/measurements.json b/records/sd1/paper/21740df9011453d33b26/measurements.json deleted file mode 100644 index 677c7f4a673d338ab807628efb1a2fe3212cb7a4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21740df9011453d33b26/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "21740df9011453d33b26", - "values": { - "cosine_distance": { - "value": 0.192095, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.198448, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.189111, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.208281, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.601, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0064, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 24.641, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21740df9011453d33b26/output.webp b/records/sd1/paper/21740df9011453d33b26/output.webp deleted file mode 100644 index 97fe81d321a70e3b8121862dbc55383d016fa9f4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21740df9011453d33b26/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5c03b105f6cdb4040709b430dffd093b817fcbe36924b047e7eb25b02b69de96 -size 24606 diff --git a/records/sd1/paper/21740df9011453d33b26/record.json b/records/sd1/paper/21740df9011453d33b26/record.json deleted file mode 100644 index 2246ef7fb1d4360139a3585d1158916b10ff84be..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21740df9011453d33b26/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "21740df9011453d33b26", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:12Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.1.transformer_blocks.0.norm3", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.hi", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/422f39404319ee252a4ec2f7e7947be0550e7f6fdecc4e720ddafafae965233f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "422f39404319ee252a4ec2f7e7947be0550e7f6fdecc4e720ddafafae965233f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/217d8befaef6d9e92d9b/measurements.json b/records/sd1/paper/217d8befaef6d9e92d9b/measurements.json deleted file mode 100644 index b5d6e036059c0141c2fda26f27a52a239a30e8c3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/217d8befaef6d9e92d9b/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "217d8befaef6d9e92d9b", - "values": { - "cosine_distance": { - "value": 0.078497, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.072911, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.045181, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.067166, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.866, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00431, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 11.318, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/217d8befaef6d9e92d9b/output.webp b/records/sd1/paper/217d8befaef6d9e92d9b/output.webp deleted file mode 100644 index 1aaa2b46417509f452092b015cb5b1d71917f5d4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/217d8befaef6d9e92d9b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a5d55b30e0b04bd09957d65d702adfb7f3cc102432f9b1b21461535685a997bb -size 27510 diff --git a/records/sd1/paper/217d8befaef6d9e92d9b/record.json b/records/sd1/paper/217d8befaef6d9e92d9b/record.json deleted file mode 100644 index de5959910a5307377a62e0d96992c96d442f30ac..0000000000000000000000000000000000000000 --- a/records/sd1/paper/217d8befaef6d9e92d9b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "217d8befaef6d9e92d9b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:05Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.1.transformer_blocks.0.ff.net.1", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.hi", - "kind": "ff", - "module_type": "Dropout", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/5db87056ae0aee984fb7f2a1e764cdec5f50ba1e0079de9b380eee9b570982ee.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "5db87056ae0aee984fb7f2a1e764cdec5f50ba1e0079de9b380eee9b570982ee", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/217fd99be1a9cc38e0f7/measurements.json b/records/sd1/paper/217fd99be1a9cc38e0f7/measurements.json deleted file mode 100644 index 7761b6390afccae7cd798db11a93de68ce6a8c56..0000000000000000000000000000000000000000 --- a/records/sd1/paper/217fd99be1a9cc38e0f7/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "217fd99be1a9cc38e0f7", - "values": { - "cosine_distance": { - "value": 0.866693, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.861309, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.940409, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.543347, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 91.162, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.02421, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 102.687, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/217fd99be1a9cc38e0f7/output.webp b/records/sd1/paper/217fd99be1a9cc38e0f7/output.webp deleted file mode 100644 index bb8a36552eb055b5a355177c0b08b8018b38ff39..0000000000000000000000000000000000000000 --- a/records/sd1/paper/217fd99be1a9cc38e0f7/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:97131321138191f58361b605a681f11bda006eeb012a710e438953383ac68bad -size 111240 diff --git a/records/sd1/paper/217fd99be1a9cc38e0f7/record.json b/records/sd1/paper/217fd99be1a9cc38e0f7/record.json deleted file mode 100644 index f16774a34d1c275f00cd6d2041b997149e516227..0000000000000000000000000000000000000000 --- a/records/sd1/paper/217fd99be1a9cc38e0f7/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "217fd99be1a9cc38e0f7", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:49:41Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.11.1.transformer_blocks.0.norm3", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.hi", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/a1b4c0a2c4c2ccca46c49d66db7bbf75e29a734a07e4ad76b03fb118f57244de.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "a1b4c0a2c4c2ccca46c49d66db7bbf75e29a734a07e4ad76b03fb118f57244de", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/218da8eed1dd867f8a7f/measurements.json b/records/sd1/paper/218da8eed1dd867f8a7f/measurements.json deleted file mode 100644 index 16bfc5841972e25e490afbc89b47fe455f061d2d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/218da8eed1dd867f8a7f/measurements.json +++ /dev/null @@ -1,39 +0,0 @@ -{ - "record": "218da8eed1dd867f8a7f", - "values": { - "std": { - "value": 63.9, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00114, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 34.988, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.556062, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.523093, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.283669, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/218da8eed1dd867f8a7f/output.webp b/records/sd1/paper/218da8eed1dd867f8a7f/output.webp deleted file mode 100644 index db99c013dd7d65764a05a556f404a81721f0bc80..0000000000000000000000000000000000000000 --- a/records/sd1/paper/218da8eed1dd867f8a7f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:baa5e4803ba9c44d37bc66f81a3c00894abbcc590bd5b58a0427b661c89fc07a -size 26934 diff --git a/records/sd1/paper/218da8eed1dd867f8a7f/record.json b/records/sd1/paper/218da8eed1dd867f8a7f/record.json deleted file mode 100644 index 157a86885cc2447f47b44c6f67fa304d1604334e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/218da8eed1dd867f8a7f/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "218da8eed1dd867f8a7f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:15Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 456, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 0.0 - }, - "group": "out.mid", - "kind": "norm", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero", - "module_type": "LayerNorm", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "cc22cd9d1775f0bbd85b" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_13_3_0.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/21c0df4bf3202565d916/measurements.json b/records/sd1/paper/21c0df4bf3202565d916/measurements.json deleted file mode 100644 index b3cec4380a6141f8640a9f9176146deb2edf14ac..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21c0df4bf3202565d916/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "21c0df4bf3202565d916", - "values": { - "cosine_distance": { - "value": 0.170882, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.20021, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.181254, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.184523, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.648, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00524, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 18.335, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21c0df4bf3202565d916/output.webp b/records/sd1/paper/21c0df4bf3202565d916/output.webp deleted file mode 100644 index 9a5338c844962b2c4363925376c7c00e841a5617..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21c0df4bf3202565d916/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9c0236256c7d19741308eb3549864d6a88256b794ddb13983aa2ee66ea5c40a5 -size 25698 diff --git a/records/sd1/paper/21c0df4bf3202565d916/record.json b/records/sd1/paper/21c0df4bf3202565d916/record.json deleted file mode 100644 index cd1554e8e6406a3ed8f23d78498d97852276d67b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21c0df4bf3202565d916/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "21c0df4bf3202565d916", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:18Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.transformer_blocks.0.ff.net.2", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.lo", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/fda1b171f7d683df4fb9f77462909e103595be4c79cfa22d6fee3749de92b733.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "fda1b171f7d683df4fb9f77462909e103595be4c79cfa22d6fee3749de92b733", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21c2f01a0479426f249e/measurements.json b/records/sd1/paper/21c2f01a0479426f249e/measurements.json deleted file mode 100644 index b96f4c7f530297a3f70adffe57a1d096cd9164ce..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21c2f01a0479426f249e/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "21c2f01a0479426f249e", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": -0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.432, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00645, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21c2f01a0479426f249e/output.webp b/records/sd1/paper/21c2f01a0479426f249e/output.webp deleted file mode 100644 index 2bab4746e60ee60542014a5a4795f9685c831c8e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21c2f01a0479426f249e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fa05a54229c507875fe1ebf77c01037b00d5f1218255c44f6ced287cd5115c3b -size 27634 diff --git a/records/sd1/paper/21c2f01a0479426f249e/record.json b/records/sd1/paper/21c2f01a0479426f249e/record.json deleted file mode 100644 index 9e51c43f7c5dd58db46c7c006c58e2b9a4b8ac97..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21c2f01a0479426f249e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "21c2f01a0479426f249e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:43Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.10.0.h_upd", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/a95ec7685a7337d00e93a128cd432a33eb9e24ded31f4cb74d6bcc059b4fab57.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "a95ec7685a7337d00e93a128cd432a33eb9e24ded31f4cb74d6bcc059b4fab57", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21d4fb648d0e631f118c/measurements.json b/records/sd1/paper/21d4fb648d0e631f118c/measurements.json deleted file mode 100644 index 675329cf639d08a4104ec767f5272bee9dac5546..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21d4fb648d0e631f118c/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "21d4fb648d0e631f118c", - "values": { - "cosine_distance": { - "value": 0.201195, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.284651, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.138411, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.15794, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 69.723, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01339, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 18.115, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21d4fb648d0e631f118c/output.webp b/records/sd1/paper/21d4fb648d0e631f118c/output.webp deleted file mode 100644 index 52d6973e8cec2e9b359917139ca62bd552922718..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21d4fb648d0e631f118c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b2be657d7899fc4ffadf26a3f9ce40d00053b28ad3a2febb753f425cfa293ef9 -size 38498 diff --git a/records/sd1/paper/21d4fb648d0e631f118c/record.json b/records/sd1/paper/21d4fb648d0e631f118c/record.json deleted file mode 100644 index 12ab8e302b18190bbe5e7d8af945d15dd7786277..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21d4fb648d0e631f118c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "21d4fb648d0e631f118c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:32Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.0.in_layers.2", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/7d410eaf22e619f4b2ab5255cde4a8a93a6fca69ad94082f660bf510887b18f5.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7d410eaf22e619f4b2ab5255cde4a8a93a6fca69ad94082f660bf510887b18f5", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21d8a6085cf444d0e1b3/measurements.json b/records/sd1/paper/21d8a6085cf444d0e1b3/measurements.json deleted file mode 100644 index 8be0c4458900c906ef8334fcb5f7e7b5679119e9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21d8a6085cf444d0e1b3/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "21d8a6085cf444d0e1b3", - "values": { - "cosine_distance": { - "value": 0.133439, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.159906, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.079043, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.087627, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 59.322, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00441, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 16.843, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21d8a6085cf444d0e1b3/output.webp b/records/sd1/paper/21d8a6085cf444d0e1b3/output.webp deleted file mode 100644 index d751b85f0a496ac9617b3fe8be156d15c07d1172..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21d8a6085cf444d0e1b3/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1ba716e84d602729791b32c83d47fb09cda26347472d8d76f5f320c52c080a77 -size 29166 diff --git a/records/sd1/paper/21d8a6085cf444d0e1b3/record.json b/records/sd1/paper/21d8a6085cf444d0e1b3/record.json deleted file mode 100644 index 67d4ddd9317331d11d750a02fcdb3c64f242a607..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21d8a6085cf444d0e1b3/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "21d8a6085cf444d0e1b3", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:48Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.attn1.to_q", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.lo", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/1cb5e1962f13863f7f643eb0a786de31327c67f9e3968bc5e7846534c0d380ae.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "1cb5e1962f13863f7f643eb0a786de31327c67f9e3968bc5e7846534c0d380ae", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21dbf25e70a5ea8409ea/measurements.json b/records/sd1/paper/21dbf25e70a5ea8409ea/measurements.json deleted file mode 100644 index 34fb771cc383ea11244444a6e152abe896135dee..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21dbf25e70a5ea8409ea/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "21dbf25e70a5ea8409ea", - "values": { - "cosine_distance": { - "value": 0.510044, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.536629, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.392162, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.131063, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.029, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00601, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 55.785, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21dbf25e70a5ea8409ea/output.webp b/records/sd1/paper/21dbf25e70a5ea8409ea/output.webp deleted file mode 100644 index cbb3d2ac88e38075a1d440ab092e85bf20ad4eee..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21dbf25e70a5ea8409ea/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e4dee651031493937c40cc809b87aee453370a71c5d2e6d1446325584b9b7c8b -size 27358 diff --git a/records/sd1/paper/21dbf25e70a5ea8409ea/record.json b/records/sd1/paper/21dbf25e70a5ea8409ea/record.json deleted file mode 100644 index f613321fb891640895fa11979fb903aeb630abbb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21dbf25e70a5ea8409ea/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "21dbf25e70a5ea8409ea", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:11Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.0.in_layers.0", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "mid", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/0b3be19e6d4ac96fdcb6e96b13a0bd555b9d786b5ad027f55d3cf98b013719e4.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "0b3be19e6d4ac96fdcb6e96b13a0bd555b9d786b5ad027f55d3cf98b013719e4", - "type_path": "UNetModel.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21de65c5a861abd1e59b/interpretations.jsonl b/records/sd1/paper/21de65c5a861abd1e59b/interpretations.jsonl deleted file mode 100644 index 25e0f262677ab65b4e4a72e151b19fd9f7d6fbb9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21de65c5a861abd1e59b/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "21de65c5a861abd1e59b"}, "kind": "caption", "value": "Dark multicolour speckle noise with a barely visible face pattern underneath", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:37Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "4b2e8a270f192c61"} -{"target": {"record": "21de65c5a861abd1e59b"}, "kind": "change", "value": "The portrait breaks down into dense multicoloured static on a darker base, and only a faint ghost of facial structure survives.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:37Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "2a636f9b7ada9134"} -{"target": {"record": "21de65c5a861abd1e59b"}, "kind": "keywords", "value": ["colour static", "noise portrait", "hidden face", "dark speckles"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:37Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "8fa5300cd0449726"} -{"target": {"record": "21de65c5a861abd1e59b"}, "kind": "effect_tags", "value": ["abstract", "pattern", "degenerate", "saturated", "glitch", "subject_lost"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:37Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "7ec884492a43d6be"} diff --git a/records/sd1/paper/21de65c5a861abd1e59b/measurements.json b/records/sd1/paper/21de65c5a861abd1e59b/measurements.json deleted file mode 100644 index 99d6433a832f2c66168dcf934e61a871ef114b2b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21de65c5a861abd1e59b/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "21de65c5a861abd1e59b", - "values": { - "cosine_distance": { - "value": 0.783406, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.778969, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.900243, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.523323, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 88.733, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.04641, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 87.958, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21de65c5a861abd1e59b/output.webp b/records/sd1/paper/21de65c5a861abd1e59b/output.webp deleted file mode 100644 index 53a75eab9af6f0e41d007d984a84b77961e0e504..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21de65c5a861abd1e59b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:20f13a1c9f3d5ed9ae11536b5d0f48443cb1785eb56556b9db268945a912194c -size 100860 diff --git a/records/sd1/paper/21de65c5a861abd1e59b/record.json b/records/sd1/paper/21de65c5a861abd1e59b/record.json deleted file mode 100644 index 312f28112e93b69bec9c354f99128ff9a16464b7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21de65c5a861abd1e59b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "21de65c5a861abd1e59b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:43Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.1.norm", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.hi", - "kind": "norm", - "module_type": "GroupNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/7586c61a803307e57868445a65d373fbdea055d796666b5ffc4af1c246496da5.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7586c61a803307e57868445a65d373fbdea055d796666b5ffc4af1c246496da5", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21e5525a38c349a335d9/measurements.json b/records/sd1/paper/21e5525a38c349a335d9/measurements.json deleted file mode 100644 index a5fba7294fcaf37b0ff357ad33e37d0d23bfdbba..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21e5525a38c349a335d9/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "21e5525a38c349a335d9", - "values": { - "cosine_distance": { - "value": 0.004044, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.003278, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.001373, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.00137, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.52, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00633, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.029, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21e5525a38c349a335d9/output.webp b/records/sd1/paper/21e5525a38c349a335d9/output.webp deleted file mode 100644 index 976e2f530fdc50df11b19c8ea63d3376f7187462..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21e5525a38c349a335d9/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f5c26a2bd4c48db881078fe93358ff0076c80237ce0176eb168834faff3d063b -size 26934 diff --git a/records/sd1/paper/21e5525a38c349a335d9/record.json b/records/sd1/paper/21e5525a38c349a335d9/record.json deleted file mode 100644 index c7d46a78d2e948272ac6c5053ed39a547498a943..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21e5525a38c349a335d9/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "21e5525a38c349a335d9", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:47Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.11.0.in_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/84df623dfe23ac3c3f0fa0ce83522acb2d6acb6a217d65778ea72bdeea6d529b.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "84df623dfe23ac3c3f0fa0ce83522acb2d6acb6a217d65778ea72bdeea6d529b", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21f83e3eb213e9c7412c/measurements.json b/records/sd1/paper/21f83e3eb213e9c7412c/measurements.json deleted file mode 100644 index 775600dea4ccd4298f0d69dcc6f3f288223454ed..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21f83e3eb213e9c7412c/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "21f83e3eb213e9c7412c", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": -0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.366, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00648, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21f83e3eb213e9c7412c/output.webp b/records/sd1/paper/21f83e3eb213e9c7412c/output.webp deleted file mode 100644 index 27ca0f5033fd5be46d7b6f6ec3c180ea814eeb17..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21f83e3eb213e9c7412c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4b3662989ad7f065c8c9f61ae51efc70963c7f36666064c00ec298e85a98a37e -size 30794 diff --git a/records/sd1/paper/21f83e3eb213e9c7412c/record.json b/records/sd1/paper/21f83e3eb213e9c7412c/record.json deleted file mode 100644 index 268406077019708cd313464c7621d14997811cb8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21f83e3eb213e9c7412c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "21f83e3eb213e9c7412c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:47Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.1.0.h_upd", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/20fd8cf633c1edf7c2bf5065bf87761b639ce62131c77d410a4eaf71d02e6188.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "20fd8cf633c1edf7c2bf5065bf87761b639ce62131c77d410a4eaf71d02e6188", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21fc91e532c81474c2cc/measurements.json b/records/sd1/paper/21fc91e532c81474c2cc/measurements.json deleted file mode 100644 index 0018b50a9d87d36277ea3d3d0c67b7f97e82eac1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21fc91e532c81474c2cc/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "21fc91e532c81474c2cc", - "values": { - "cosine_distance": { - "value": 0.04528, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.043181, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.027377, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.064996, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.893, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00382, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 8.373, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/21fc91e532c81474c2cc/output.webp b/records/sd1/paper/21fc91e532c81474c2cc/output.webp deleted file mode 100644 index ed6f16b04de7bc6b09b642ecacefbee67ed6718b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21fc91e532c81474c2cc/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5651212f5076daad5fa71898336cdb99fc8c5f7179873b5733afa03c6f665f5b -size 31306 diff --git a/records/sd1/paper/21fc91e532c81474c2cc/record.json b/records/sd1/paper/21fc91e532c81474c2cc/record.json deleted file mode 100644 index f35a8d29b6c6493b2c25f704c413a5d76295ef26..0000000000000000000000000000000000000000 --- a/records/sd1/paper/21fc91e532c81474c2cc/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "21fc91e532c81474c2cc", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:14Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.1.transformer_blocks.0.norm2", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.hi", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/7333dafc62a6916d67790b193a1bab91cbdfa2276c62970389578a6fb77ac3de.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7333dafc62a6916d67790b193a1bab91cbdfa2276c62970389578a6fb77ac3de", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/22015d7f82088a8cd4ee/interpretations.jsonl b/records/sd1/paper/22015d7f82088a8cd4ee/interpretations.jsonl deleted file mode 100644 index ccf4e7e162e98f3715dcce0438c53c3be69a82e6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22015d7f82088a8cd4ee/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "22015d7f82088a8cd4ee"}, "kind": "caption", "value": "Vintage portrait of short-haired youth with stern expression, darker contrast, worn frame", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:56:31Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "9a4412d2b2d952bc"} -{"target": {"record": "22015d7f82088a8cd4ee"}, "kind": "change", "value": "The face becomes more boyish and stern, with darker, higher-contrast tones and a slightly more worn photo border.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:56:31Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "6351da8a9ac2b6ee"} -{"target": {"record": "22015d7f82088a8cd4ee"}, "kind": "keywords", "value": ["androgynous", "stern youth", "high contrast", "vintage photo", "portrait variation"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:56:31Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1880efdd6936d729"} -{"target": {"record": "22015d7f82088a8cd4ee"}, "kind": "effect_tags", "value": ["subject_kept", "high_contrast", "dark"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:56:31Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "24bc36f5e9d6dae9"} diff --git a/records/sd1/paper/22015d7f82088a8cd4ee/measurements.json b/records/sd1/paper/22015d7f82088a8cd4ee/measurements.json deleted file mode 100644 index ae016513258a1cbe5d9eb5c7365cc5c6aa9884ee..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22015d7f82088a8cd4ee/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "22015d7f82088a8cd4ee", - "values": { - "cosine_distance": { - "value": 0.179131, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.197324, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.108471, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.172551, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.608, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0066, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 19.681, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/22015d7f82088a8cd4ee/output.webp b/records/sd1/paper/22015d7f82088a8cd4ee/output.webp deleted file mode 100644 index c3fd9e734e35fbe5d9f625e125cbec71c73e4935..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22015d7f82088a8cd4ee/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1af0c1b59a66848b18a51a834d83ee180c347b3b1c8bca07d7ea352afccfeaf8 -size 35056 diff --git a/records/sd1/paper/22015d7f82088a8cd4ee/record.json b/records/sd1/paper/22015d7f82088a8cd4ee/record.json deleted file mode 100644 index 84a57545aff4dd724bdf49e224b56ec05e410253..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22015d7f82088a8cd4ee/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "22015d7f82088a8cd4ee", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:53Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.ff.net.1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.lo", - "kind": "ff", - "module_type": "Dropout", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/d6320c644bbbfb59dcfe03140e0d071576aa600f629bea4f3cd84097106c911a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "d6320c644bbbfb59dcfe03140e0d071576aa600f629bea4f3cd84097106c911a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/22348ffc78f725a4e2e5/measurements.json b/records/sd1/paper/22348ffc78f725a4e2e5/measurements.json deleted file mode 100644 index 4633485f7d06819eb0d8f9dde64c828b26626012..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22348ffc78f725a4e2e5/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "22348ffc78f725a4e2e5", - "values": { - "cosine_distance": { - "value": 0.228645, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.224231, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.136371, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.165622, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.928, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00428, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 24.993, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/22348ffc78f725a4e2e5/output.webp b/records/sd1/paper/22348ffc78f725a4e2e5/output.webp deleted file mode 100644 index 1b2c74dc94510a2bb9792ed792b162882fef0057..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22348ffc78f725a4e2e5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f2d1ccfa4ddc5b5f484b43070cdd91787a933e6bf0cd60cf95280ab29bfd294c -size 31554 diff --git a/records/sd1/paper/22348ffc78f725a4e2e5/record.json b/records/sd1/paper/22348ffc78f725a4e2e5/record.json deleted file mode 100644 index 71bac77cc40c7557f54d5953cb59ac29b8c9db53..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22348ffc78f725a4e2e5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "22348ffc78f725a4e2e5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:25Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.1.0.out_layers.1", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/a8480f3085467c96e4f0735af16fa8c106303be5663f1044458b9f58e7d7c03c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "a8480f3085467c96e4f0735af16fa8c106303be5663f1044458b9f58e7d7c03c", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/223fa571d7f08f4dbaa3/measurements.json b/records/sd1/paper/223fa571d7f08f4dbaa3/measurements.json deleted file mode 100644 index 13cdfcf49cf5206d1b8afa02252b2d17b78c6d45..0000000000000000000000000000000000000000 --- a/records/sd1/paper/223fa571d7f08f4dbaa3/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "223fa571d7f08f4dbaa3", - "values": { - "std": { - "value": 45.738, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00672, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 47.841, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.623937, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.541223, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.271307, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/223fa571d7f08f4dbaa3/output.webp b/records/sd1/paper/223fa571d7f08f4dbaa3/output.webp deleted file mode 100644 index 608c352053cc386804f8278903ba3fdd6e0566bf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/223fa571d7f08f4dbaa3/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1c1ac8fabe968f81fa227e4e276dd146cdcfcf1ef152d2f4ca1cfc183291b3bd -size 21612 diff --git a/records/sd1/paper/223fa571d7f08f4dbaa3/record.json b/records/sd1/paper/223fa571d7f08f4dbaa3/record.json deleted file mode 100644 index c87db4dd261f57bb0b7ff837e4cfd6755c7d2a28..0000000000000000000000000000000000000000 --- a/records/sd1/paper/223fa571d7f08f4dbaa3/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "223fa571d7f08f4dbaa3", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:21:05Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "unicorn", - "prompt_key": "f6af7152b80f28f6" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.lo", - "kind": "norm", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "LayerNorm", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "77d8a524e7f761ddc4f4" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_12_5_3.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/22422c2c820d6b1321e5/interpretations.jsonl b/records/sd1/paper/22422c2c820d6b1321e5/interpretations.jsonl deleted file mode 100644 index dfcd891aa5d4bac0dfcdd7582536f847e0045f88..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22422c2c820d6b1321e5/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "22422c2c820d6b1321e5"}, "kind": "caption", "value": "Soft-focus portrait of a dark-haired person in turtleneck against pale cream vignette", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:33:13Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "de2f0693113bf62e"} -{"target": {"record": "22422c2c820d6b1321e5"}, "kind": "change", "value": "The image softens into a blurry, low-contrast pictorialist portrait: a warm cream vignette replaces the grey-green plate, the shirt becomes a dark green turtleneck, and the face is more masculine and frontal.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:33:13Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "4b1d65cf010e799b"} -{"target": {"record": "22422c2c820d6b1321e5"}, "kind": "keywords", "value": ["soft focus", "pictorialist", "cream vignette", "turtleneck portrait", "dreamy"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:33:13Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "b0fc22b818ed181f"} -{"target": {"record": "22422c2c820d6b1321e5"}, "kind": "effect_tags", "value": ["blur", "washed_out", "colour_shift", "subject_kept", "style_change"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:33:13Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "7e546dce87b24ca5"} diff --git a/records/sd1/paper/22422c2c820d6b1321e5/measurements.json b/records/sd1/paper/22422c2c820d6b1321e5/measurements.json deleted file mode 100644 index c6598493ecbcf2bd6fea75017b55d794278658c1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22422c2c820d6b1321e5/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "22422c2c820d6b1321e5", - "values": { - "cosine_distance": { - "value": 0.199923, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.260841, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.189789, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.147621, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 55.152, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00408, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 28.621, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/22422c2c820d6b1321e5/output.webp b/records/sd1/paper/22422c2c820d6b1321e5/output.webp deleted file mode 100644 index a5c3eebba633cbc71a9f3a60e39375c46a5f4354..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22422c2c820d6b1321e5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:69578bb0216277c6dc88a90df593144283c175223474e05c5e4394fb570944cb -size 25772 diff --git a/records/sd1/paper/22422c2c820d6b1321e5/record.json b/records/sd1/paper/22422c2c820d6b1321e5/record.json deleted file mode 100644 index 6d65a9a64be94bad0dc6d56e4d77aa85c8006992..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22422c2c820d6b1321e5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "22422c2c820d6b1321e5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:27Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.transformer_blocks.0.attn1.to_k", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.hi", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/0f5e1acb5e99c40b39b4860f22d1d9392664f45662bccfbf487f2ac98c786e35.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "0f5e1acb5e99c40b39b4860f22d1d9392664f45662bccfbf487f2ac98c786e35", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/224232f6633d38252fd2/measurements.json b/records/sd1/paper/224232f6633d38252fd2/measurements.json deleted file mode 100644 index 3082f6c0e4328ba00c4be847c102a43548760c1b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/224232f6633d38252fd2/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "224232f6633d38252fd2", - "values": { - "cosine_distance": { - "value": 0.067613, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.064361, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.043275, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.093822, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.441, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00682, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 10.226, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/224232f6633d38252fd2/output.webp b/records/sd1/paper/224232f6633d38252fd2/output.webp deleted file mode 100644 index 89bbf64042ae61e276b992f1e0cce229a61a419c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/224232f6633d38252fd2/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a0516aea721dce81ff0d092f993d6d6e2f4d9bab26234b78229c54be18ad278d -size 28816 diff --git a/records/sd1/paper/224232f6633d38252fd2/record.json b/records/sd1/paper/224232f6633d38252fd2/record.json deleted file mode 100644 index f9402b25c1e6e6502e66fd46cd977a6da6bad76d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/224232f6633d38252fd2/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "224232f6633d38252fd2", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:41Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.1.transformer_blocks.0.ff.net.1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.hi", - "kind": "ff", - "module_type": "Dropout", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/ee008a2de90f46f1976dd8b9dd6d6cdad5644c6438f63cb51df9d23889173d2f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "ee008a2de90f46f1976dd8b9dd6d6cdad5644c6438f63cb51df9d23889173d2f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/224e27a75c30f15939b3/measurements.json b/records/sd1/paper/224e27a75c30f15939b3/measurements.json deleted file mode 100644 index 870bd3b6bafbdb80ecd09d7d18466ca1822de491..0000000000000000000000000000000000000000 --- a/records/sd1/paper/224e27a75c30f15939b3/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "224e27a75c30f15939b3", - "values": { - "std": { - "value": 91.694, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.03431, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 102.319, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.722212, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.591893, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.218055, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/224e27a75c30f15939b3/output.webp b/records/sd1/paper/224e27a75c30f15939b3/output.webp deleted file mode 100644 index 6f3522e6d1d2bd47b6f79e8bd99a56c092d20486..0000000000000000000000000000000000000000 --- a/records/sd1/paper/224e27a75c30f15939b3/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4c4e530fe7f7dc968ab8b7e2d1325b6f108313278b1729438c9df472d9b55675 -size 99742 diff --git a/records/sd1/paper/224e27a75c30f15939b3/record.json b/records/sd1/paper/224e27a75c30f15939b3/record.json deleted file mode 100644 index 175859d081084acca9ba95ea51559ab6d97b16b8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/224e27a75c30f15939b3/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "224e27a75c30f15939b3", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T19:20:32Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Abstract geometric shapes, vibrant colors", - "prompt_key": "99ab7d3611efdf35" - }, - "bends": [ - { - "path": "time_embed.2", - "op": "multiply", - "args": { - "scalar": 0.0 - }, - "group": "embed", - "kind": "time_embed", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero", - "module_type": "Linear", - "container": "Sequential" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "226af1fc6b6fc62a7735" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_0_4_0.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/225d2b35352dfd6263b1/interpretations.jsonl b/records/sd1/paper/225d2b35352dfd6263b1/interpretations.jsonl deleted file mode 100644 index ba3a16a05fd86544b6198201185a990f89020484..0000000000000000000000000000000000000000 --- a/records/sd1/paper/225d2b35352dfd6263b1/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "225d2b35352dfd6263b1"}, "kind": "caption", "value": "Vintage photographic portrait of short-haired young woman in black shirt, grey background", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:56:12Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "b5977dfe92907404"} -{"target": {"record": "225d2b35352dfd6263b1"}, "kind": "change", "value": "Almost no visible change; the face and hair are practically identical.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:56:12Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "855bf8d87b465c89"} -{"target": {"record": "225d2b35352dfd6263b1"}, "kind": "keywords", "value": ["near identical", "portrait photo", "no change", "vintage portrait"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:56:12Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a869cfa6517817d8"} -{"target": {"record": "225d2b35352dfd6263b1"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:56:12Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "5f6dec252209e04c"} diff --git a/records/sd1/paper/225d2b35352dfd6263b1/measurements.json b/records/sd1/paper/225d2b35352dfd6263b1/measurements.json deleted file mode 100644 index bd0b6c3c59eab0839df9ad8ad58b528352ed90eb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/225d2b35352dfd6263b1/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "225d2b35352dfd6263b1", - "values": { - "cosine_distance": { - "value": 0.003606, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.004956, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.004619, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.000937, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.276, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00629, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.654, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/225d2b35352dfd6263b1/output.webp b/records/sd1/paper/225d2b35352dfd6263b1/output.webp deleted file mode 100644 index f30ea9630dee42ba8f41466d0f9f98c3dc934c62..0000000000000000000000000000000000000000 --- a/records/sd1/paper/225d2b35352dfd6263b1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:91ff9292cf1c3b1400889d7d2371f03e96ca10895f769c16dd5a9cf82b0c45c1 -size 26976 diff --git a/records/sd1/paper/225d2b35352dfd6263b1/record.json b/records/sd1/paper/225d2b35352dfd6263b1/record.json deleted file mode 100644 index 351a3568e47af671c48303de7b0a4015f277a077..0000000000000000000000000000000000000000 --- a/records/sd1/paper/225d2b35352dfd6263b1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "225d2b35352dfd6263b1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:50Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.1.transformer_blocks.0.attn2.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.lo", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/937c8e1cf1ece2cc1ccf1df1252727e46ddaa7fc6ef0e119483958ff6306a5c6.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "937c8e1cf1ece2cc1ccf1df1252727e46ddaa7fc6ef0e119483958ff6306a5c6", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2270516eeb29959c9077/measurements.json b/records/sd1/paper/2270516eeb29959c9077/measurements.json deleted file mode 100644 index bd6ebe23bbc1fa6155cb9a4e04cd6fe5b616ad70..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2270516eeb29959c9077/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2270516eeb29959c9077", - "values": { - "cosine_distance": { - "value": 0.559154, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.597625, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.383247, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.311568, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 106.381, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01728, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 74.109, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2270516eeb29959c9077/output.webp b/records/sd1/paper/2270516eeb29959c9077/output.webp deleted file mode 100644 index 63c42e7b56afceeafd4b9f48efcc74c4dd59770f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2270516eeb29959c9077/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:ad5d66f17e81238635ae49e8da2c920f40dbce304ba8a67cba314bddc27c9608 -size 49558 diff --git a/records/sd1/paper/2270516eeb29959c9077/record.json b/records/sd1/paper/2270516eeb29959c9077/record.json deleted file mode 100644 index fb49d8320e03625c623e5dd5fec522e6beb0d84c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2270516eeb29959c9077/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2270516eeb29959c9077", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:57Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.0.out_layers.1", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/ee80fe58d9fb2c269e433ed24c08592e74fed441cf15a9190d08def073c58696.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "ee80fe58d9fb2c269e433ed24c08592e74fed441cf15a9190d08def073c58696", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/22a1c41f4479939035d9/measurements.json b/records/sd1/paper/22a1c41f4479939035d9/measurements.json deleted file mode 100644 index 7469fa123787a63104d9b10319d118e461b5d09b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22a1c41f4479939035d9/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "22a1c41f4479939035d9", - "values": { - "cosine_distance": { - "value": 0.032086, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.038841, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.024025, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.033501, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.542, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00412, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 7.243, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/22a1c41f4479939035d9/output.webp b/records/sd1/paper/22a1c41f4479939035d9/output.webp deleted file mode 100644 index f495f2e7690b315a081d27c507678a48f0c38aaf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22a1c41f4479939035d9/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3e9f7a3bfddc2b442f366ff11e6607ebf6d9d3a2bf89deb1dfbe4d69193fcc3a -size 26698 diff --git a/records/sd1/paper/22a1c41f4479939035d9/record.json b/records/sd1/paper/22a1c41f4479939035d9/record.json deleted file mode 100644 index 421c88d5c84242c68dd732df436eb06a5e997c66..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22a1c41f4479939035d9/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "22a1c41f4479939035d9", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:08Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.norm1", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "mid", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/e6caacd7c777ed21534f2d8e411bc8e30f0273632ce77c05775d4bfa4a5800db.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e6caacd7c777ed21534f2d8e411bc8e30f0273632ce77c05775d4bfa4a5800db", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/22a66b59116caa69aed5/measurements.json b/records/sd1/paper/22a66b59116caa69aed5/measurements.json deleted file mode 100644 index 25991d7a2e435b14019f95d4623552feb5337176..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22a66b59116caa69aed5/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "22a66b59116caa69aed5", - "values": { - "cosine_distance": { - "value": 0.097092, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.161571, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.150526, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.077999, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 60.509, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00319, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 16.634, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/22a66b59116caa69aed5/output.webp b/records/sd1/paper/22a66b59116caa69aed5/output.webp deleted file mode 100644 index 06bc81cf498cdba2ffc0db3d3c10644268201dbd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22a66b59116caa69aed5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0d50c63d4ba3dcbed89433aef2bc0765ad988cbca48699cebfefb0d79a31c045 -size 32494 diff --git a/records/sd1/paper/22a66b59116caa69aed5/record.json b/records/sd1/paper/22a66b59116caa69aed5/record.json deleted file mode 100644 index f191de8f4daba98d46a82694a5c82745933a9125..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22a66b59116caa69aed5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "22a66b59116caa69aed5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:25Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.0.in_layers.2", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/d6d0d7ea6997254a98e3cd1ea5b0a3453a39f290041e3d1bf457027689e36cdc.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "d6d0d7ea6997254a98e3cd1ea5b0a3453a39f290041e3d1bf457027689e36cdc", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/22cb0027e12b8e4b8dfa/measurements.json b/records/sd1/paper/22cb0027e12b8e4b8dfa/measurements.json deleted file mode 100644 index 10445d087306c61fc2d5227db11bd21f25fd39ea..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22cb0027e12b8e4b8dfa/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "22cb0027e12b8e4b8dfa", - "values": { - "cosine_distance": { - "value": 0.005963, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.008381, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.007089, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.005553, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.894, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0067, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.133, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/22cb0027e12b8e4b8dfa/output.webp b/records/sd1/paper/22cb0027e12b8e4b8dfa/output.webp deleted file mode 100644 index bcdc3cbaf8765568325b79b1093b5af00ef1b484..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22cb0027e12b8e4b8dfa/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:dee9e62e7858fc5993c17ec54e52be40b1211757cd5988a263310f8d2de0bae7 -size 29860 diff --git a/records/sd1/paper/22cb0027e12b8e4b8dfa/record.json b/records/sd1/paper/22cb0027e12b8e4b8dfa/record.json deleted file mode 100644 index 20fe71a1b6b511ef7661d5748b0b5931dd108876..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22cb0027e12b8e4b8dfa/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "22cb0027e12b8e4b8dfa", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:17Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.1.transformer_blocks.0.attn2.to_v", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/7818f800bdf2895ff876b23e7cb6e4d8668ecac00fb3307624971e3624b3c896.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7818f800bdf2895ff876b23e7cb6e4d8668ecac00fb3307624971e3624b3c896", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/22ef2f639ebf45b1fa84/measurements.json b/records/sd1/paper/22ef2f639ebf45b1fa84/measurements.json deleted file mode 100644 index 321742969fa7039de7a1fa3c225fc28299a59da2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22ef2f639ebf45b1fa84/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "22ef2f639ebf45b1fa84", - "values": { - "cosine_distance": { - "value": 0.000913, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.001041, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.000789, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.000968, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.469, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00646, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.75, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/22ef2f639ebf45b1fa84/output.webp b/records/sd1/paper/22ef2f639ebf45b1fa84/output.webp deleted file mode 100644 index ce95151cc7d954defcd2ff708d9e464886a1f2ae..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22ef2f639ebf45b1fa84/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4bb2444f8cd78cfc7b2cdd0baf69cf61d1d97f6c4c4eed07e5ab0976aa2c8133 -size 26420 diff --git a/records/sd1/paper/22ef2f639ebf45b1fa84/record.json b/records/sd1/paper/22ef2f639ebf45b1fa84/record.json deleted file mode 100644 index da8476ae82e70bdcf726d5b120bb575572b7b4ff..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22ef2f639ebf45b1fa84/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "22ef2f639ebf45b1fa84", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:26Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.1.0.out_layers.3", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/50224be3c97cc4d9fbe82337c79aa49ad778555f2b66b6fc51a5cfea94fabb35.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "50224be3c97cc4d9fbe82337c79aa49ad778555f2b66b6fc51a5cfea94fabb35", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/22f62ded35d5ccf56c66/interpretations.jsonl b/records/sd1/paper/22f62ded35d5ccf56c66/interpretations.jsonl deleted file mode 100644 index cde0fba4cd6aaa29aa88391d0b13a9f37fcdbaf1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22f62ded35d5ccf56c66/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "22f62ded35d5ccf56c66"}, "kind": "caption", "value": "Surreal fragmented figure with orange smeared face merged into cluttered blue-yellow workshop scene", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:56:31Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "e7b3420ee1f5b723"} -{"target": {"record": "22f62ded35d5ccf56c66"}, "kind": "change", "value": "The portrait turns into a surreal, glitchy scene: a distorted figure with an orange, smeared face and a blue jacket blends into a busy blue-and-yellow interior full of objects.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:56:31Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c51d9aa3797d5df5"} -{"target": {"record": "22f62ded35d5ccf56c66"}, "kind": "keywords", "value": ["surreal figure", "smeared face", "glitchy scene", "cluttered interior", "fragmented portrait"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:56:31Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "90a10ac130b48b99"} -{"target": {"record": "22f62ded35d5ccf56c66"}, "kind": "effect_tags", "value": ["surreal", "fragmented", "distorted", "glitch", "new_composition", "colour_shift", "saturated"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:56:31Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c26edc19d020aa5e"} diff --git a/records/sd1/paper/22f62ded35d5ccf56c66/measurements.json b/records/sd1/paper/22f62ded35d5ccf56c66/measurements.json deleted file mode 100644 index c0511ab8ae7041ad9b074ce4728518f07204c6dc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22f62ded35d5ccf56c66/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "22f62ded35d5ccf56c66", - "values": { - "cosine_distance": { - "value": 0.448307, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.595989, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.857648, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.436819, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.213, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01059, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 44.779, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/22f62ded35d5ccf56c66/output.webp b/records/sd1/paper/22f62ded35d5ccf56c66/output.webp deleted file mode 100644 index a7993a2d8c974192a769d34d2f60774657bc6e50..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22f62ded35d5ccf56c66/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:8bf42417ed93736270762a643177dca6d45a226cc517b895d9c4eb04d3489f14 -size 43648 diff --git a/records/sd1/paper/22f62ded35d5ccf56c66/record.json b/records/sd1/paper/22f62ded35d5ccf56c66/record.json deleted file mode 100644 index c44dae35db56f8b3a3b6e1a930ee5e700c985f0e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22f62ded35d5ccf56c66/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "22f62ded35d5ccf56c66", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:18Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.transformer_blocks.0.ff.net.1", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.lo", - "kind": "ff", - "module_type": "Dropout", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/48f483e479bfc4320fadd123fa9aee606d9d7ee803d170c8fbd0683ecf4a5933.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "48f483e479bfc4320fadd123fa9aee606d9d7ee803d170c8fbd0683ecf4a5933", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/22fb4eca1170a70523b8/measurements.json b/records/sd1/paper/22fb4eca1170a70523b8/measurements.json deleted file mode 100644 index 93aab7ea11c2353f7c1169c64ae7a1817dfc24db..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22fb4eca1170a70523b8/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "22fb4eca1170a70523b8", - "values": { - "cosine_distance": { - "value": 0.034071, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.028049, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.015032, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.042033, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.935, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00626, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 6.699, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/22fb4eca1170a70523b8/output.webp b/records/sd1/paper/22fb4eca1170a70523b8/output.webp deleted file mode 100644 index b0a5633c8337d71e5ca897b854bba864e7264e19..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22fb4eca1170a70523b8/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c0c9de1b921a876cbbb0994ab88828b0669f0a1b07bf867a8cfb3e9237bbbf36 -size 30434 diff --git a/records/sd1/paper/22fb4eca1170a70523b8/record.json b/records/sd1/paper/22fb4eca1170a70523b8/record.json deleted file mode 100644 index d42308b13a9196b8a7b2fd41626db6f634e15ef4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22fb4eca1170a70523b8/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "22fb4eca1170a70523b8", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:46Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.1.0.in_layers.0", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/bb7ce6fc67577e09f119674324befb43af392248286f47eb152cbc9451c391a2.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "bb7ce6fc67577e09f119674324befb43af392248286f47eb152cbc9451c391a2", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/22ff879d1299de3204dc/measurements.json b/records/sd1/paper/22ff879d1299de3204dc/measurements.json deleted file mode 100644 index 1abe641e64c90d5c51f869b343544ff02dbee541..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22ff879d1299de3204dc/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "22ff879d1299de3204dc", - "values": { - "cosine_distance": { - "value": 0.094044, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.087659, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.110179, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.084761, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.827, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00439, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 12.759, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/22ff879d1299de3204dc/output.webp b/records/sd1/paper/22ff879d1299de3204dc/output.webp deleted file mode 100644 index 284eaac96aebf40761bf0e5a6ade1abaf5989bef..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22ff879d1299de3204dc/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:672060e3c2700aef16a59f44d4475be2597a054faf90c34b55112601f118a8de -size 32664 diff --git a/records/sd1/paper/22ff879d1299de3204dc/record.json b/records/sd1/paper/22ff879d1299de3204dc/record.json deleted file mode 100644 index 73775063283506f8f3fd1d54a3b61580b09576f3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/22ff879d1299de3204dc/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "22ff879d1299de3204dc", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:32Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.transformer_blocks.0.attn1.to_out.0", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/0f2d6bfa590e5141f395b6fb5fd746f8ea139a1ef5b96d2a655575de7bf674da.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "0f2d6bfa590e5141f395b6fb5fd746f8ea139a1ef5b96d2a655575de7bf674da", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/230007f0779e224989ec/measurements.json b/records/sd1/paper/230007f0779e224989ec/measurements.json deleted file mode 100644 index 00488e7b37f78b26bcb0a3b2a06175c60d1f9476..0000000000000000000000000000000000000000 --- a/records/sd1/paper/230007f0779e224989ec/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "230007f0779e224989ec", - "values": { - "cosine_distance": { - "value": 0.364937, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.425559, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.236099, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.130135, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 57.538, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00322, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 40.884, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/230007f0779e224989ec/output.webp b/records/sd1/paper/230007f0779e224989ec/output.webp deleted file mode 100644 index 356d803dd334cd475144acc1eabc1c70d1530d11..0000000000000000000000000000000000000000 --- a/records/sd1/paper/230007f0779e224989ec/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f8ee646dfa8743a0b2c4a65c0969032f49ab72471abc16d9e65b73b1e6623115 -size 25446 diff --git a/records/sd1/paper/230007f0779e224989ec/record.json b/records/sd1/paper/230007f0779e224989ec/record.json deleted file mode 100644 index 24a55fd6e78e73e81fe464e5671f4739570ec773..0000000000000000000000000000000000000000 --- a/records/sd1/paper/230007f0779e224989ec/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "230007f0779e224989ec", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:24Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.0.in_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/50a0ecc40f4ac82d5defc64b132fa52eeea964b87a90df71fcf7778988c224b8.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "50a0ecc40f4ac82d5defc64b132fa52eeea964b87a90df71fcf7778988c224b8", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/230092dbf2c51b52affd/measurements.json b/records/sd1/paper/230092dbf2c51b52affd/measurements.json deleted file mode 100644 index 4b647c3b63a424c1a2645a6341c50fb5c36f3ff7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/230092dbf2c51b52affd/measurements.json +++ /dev/null @@ -1,39 +0,0 @@ -{ - "record": "230092dbf2c51b52affd", - "values": { - "std": { - "value": 81.564, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00269, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 61.127, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.490035, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.346601, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.205813, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/230092dbf2c51b52affd/output.webp b/records/sd1/paper/230092dbf2c51b52affd/output.webp deleted file mode 100644 index e723a25aeb642b4727611416334f903f7ae56198..0000000000000000000000000000000000000000 --- a/records/sd1/paper/230092dbf2c51b52affd/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:160a7598f77c6baf85858eecd2d4e314b46ca5b2b2f90fc7135a18a50d24bfa7 -size 46924 diff --git a/records/sd1/paper/230092dbf2c51b52affd/record.json b/records/sd1/paper/230092dbf2c51b52affd/record.json deleted file mode 100644 index c85b9677dfc05a92700641409cfcb1a01d4173cb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/230092dbf2c51b52affd/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "230092dbf2c51b52affd", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:33Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 786, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.proj_in", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.mid", - "kind": "proj", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "Conv2d", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "bf0726ee79d520e2e457" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_6_5_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/230be9050f9a19c828f5/measurements.json b/records/sd1/paper/230be9050f9a19c828f5/measurements.json deleted file mode 100644 index e51186cadadd933743bc391a4fff9f8b4e3ecaa4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/230be9050f9a19c828f5/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "230be9050f9a19c828f5", - "values": { - "cosine_distance": { - "value": 0.470916, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.470319, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.53733, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.448249, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 75.179, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00904, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 49.877, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/230be9050f9a19c828f5/output.webp b/records/sd1/paper/230be9050f9a19c828f5/output.webp deleted file mode 100644 index 57d2ed4a48c24b699cc9e1301bfaa6c5097c6379..0000000000000000000000000000000000000000 --- a/records/sd1/paper/230be9050f9a19c828f5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d5b84114631eca44332a94a0dc07802a605186d923226b46212f4d8e00be1caa -size 35660 diff --git a/records/sd1/paper/230be9050f9a19c828f5/record.json b/records/sd1/paper/230be9050f9a19c828f5/record.json deleted file mode 100644 index 3e77f0de1595fc9142f3511b41a4e8254ad5ae19..0000000000000000000000000000000000000000 --- a/records/sd1/paper/230be9050f9a19c828f5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "230be9050f9a19c828f5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:06Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.1.transformer_blocks.0.ff.net.2", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "in.hi", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/4d176b4f07b56e157d1be1671a3fc885c1bb85cc1fbae5eb44d9746ce96a6633.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "4d176b4f07b56e157d1be1671a3fc885c1bb85cc1fbae5eb44d9746ce96a6633", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/231950305a49999fe65c/measurements.json b/records/sd1/paper/231950305a49999fe65c/measurements.json deleted file mode 100644 index de03ea3460ae2233a6dfb28f94a8ce7b3c9a3907..0000000000000000000000000000000000000000 --- a/records/sd1/paper/231950305a49999fe65c/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "231950305a49999fe65c", - "values": { - "cosine_distance": { - "value": 0.004163, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.004598, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.003268, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.002009, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.973, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00613, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.049, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/231950305a49999fe65c/output.webp b/records/sd1/paper/231950305a49999fe65c/output.webp deleted file mode 100644 index 3a015315ad7bf448ea033a072ccec2cc675883ad..0000000000000000000000000000000000000000 --- a/records/sd1/paper/231950305a49999fe65c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:21a3af4fad9684d332db069ff64b812af374dae1996ed91687f33883981a7e90 -size 27572 diff --git a/records/sd1/paper/231950305a49999fe65c/record.json b/records/sd1/paper/231950305a49999fe65c/record.json deleted file mode 100644 index 2cd4fbde3294279daf991edbdccf4505aedc8d26..0000000000000000000000000000000000000000 --- a/records/sd1/paper/231950305a49999fe65c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "231950305a49999fe65c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:44Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.10.0.emb_layers.1", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Linear", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/84f7c9ee58332ef468f0717031d8ef08d477a61a57c183b95f6573175330e994.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "84f7c9ee58332ef468f0717031d8ef08d477a61a57c183b95f6573175330e994", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/23230f67d1eb4dea7f57/measurements.json b/records/sd1/paper/23230f67d1eb4dea7f57/measurements.json deleted file mode 100644 index 8731a4a24ce9632bb00add590a8ffab50a05af7b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23230f67d1eb4dea7f57/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "23230f67d1eb4dea7f57", - "values": { - "cosine_distance": { - "value": 0.002807, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.004387, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.002063, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.00334, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.449, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00656, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.06, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/23230f67d1eb4dea7f57/output.webp b/records/sd1/paper/23230f67d1eb4dea7f57/output.webp deleted file mode 100644 index 2cd699acb1af4ada716afc39ee5a71f5bf1c68a1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23230f67d1eb4dea7f57/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e1adccf4817a954c61a47ce7e5f96e3498dc130ee69c62b4ef2f9c258dfab463 -size 26818 diff --git a/records/sd1/paper/23230f67d1eb4dea7f57/record.json b/records/sd1/paper/23230f67d1eb4dea7f57/record.json deleted file mode 100644 index 43145e90f0ee617412b2300f47805acdf0570391..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23230f67d1eb4dea7f57/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "23230f67d1eb4dea7f57", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:10Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.1.transformer_blocks.0.attn1.to_k", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.hi", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/8c0f7f09e4c40f9eedd213b28b7f2873b9b24cfc63f0f4eedf56268f322b59af.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "8c0f7f09e4c40f9eedd213b28b7f2873b9b24cfc63f0f4eedf56268f322b59af", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/233dff742dca005e00a5/measurements.json b/records/sd1/paper/233dff742dca005e00a5/measurements.json deleted file mode 100644 index 99c1b474edcba56422016c8a9e74c3bd526d4753..0000000000000000000000000000000000000000 --- a/records/sd1/paper/233dff742dca005e00a5/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "233dff742dca005e00a5", - "values": { - "cosine_distance": { - "value": 0.045987, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.060791, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.020057, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.017512, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.108, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00632, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 10.001, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/233dff742dca005e00a5/output.webp b/records/sd1/paper/233dff742dca005e00a5/output.webp deleted file mode 100644 index 9db9e7d325b70a10ce1fd85ad5e67dfc268ba9b3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/233dff742dca005e00a5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:bb166e59890d17579a7e3f62de6d340acc83c7b15d99dbf67a623f12990ce8a9 -size 30078 diff --git a/records/sd1/paper/233dff742dca005e00a5/record.json b/records/sd1/paper/233dff742dca005e00a5/record.json deleted file mode 100644 index 92df032cf2995100be295759900dbf2a3ae816de..0000000000000000000000000000000000000000 --- a/records/sd1/paper/233dff742dca005e00a5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "233dff742dca005e00a5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:00Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.10.0.out_layers.3", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/0e776ab3b35f4fba55577f6f71df01016e7432650bf45be9fea0c70190e7edeb.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "0e776ab3b35f4fba55577f6f71df01016e7432650bf45be9fea0c70190e7edeb", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2352d11cea2db9ccb49b/measurements.json b/records/sd1/paper/2352d11cea2db9ccb49b/measurements.json deleted file mode 100644 index 726ff0092403de9180bf5a8fe628817314968468..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2352d11cea2db9ccb49b/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2352d11cea2db9ccb49b", - "values": { - "cosine_distance": { - "value": 0.074918, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.067143, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.026056, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.063135, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.44, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00633, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 10.721, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2352d11cea2db9ccb49b/output.webp b/records/sd1/paper/2352d11cea2db9ccb49b/output.webp deleted file mode 100644 index e9a0e777ce7c210e9380cda6dd1f8eeaf2fdc316..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2352d11cea2db9ccb49b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:53eb286038fd706dacc512be05f8b30ec1c992458f9769d3907fe47cba6e9dc6 -size 30162 diff --git a/records/sd1/paper/2352d11cea2db9ccb49b/record.json b/records/sd1/paper/2352d11cea2db9ccb49b/record.json deleted file mode 100644 index 3857510508c47b088d3b7b93e6732f546a99b285..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2352d11cea2db9ccb49b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2352d11cea2db9ccb49b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:31Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.attn2.to_k", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/bfbcf8f08ef2b1ac5e18a1b03b1b7082ca04716b6616040d9b0434f29bc24174.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "bfbcf8f08ef2b1ac5e18a1b03b1b7082ca04716b6616040d9b0434f29bc24174", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/23612ea251d448a67d2a/measurements.json b/records/sd1/paper/23612ea251d448a67d2a/measurements.json deleted file mode 100644 index 2315d4dba1abc4ed49dc1adcb21070b1bd0dd367..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23612ea251d448a67d2a/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "23612ea251d448a67d2a", - "values": { - "cosine_distance": { - "value": 0.176316, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.150229, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.041562, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.064277, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 58.684, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00565, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 19.814, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/23612ea251d448a67d2a/output.webp b/records/sd1/paper/23612ea251d448a67d2a/output.webp deleted file mode 100644 index 5b82f3a8e6514c17212ec56c97a9f69417e4f867..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23612ea251d448a67d2a/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:42218eeb504d3bd901eb6cf15323c2ae5f52d3909a027aed2de4dbd3e8e29b17 -size 24228 diff --git a/records/sd1/paper/23612ea251d448a67d2a/record.json b/records/sd1/paper/23612ea251d448a67d2a/record.json deleted file mode 100644 index 1ba485af61d52fba54a72506071d2d059a72f946..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23612ea251d448a67d2a/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "23612ea251d448a67d2a", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:54Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.0.in_layers.1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/fdc3a44487fc33e1d4f9cb848d8c7ff370f7b4c40bdd9d34a504ef074423eeee.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "fdc3a44487fc33e1d4f9cb848d8c7ff370f7b4c40bdd9d34a504ef074423eeee", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/23695e81871b955204f0/measurements.json b/records/sd1/paper/23695e81871b955204f0/measurements.json deleted file mode 100644 index 6ce8f7b0408eb18d0052e50578831436a226e48b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23695e81871b955204f0/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "23695e81871b955204f0", - "values": { - "cosine_distance": { - "value": 0.151729, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.156397, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.079734, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.091795, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 71.908, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00567, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 21.712, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/23695e81871b955204f0/output.webp b/records/sd1/paper/23695e81871b955204f0/output.webp deleted file mode 100644 index fcb647f57b2172acc903297bf1acd43995c00c97..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23695e81871b955204f0/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:cfc22b70f3e1f4cb277d93d061789726e477b62d1845ee6eaf48e694d1ba2b1a -size 27364 diff --git a/records/sd1/paper/23695e81871b955204f0/record.json b/records/sd1/paper/23695e81871b955204f0/record.json deleted file mode 100644 index 74b1cef7542772664fa20e12d5c4ec416847cde3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23695e81871b955204f0/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "23695e81871b955204f0", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:23Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.0.out_layers.3", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/5e986508050914e2c35fb0aba788fb85c059387e4fa42158327f16d18ebd933d.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "5e986508050914e2c35fb0aba788fb85c059387e4fa42158327f16d18ebd933d", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/236a514d33b587a9b053/measurements.json b/records/sd1/paper/236a514d33b587a9b053/measurements.json deleted file mode 100644 index e889fdca2db3e7f08f1471f611b71459fa60c967..0000000000000000000000000000000000000000 --- a/records/sd1/paper/236a514d33b587a9b053/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "236a514d33b587a9b053", - "values": { - "cosine_distance": { - "value": 0.184169, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.404172, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.286509, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.158075, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 71.298, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01735, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 25.152, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/236a514d33b587a9b053/output.webp b/records/sd1/paper/236a514d33b587a9b053/output.webp deleted file mode 100644 index ea0a91910e6f3acd5221def37c762780c4023cf5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/236a514d33b587a9b053/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:ddc4725d875cfd95cee54e5d63a42b77c68e5131a1064a91750661ebbb937bc7 -size 50492 diff --git a/records/sd1/paper/236a514d33b587a9b053/record.json b/records/sd1/paper/236a514d33b587a9b053/record.json deleted file mode 100644 index ca07a0806144cae48bbc8dbc43ff85fc58080e4e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/236a514d33b587a9b053/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "236a514d33b587a9b053", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:34Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.11.1.transformer_blocks.0.ff.net.2", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.hi", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/0391675957deacaa0409c75f3337f71d0b764a634aed0cb7ede75f439da510c4.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "0391675957deacaa0409c75f3337f71d0b764a634aed0cb7ede75f439da510c4", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/23701efad77d91382b2e/measurements.json b/records/sd1/paper/23701efad77d91382b2e/measurements.json deleted file mode 100644 index f6260b867d9e7826a2005ab30a9c3bada8cf28f5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23701efad77d91382b2e/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "23701efad77d91382b2e", - "values": { - "cosine_distance": { - "value": 0.432124, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.599958, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.763857, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.370458, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 87.237, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01145, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 55.744, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/23701efad77d91382b2e/output.webp b/records/sd1/paper/23701efad77d91382b2e/output.webp deleted file mode 100644 index cb08a28719d8529d302d531b8e78a01ec0c3bcd2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23701efad77d91382b2e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7760acdc590b931e05e0957a85ede36c15008ae6774401fbff40a6ce161461ae -size 37072 diff --git a/records/sd1/paper/23701efad77d91382b2e/record.json b/records/sd1/paper/23701efad77d91382b2e/record.json deleted file mode 100644 index 3d33a1239bd133bb1c9b524d6d254d7c8a5fcc51..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23701efad77d91382b2e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "23701efad77d91382b2e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:00Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.transformer_blocks.0.ff.net.0.proj", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "in.mid", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/3bd4c28742a79450e3cbbbb09312b9a3834e33f290ebbd7451005b6b678f9a64.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "3bd4c28742a79450e3cbbbb09312b9a3834e33f290ebbd7451005b6b678f9a64", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.GEGLU.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2386166b83627517a448/measurements.json b/records/sd1/paper/2386166b83627517a448/measurements.json deleted file mode 100644 index 505c2165e5d208a1472554200fc97b0d3adfbc1c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2386166b83627517a448/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2386166b83627517a448", - "values": { - "cosine_distance": { - "value": 0.236618, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.265943, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.12171, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.103102, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 57.595, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00683, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 33.547, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2386166b83627517a448/output.webp b/records/sd1/paper/2386166b83627517a448/output.webp deleted file mode 100644 index d93ab2b5fcf46cdc38bac028ab1b6528064b7f71..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2386166b83627517a448/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e066a0de1e56cec7f6f83bb9b7101d277a71d7e68837340f4f6a26f0fc5c2e98 -size 26752 diff --git a/records/sd1/paper/2386166b83627517a448/record.json b/records/sd1/paper/2386166b83627517a448/record.json deleted file mode 100644 index b37ef750f32f850dbf628fb671261d8442cfc4ed..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2386166b83627517a448/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2386166b83627517a448", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:08Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.transformer_blocks.0.attn1.to_k", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.lo", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/3e918588632ea047effeda59ac8138c65f82a30652a59d922cd9d91b2590ba7e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "3e918588632ea047effeda59ac8138c65f82a30652a59d922cd9d91b2590ba7e", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/238f419efb922f98a4c9/measurements.json b/records/sd1/paper/238f419efb922f98a4c9/measurements.json deleted file mode 100644 index e58755ac6396d92aac74ab806e94c799eb549bc8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/238f419efb922f98a4c9/measurements.json +++ /dev/null @@ -1,39 +0,0 @@ -{ - "record": "238f419efb922f98a4c9", - "values": { - "std": { - "value": 52.051, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00079, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 22.971, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.131843, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.041838, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.031151, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/238f419efb922f98a4c9/output.webp b/records/sd1/paper/238f419efb922f98a4c9/output.webp deleted file mode 100644 index 6f4afdd960db3979c2ddbfe756bf02471dc5a66a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/238f419efb922f98a4c9/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d0a7df964cc137a04557e5506a7ebc8b5da514b69877156553738ee1ad859e43 -size 14628 diff --git a/records/sd1/paper/238f419efb922f98a4c9/record.json b/records/sd1/paper/238f419efb922f98a4c9/record.json deleted file mode 100644 index 0dd7e76e387cb27e6727770f9c870209f8dd2696..0000000000000000000000000000000000000000 --- a/records/sd1/paper/238f419efb922f98a4c9/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "238f419efb922f98a4c9", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:52:33Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "A red apple on a white background", - "prompt_key": "c1147b988a48760e" - }, - "bends": [ - { - "path": "time_embed.2", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "embed", - "kind": "time_embed", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "Linear", - "container": "Sequential" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "e9692560512fc152db9d" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_0_1_2.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/238fd0c08c5317bd2be6/measurements.json b/records/sd1/paper/238fd0c08c5317bd2be6/measurements.json deleted file mode 100644 index 9e69b3b48779bb43d2f5c102f3fa4546880b7279..0000000000000000000000000000000000000000 --- a/records/sd1/paper/238fd0c08c5317bd2be6/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "238fd0c08c5317bd2be6", - "values": { - "cosine_distance": { - "value": 0.002104, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.002222, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.001314, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.001354, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.304, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00625, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.179, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/238fd0c08c5317bd2be6/output.webp b/records/sd1/paper/238fd0c08c5317bd2be6/output.webp deleted file mode 100644 index 056a472da6d569379967f82c61ae1c09e6cb56b1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/238fd0c08c5317bd2be6/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b932791d4d4e9d087732c4981674f3fa98ffe4b8248f179b54fb9041bfbd01fd -size 27286 diff --git a/records/sd1/paper/238fd0c08c5317bd2be6/record.json b/records/sd1/paper/238fd0c08c5317bd2be6/record.json deleted file mode 100644 index 3c41ba25a3f1844e6a3ccc38a6a092656869c805..0000000000000000000000000000000000000000 --- a/records/sd1/paper/238fd0c08c5317bd2be6/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "238fd0c08c5317bd2be6", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:02Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.transformer_blocks.0.attn2.to_k", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/324e8fefca6bad5a74d653fcd063a057a77385f985370d4faf54ab50a04fef24.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "324e8fefca6bad5a74d653fcd063a057a77385f985370d4faf54ab50a04fef24", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/23ae1fba8f1ad599d079/measurements.json b/records/sd1/paper/23ae1fba8f1ad599d079/measurements.json deleted file mode 100644 index db078a1156013e327cb1af6baac755550d0c1db3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23ae1fba8f1ad599d079/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "23ae1fba8f1ad599d079", - "values": { - "cosine_distance": { - "value": 0.116507, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.117946, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.066962, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.057859, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.757, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00597, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 16.04, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/23ae1fba8f1ad599d079/output.webp b/records/sd1/paper/23ae1fba8f1ad599d079/output.webp deleted file mode 100644 index 2e5cdfe54a786475adde319da8cdc9f4a2895ab9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23ae1fba8f1ad599d079/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c4a9b32e297f99429ff422ed51f11771bb4b2866ed205b7bd577144e8b2b9047 -size 27730 diff --git a/records/sd1/paper/23ae1fba8f1ad599d079/record.json b/records/sd1/paper/23ae1fba8f1ad599d079/record.json deleted file mode 100644 index 44a3752aea907736467430544c13aa65e665dd01..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23ae1fba8f1ad599d079/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "23ae1fba8f1ad599d079", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:49Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.attn1.to_k", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.lo", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/37f0bc867874a4a5df9d5f47bd598d01926e3c5e8aa15e992097df7ecfd5abbf.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "37f0bc867874a4a5df9d5f47bd598d01926e3c5e8aa15e992097df7ecfd5abbf", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/23b0d7951f5e67bb95cc/measurements.json b/records/sd1/paper/23b0d7951f5e67bb95cc/measurements.json deleted file mode 100644 index e5df7595f9aae77586f46e06d6fdeeac3e8034db..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23b0d7951f5e67bb95cc/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "23b0d7951f5e67bb95cc", - "values": { - "cosine_distance": { - "value": 0.14554, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.151065, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.119, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.081228, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 61.143, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00479, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 18.989, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/23b0d7951f5e67bb95cc/output.webp b/records/sd1/paper/23b0d7951f5e67bb95cc/output.webp deleted file mode 100644 index 7ffb671bee75b4a262798fe273ee0cd5d64428fc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23b0d7951f5e67bb95cc/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0a99f4a5dcd1397ff60dacb472554652ba973598b115dce51b13ef719ac1c059 -size 27540 diff --git a/records/sd1/paper/23b0d7951f5e67bb95cc/record.json b/records/sd1/paper/23b0d7951f5e67bb95cc/record.json deleted file mode 100644 index 9538df1f02727870b37d1ce67def26f876b5a1cf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23b0d7951f5e67bb95cc/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "23b0d7951f5e67bb95cc", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:53Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.10.0.in_layers.1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/9896603071214387bbce466f646ef5746922cb77675dfdca317beedc6a76fb84.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "9896603071214387bbce466f646ef5746922cb77675dfdca317beedc6a76fb84", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/23cbbebb68c67c942ff0/measurements.json b/records/sd1/paper/23cbbebb68c67c942ff0/measurements.json deleted file mode 100644 index 51d97d94659de20f4987383e4f1afd3c80ee6673..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23cbbebb68c67c942ff0/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "23cbbebb68c67c942ff0", - "values": { - "cosine_distance": { - "value": 0.065261, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.055445, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.027982, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.067659, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.166, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00652, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 9.542, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/23cbbebb68c67c942ff0/output.webp b/records/sd1/paper/23cbbebb68c67c942ff0/output.webp deleted file mode 100644 index b5b284fe5ea17233ca467b616e0f64da742a14ed..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23cbbebb68c67c942ff0/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7f4cf6721922fdb7979f7aebb2d9186cf124f6e1556eee0a22312d286bfa5462 -size 27944 diff --git a/records/sd1/paper/23cbbebb68c67c942ff0/record.json b/records/sd1/paper/23cbbebb68c67c942ff0/record.json deleted file mode 100644 index 053e7212b20d7807e67a94d99639cbbc06727076..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23cbbebb68c67c942ff0/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "23cbbebb68c67c942ff0", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:34Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.norm2", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "mid", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/773f9622f9c6c3b4528e8e85fa9c2edb7ff9e4bc2295319cf46539b7edb19fab.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "773f9622f9c6c3b4528e8e85fa9c2edb7ff9e4bc2295319cf46539b7edb19fab", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/23d4bc51ceafd01b8abe/measurements.json b/records/sd1/paper/23d4bc51ceafd01b8abe/measurements.json deleted file mode 100644 index 762ccb3e69663738f982df5d4f220301d7c743e6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23d4bc51ceafd01b8abe/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "23d4bc51ceafd01b8abe", - "values": { - "cosine_distance": { - "value": 0.063362, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.052082, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.036417, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.069163, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.938, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00592, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 9.116, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/23d4bc51ceafd01b8abe/output.webp b/records/sd1/paper/23d4bc51ceafd01b8abe/output.webp deleted file mode 100644 index d70ca32308565a5c335c9b4f16636b6971af9708..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23d4bc51ceafd01b8abe/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f5848e79a40c85982e340fc7630d0854e1d0dfd103646086e99bfdfa597f35b3 -size 28410 diff --git a/records/sd1/paper/23d4bc51ceafd01b8abe/record.json b/records/sd1/paper/23d4bc51ceafd01b8abe/record.json deleted file mode 100644 index dade9d4086e706ca4d15e162098c6c1993721b3c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23d4bc51ceafd01b8abe/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "23d4bc51ceafd01b8abe", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:30Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.0.out_layers.1", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/94e9c15c71aad37642278366792eea616172f15d460c20df8bc65ceefcb1f6e6.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "94e9c15c71aad37642278366792eea616172f15d460c20df8bc65ceefcb1f6e6", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/23e6aecd932f1c0511c0/measurements.json b/records/sd1/paper/23e6aecd932f1c0511c0/measurements.json deleted file mode 100644 index 07ec293fe78a14786775d3d1a257a6e5b6d20948..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23e6aecd932f1c0511c0/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "23e6aecd932f1c0511c0", - "values": { - "std": { - "value": 48.701, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00124, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 40.838, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.494393, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.123377, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.048719, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/23e6aecd932f1c0511c0/output.webp b/records/sd1/paper/23e6aecd932f1c0511c0/output.webp deleted file mode 100644 index 5db79e16b2460c75e7a74744ae848c3e28ca33a2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23e6aecd932f1c0511c0/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7be0ba3eb3a2281cf32e99bd01461ed065e2a7ad8945db3f8e9ef971e53f7921 -size 7996 diff --git a/records/sd1/paper/23e6aecd932f1c0511c0/record.json b/records/sd1/paper/23e6aecd932f1c0511c0/record.json deleted file mode 100644 index 433fb159fd47b7a2169f77c78665e57b4dffba8d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23e6aecd932f1c0511c0/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "23e6aecd932f1c0511c0", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:52:49Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "A red apple on a white background", - "prompt_key": "c1147b988a48760e" - }, - "bends": [ - { - "path": "output_blocks.4.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.lo", - "kind": "norm", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "LayerNorm", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "e9692560512fc152db9d" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_prompts_out/grid_11_1_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/23e9a93ba18cf210f8c6/measurements.json b/records/sd1/paper/23e9a93ba18cf210f8c6/measurements.json deleted file mode 100644 index ce77fdd06a21eedf5ab5dddc7ff16829fc9b2f14..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23e9a93ba18cf210f8c6/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "23e9a93ba18cf210f8c6", - "values": { - "cosine_distance": { - "value": 0.003888, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.00543, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.001534, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.001879, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.356, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00654, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.002, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/23e9a93ba18cf210f8c6/output.webp b/records/sd1/paper/23e9a93ba18cf210f8c6/output.webp deleted file mode 100644 index 020072933f257292f37403268136a36dfbc018b9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23e9a93ba18cf210f8c6/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a1be9e484026d627f7e30a9b2f2a8d7d13421cf9f0d9397c8bf50e584b6870a0 -size 28228 diff --git a/records/sd1/paper/23e9a93ba18cf210f8c6/record.json b/records/sd1/paper/23e9a93ba18cf210f8c6/record.json deleted file mode 100644 index 9b17c9ca85dbe79c4ce485efa2e07b86126c85aa..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23e9a93ba18cf210f8c6/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "23e9a93ba18cf210f8c6", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:05Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.transformer_blocks.0.norm1", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.mid", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/353771451061c7a069fef9809def92bf4afb300666282e762b2f4b3874a5fb99.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "353771451061c7a069fef9809def92bf4afb300666282e762b2f4b3874a5fb99", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/23f87ededd306dd6a3e5/measurements.json b/records/sd1/paper/23f87ededd306dd6a3e5/measurements.json deleted file mode 100644 index 8cf91ab1756d23c1bdab265a76a8b607c30f39c0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23f87ededd306dd6a3e5/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "23f87ededd306dd6a3e5", - "values": { - "cosine_distance": { - "value": 0.013014, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.013136, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.006181, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.007054, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.232, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0066, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.192, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/23f87ededd306dd6a3e5/output.webp b/records/sd1/paper/23f87ededd306dd6a3e5/output.webp deleted file mode 100644 index 9d1aaf9fe4d87da0cf022fa3b5b4f8a4f8c3f398..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23f87ededd306dd6a3e5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:32174a53066dc143ae10d7cd8f86e77993f2f59edb445988195661502c35140e -size 27704 diff --git a/records/sd1/paper/23f87ededd306dd6a3e5/record.json b/records/sd1/paper/23f87ededd306dd6a3e5/record.json deleted file mode 100644 index b5a7e96a2db6f56196d4cc7fb1b0d5ec8266acbb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/23f87ededd306dd6a3e5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "23f87ededd306dd6a3e5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:02Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.attn1.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/e154e98cb76a1493ce6b5438dc21536ef689c6795fc46c4f07a8af31ca53a731.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e154e98cb76a1493ce6b5438dc21536ef689c6795fc46c4f07a8af31ca53a731", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2400a18d478dba5048e5/interpretations.jsonl b/records/sd1/paper/2400a18d478dba5048e5/interpretations.jsonl deleted file mode 100644 index f95b6181923813cce527fa27456a16b05490b7cf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2400a18d478dba5048e5/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "2400a18d478dba5048e5"}, "kind": "caption", "value": "Coarse multicolour noise with a faint circular structure hinting at a head", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:51:17Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "6ae25b8fa670b09a"} -{"target": {"record": "2400a18d478dba5048e5"}, "kind": "change", "value": "The portrait collapses into coarse rainbow static with only a faint hint of the original shapes.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:51:17Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ecaa448b373ada6e"} -{"target": {"record": "2400a18d478dba5048e5"}, "kind": "keywords", "value": ["noise", "static", "colour speckle", "collapse"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:51:17Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "68a4b2e163204d89"} -{"target": {"record": "2400a18d478dba5048e5"}, "kind": "effect_tags", "value": ["degenerate", "subject_lost", "abstract", "saturated", "glitch"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:51:17Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "5e13616c910e8a48"} diff --git a/records/sd1/paper/2400a18d478dba5048e5/measurements.json b/records/sd1/paper/2400a18d478dba5048e5/measurements.json deleted file mode 100644 index 7287e46c9640bd3eddf446f2c9224bd6d4d72a89..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2400a18d478dba5048e5/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2400a18d478dba5048e5", - "values": { - "cosine_distance": { - "value": 0.647994, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.837844, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.937527, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.541674, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 93.668, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.02673, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 94.967, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2400a18d478dba5048e5/output.webp b/records/sd1/paper/2400a18d478dba5048e5/output.webp deleted file mode 100644 index 03af914a2787fe2e083b68c5504e6e3147594b54..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2400a18d478dba5048e5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:192df8ad6ea1879641e27ae5f4caf4807ae8b896b423c4fc76fa89965c811c32 -size 104438 diff --git a/records/sd1/paper/2400a18d478dba5048e5/record.json b/records/sd1/paper/2400a18d478dba5048e5/record.json deleted file mode 100644 index 487409a76d036bcde5f1056770e12f989ae2689e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2400a18d478dba5048e5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2400a18d478dba5048e5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:43Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "out.0", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.conv", - "kind": "out_conv", - "module_type": "GroupNorm", - "container": "Sequential", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/1a1224daa3c6ebe19822790aa5d9285c1692bbd7e396b1e63622dd96cc3c9a1c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "1a1224daa3c6ebe19822790aa5d9285c1692bbd7e396b1e63622dd96cc3c9a1c", - "type_path": "UNetModel.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/242602b4de596ee81105/interpretations.jsonl b/records/sd1/paper/242602b4de596ee81105/interpretations.jsonl deleted file mode 100644 index 92a14d0b90e16cffdf48a6e4bb7ddac34c6b4a34..0000000000000000000000000000000000000000 --- a/records/sd1/paper/242602b4de596ee81105/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "242602b4de596ee81105"}, "kind": "caption", "value": "Gritty portrait of woman with messy hair, pierced ear and smudged face on mottled grey", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:53:36Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "79609db8d427a9a9"} -{"target": {"record": "242602b4de596ee81105"}, "kind": "change", "value": "The subject becomes a gritty, grungy figure with messy hair, dirt specks, a nose ring and jacket, set inside a mottled grey frame on a white border.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:53:36Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "f71d3f4904dae693"} -{"target": {"record": "242602b4de596ee81105"}, "kind": "keywords", "value": ["grunge portrait", "messy hair", "dirt specks", "mottled backdrop", "piercings"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:53:36Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "2bac17320327b8c0"} -{"target": {"record": "242602b4de596ee81105"}, "kind": "effect_tags", "value": ["texture", "style_change", "subject_kept", "distorted", "high_contrast"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:53:36Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "f2451c48696fc2e8"} diff --git a/records/sd1/paper/242602b4de596ee81105/measurements.json b/records/sd1/paper/242602b4de596ee81105/measurements.json deleted file mode 100644 index 19b994a2648c4a73045123e862f1bda5d1bd2051..0000000000000000000000000000000000000000 --- a/records/sd1/paper/242602b4de596ee81105/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "242602b4de596ee81105", - "values": { - "cosine_distance": { - "value": 0.225639, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.362548, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.25712, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.183117, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 73.098, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01082, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 22.066, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/242602b4de596ee81105/output.webp b/records/sd1/paper/242602b4de596ee81105/output.webp deleted file mode 100644 index 6b3925d40ccde66300ff131b7c6fa50fcf5475db..0000000000000000000000000000000000000000 --- a/records/sd1/paper/242602b4de596ee81105/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:101019f48cb69def9f22aef2449a222348c7f73b56d7ab813d846551f5b3ce7e -size 38538 diff --git a/records/sd1/paper/242602b4de596ee81105/record.json b/records/sd1/paper/242602b4de596ee81105/record.json deleted file mode 100644 index c4b00f7167613586e51594c0dd34feaa00c6d205..0000000000000000000000000000000000000000 --- a/records/sd1/paper/242602b4de596ee81105/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "242602b4de596ee81105", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:40Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.0.out_layers.3", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/58a99c6d3d80a266497589e118b659b892f50ba241870d4ea25000de2fbd1208.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "58a99c6d3d80a266497589e118b659b892f50ba241870d4ea25000de2fbd1208", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/24337bac5ee44a6cc1a0/measurements.json b/records/sd1/paper/24337bac5ee44a6cc1a0/measurements.json deleted file mode 100644 index 7c63189526d9ae13dc61e6b8f73542f802954e8e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24337bac5ee44a6cc1a0/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "24337bac5ee44a6cc1a0", - "values": { - "cosine_distance": { - "value": 0.205605, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.254237, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.266957, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.240258, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 47.129, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00675, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 24.952, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/24337bac5ee44a6cc1a0/output.webp b/records/sd1/paper/24337bac5ee44a6cc1a0/output.webp deleted file mode 100644 index e67c8c1503ac5d3d2a2d959b32cd2f95b4cd7d01..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24337bac5ee44a6cc1a0/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f671e04989c30a559b1901133fd9ece41952ce6cfbf9dd841b66373b6a3819c0 -size 24270 diff --git a/records/sd1/paper/24337bac5ee44a6cc1a0/record.json b/records/sd1/paper/24337bac5ee44a6cc1a0/record.json deleted file mode 100644 index 18aafdeff3f783ce6db827bcc61593941d721ac5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24337bac5ee44a6cc1a0/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "24337bac5ee44a6cc1a0", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:47Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.proj_in", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.lo", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/00f9543661110b2cd19925bd81427f663d14eaa121c77269ad83110b64d46c19.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "00f9543661110b2cd19925bd81427f663d14eaa121c77269ad83110b64d46c19", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/244fe8b1875b31bced38/measurements.json b/records/sd1/paper/244fe8b1875b31bced38/measurements.json deleted file mode 100644 index 9c990c5bf2a7cb2ec32b1a9e284be46bfda6e96c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/244fe8b1875b31bced38/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "244fe8b1875b31bced38", - "values": { - "cosine_distance": { - "value": 0.158682, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.160964, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.088446, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.095619, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 59.633, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0041, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 19.059, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/244fe8b1875b31bced38/output.webp b/records/sd1/paper/244fe8b1875b31bced38/output.webp deleted file mode 100644 index 81b6a6fff0c334cc54683c2269eaaf7ed06f5f2c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/244fe8b1875b31bced38/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9342f16955c63eba4a1346cf490a09255a6b72aeed52eede2e6b1d255355ee24 -size 22392 diff --git a/records/sd1/paper/244fe8b1875b31bced38/record.json b/records/sd1/paper/244fe8b1875b31bced38/record.json deleted file mode 100644 index 50e66edd10d3d5612158bbac19b0d9c23511c111..0000000000000000000000000000000000000000 --- a/records/sd1/paper/244fe8b1875b31bced38/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "244fe8b1875b31bced38", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:41Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.1.transformer_blocks.0.attn1.to_q", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/09627fd931bd2c139a71be2836655578e2c659f70c4adaff5b261b87a33e5560.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "09627fd931bd2c139a71be2836655578e2c659f70c4adaff5b261b87a33e5560", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/245b29b6da9123cb8817/measurements.json b/records/sd1/paper/245b29b6da9123cb8817/measurements.json deleted file mode 100644 index 3675f9435bafdaccff41d547d9c8348d91f6d6dd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/245b29b6da9123cb8817/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "245b29b6da9123cb8817", - "values": { - "cosine_distance": { - "value": 0.203049, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.245494, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.258221, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.217428, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 47.809, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00687, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 23.234, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/245b29b6da9123cb8817/output.webp b/records/sd1/paper/245b29b6da9123cb8817/output.webp deleted file mode 100644 index aff7be03e401e206c629fb7a66a0e453a98945c3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/245b29b6da9123cb8817/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fc8b2761af206d4127e0813db7a4a9e112219dc36d4bd12004d41bd965d67c5f -size 24874 diff --git a/records/sd1/paper/245b29b6da9123cb8817/record.json b/records/sd1/paper/245b29b6da9123cb8817/record.json deleted file mode 100644 index 82466aeb0d3c2738e96e5354193e7bbb252904bc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/245b29b6da9123cb8817/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "245b29b6da9123cb8817", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:46Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.norm", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.lo", - "kind": "norm", - "module_type": "GroupNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/12cf37a2ddad5aaae03913baef788940c509e1be0199dbf1672dad86ce78f1f1.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "12cf37a2ddad5aaae03913baef788940c509e1be0199dbf1672dad86ce78f1f1", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/248d1ca2027850988249/interpretations.jsonl b/records/sd1/paper/248d1ca2027850988249/interpretations.jsonl deleted file mode 100644 index 90f1a260e27e8758160b0c39982888350b497831..0000000000000000000000000000000000000000 --- a/records/sd1/paper/248d1ca2027850988249/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "248d1ca2027850988249"}, "kind": "caption", "value": "Young woman with short dark bob in three-quarter view, muted vintage photo portrait", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:05Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "732a99a3d6221072"} -{"target": {"record": "248d1ca2027850988249"}, "kind": "change", "value": "Almost no visible change; only tiny differences in the hair and expression.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:05Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "b7c7ac03fcd9b714"} -{"target": {"record": "248d1ca2027850988249"}, "kind": "keywords", "value": ["portrait", "minimal change", "vintage photo"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:05Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "f9fbf6f2be41e4cd"} -{"target": {"record": "248d1ca2027850988249"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:37:05Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "2a2fb1c874dfdd62"} diff --git a/records/sd1/paper/248d1ca2027850988249/measurements.json b/records/sd1/paper/248d1ca2027850988249/measurements.json deleted file mode 100644 index 13087dd7ddf34ad0fd5aeae6ae15d3877959547f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/248d1ca2027850988249/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "248d1ca2027850988249", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": -0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.432, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00645, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/248d1ca2027850988249/output.webp b/records/sd1/paper/248d1ca2027850988249/output.webp deleted file mode 100644 index 2bab4746e60ee60542014a5a4795f9685c831c8e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/248d1ca2027850988249/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fa05a54229c507875fe1ebf77c01037b00d5f1218255c44f6ced287cd5115c3b -size 27634 diff --git a/records/sd1/paper/248d1ca2027850988249/record.json b/records/sd1/paper/248d1ca2027850988249/record.json deleted file mode 100644 index aa8100fe4629e20d46b34a1ebd12f238754e2b50..0000000000000000000000000000000000000000 --- a/records/sd1/paper/248d1ca2027850988249/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "248d1ca2027850988249", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:43Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.10.0.h_upd", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/fe03917f8b0f56a81931433a60b33bf5cd28192611c423de2fef9ba6882d3f38.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "fe03917f8b0f56a81931433a60b33bf5cd28192611c423de2fef9ba6882d3f38", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/248f4948cc9e0b004544/measurements.json b/records/sd1/paper/248f4948cc9e0b004544/measurements.json deleted file mode 100644 index ec222b28a61a84ae736e3c72dd3b9f8f20e01dc1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/248f4948cc9e0b004544/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "248f4948cc9e0b004544", - "values": { - "cosine_distance": { - "value": 0.050229, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.055206, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.025349, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.039945, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 68.112, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0067, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 7.681, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/248f4948cc9e0b004544/output.webp b/records/sd1/paper/248f4948cc9e0b004544/output.webp deleted file mode 100644 index 05ed6be5390000db7a5ac86de6f6fd3ba17cd235..0000000000000000000000000000000000000000 --- a/records/sd1/paper/248f4948cc9e0b004544/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c50a7a098862b2f31b3a4811fb9f4b449987a13fc03fa429e98042ea4550d046 -size 26990 diff --git a/records/sd1/paper/248f4948cc9e0b004544/record.json b/records/sd1/paper/248f4948cc9e0b004544/record.json deleted file mode 100644 index c8f7a72b5ea593523deebae3832ba320da97ff33..0000000000000000000000000000000000000000 --- a/records/sd1/paper/248f4948cc9e0b004544/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "248f4948cc9e0b004544", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:49:11Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.11.0.in_layers.2", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/fd2db8ad920ae34c92d1f75e7ab1bb954a76f1f84f0e88ce575203e50300d220.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "fd2db8ad920ae34c92d1f75e7ab1bb954a76f1f84f0e88ce575203e50300d220", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/24b7a10c5c91fb2ca807/measurements.json b/records/sd1/paper/24b7a10c5c91fb2ca807/measurements.json deleted file mode 100644 index 731206e7b9d50102d29ace851c7f470af4e2812b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24b7a10c5c91fb2ca807/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "24b7a10c5c91fb2ca807", - "values": { - "cosine_distance": { - "value": 0.079343, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.121664, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.041569, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.036442, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.674, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00473, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 14.084, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/24b7a10c5c91fb2ca807/output.webp b/records/sd1/paper/24b7a10c5c91fb2ca807/output.webp deleted file mode 100644 index 07199fdb2ece332dd4b82ead4de8be1c2b980b6d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24b7a10c5c91fb2ca807/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b7fe907b0f993d0981b7a809b8fdeaf4c0d0c363759b108fb06673ec01a9d684 -size 34660 diff --git a/records/sd1/paper/24b7a10c5c91fb2ca807/record.json b/records/sd1/paper/24b7a10c5c91fb2ca807/record.json deleted file mode 100644 index 8c5f904bd677ca9068bfeebad51043e84e9182da..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24b7a10c5c91fb2ca807/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "24b7a10c5c91fb2ca807", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:57Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.attn2.to_v", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.lo", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/614e5d2bb0a5f11c0e8bd223233afe39a44d33636db27191614e091a3966ddf7.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "614e5d2bb0a5f11c0e8bd223233afe39a44d33636db27191614e091a3966ddf7", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/24ca4f1f80aa8cd46b18/interpretations.jsonl b/records/sd1/paper/24ca4f1f80aa8cd46b18/interpretations.jsonl deleted file mode 100644 index d37efe8e77b08f5522c7850f67e4d67a0a510e42..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24ca4f1f80aa8cd46b18/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "24ca4f1f80aa8cd46b18"}, "kind": "caption", "value": "Dramatic painterly close-up of a woman with wavy brown hair and blue eyes", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:38:44Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "8f3619c729b8bac0"} -{"target": {"record": "24ca4f1f80aa8cd46b18"}, "kind": "change", "value": "Becomes a tight, saturated, almost painted close-up of a different, older woman with voluminous wavy hair, blue eyes and a denim collar. The skin looks warm and heavily rendered, and the vintage print is gone.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:38:44Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "45addc48496857f4"} -{"target": {"record": "24ca4f1f80aa8cd46b18"}, "kind": "keywords", "value": ["painterly portrait", "wavy hair", "blue eyes", "close-up", "saturated skin", "denim"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:38:44Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ccc48249b2c41c51"} -{"target": {"record": "24ca4f1f80aa8cd46b18"}, "kind": "effect_tags", "value": ["new_composition", "zoom", "saturated", "painterly", "style_change", "subject_lost"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:38:44Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "916dbd898b34705e"} diff --git a/records/sd1/paper/24ca4f1f80aa8cd46b18/measurements.json b/records/sd1/paper/24ca4f1f80aa8cd46b18/measurements.json deleted file mode 100644 index ae360508ab776dd0f9d15a3a76f23083d1ed7e12..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24ca4f1f80aa8cd46b18/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "24ca4f1f80aa8cd46b18", - "values": { - "cosine_distance": { - "value": 0.581531, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.54539, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.316242, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.201684, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.695, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00602, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 60.675, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/24ca4f1f80aa8cd46b18/output.webp b/records/sd1/paper/24ca4f1f80aa8cd46b18/output.webp deleted file mode 100644 index 35a062b604237f99e9d16a3a503661a5c9c73533..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24ca4f1f80aa8cd46b18/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7be5daae4c4a339b14b80d9f670bc52c47450ff23022f493ee5cb863b9bee381 -size 36226 diff --git a/records/sd1/paper/24ca4f1f80aa8cd46b18/record.json b/records/sd1/paper/24ca4f1f80aa8cd46b18/record.json deleted file mode 100644 index 6f6cf609894a72bd7d3d33e3bcb19a97081b87e6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24ca4f1f80aa8cd46b18/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "24ca4f1f80aa8cd46b18", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:13Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.0.skip_connection", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.lo", - "kind": "skip", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/be1d8c4cae22ed66afcd04f3b1cfcd28295952e93efa0352171df5b17620f79f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "be1d8c4cae22ed66afcd04f3b1cfcd28295952e93efa0352171df5b17620f79f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/24d448587a9392a20a5f/measurements.json b/records/sd1/paper/24d448587a9392a20a5f/measurements.json deleted file mode 100644 index 383e2a48e109d193a767188b2bb6fffc895ce622..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24d448587a9392a20a5f/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "24d448587a9392a20a5f", - "values": { - "std": { - "value": 41.513, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00354, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 49.626, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.472681, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.376185, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.218857, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/24d448587a9392a20a5f/output.webp b/records/sd1/paper/24d448587a9392a20a5f/output.webp deleted file mode 100644 index 6c53973cd019b7227c587d60738c974d2295221d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24d448587a9392a20a5f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:deb6269f657ebc18b3a2839bf3b618d1aafb9a759f8f5eba8c92889eb1d343da -size 24134 diff --git a/records/sd1/paper/24d448587a9392a20a5f/record.json b/records/sd1/paper/24d448587a9392a20a5f/record.json deleted file mode 100644 index 4ee45b0abd178545a8ba2edf9bd9a6363a28e979..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24d448587a9392a20a5f/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "24d448587a9392a20a5f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:09Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 456, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.3.0.op", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.hi", - "kind": "downsample", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "Conv2d", - "container": "Downsample" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "cc22cd9d1775f0bbd85b" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_4_3_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/24dea60f0b864dbec9a2/interpretations.jsonl b/records/sd1/paper/24dea60f0b864dbec9a2/interpretations.jsonl deleted file mode 100644 index e91961a4214af4739344deeee1eaa13140925b2d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24dea60f0b864dbec9a2/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "24dea60f0b864dbec9a2"}, "kind": "caption", "value": "Desaturated grey-green portrait of young woman with bob, slightly lower framing", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:31:21Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "52304105901e7ceb"} -{"target": {"record": "24dea60f0b864dbec9a2"}, "kind": "change", "value": "Same subject with a slightly lower crop and flatter, more desaturated grey-green tones.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:31:21Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ad35eb22b70fc618"} -{"target": {"record": "24dea60f0b864dbec9a2"}, "kind": "keywords", "value": ["desaturated", "grey green", "studio portrait", "short bob"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:31:21Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "8ea554e5545d9fd5"} -{"target": {"record": "24dea60f0b864dbec9a2"}, "kind": "effect_tags", "value": ["desaturated", "subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:31:21Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "88e6881cf0525fed"} diff --git a/records/sd1/paper/24dea60f0b864dbec9a2/measurements.json b/records/sd1/paper/24dea60f0b864dbec9a2/measurements.json deleted file mode 100644 index 7beccfbf61133712eed7f04b82f20fd0c01a8764..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24dea60f0b864dbec9a2/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "24dea60f0b864dbec9a2", - "values": { - "cosine_distance": { - "value": 0.223589, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.239652, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.16767, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.070464, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 56.063, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00423, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 26.281, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/24dea60f0b864dbec9a2/output.webp b/records/sd1/paper/24dea60f0b864dbec9a2/output.webp deleted file mode 100644 index d38b662e6b630bd88539d29cf73c4fc0a5f7ad38..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24dea60f0b864dbec9a2/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5e9344ce43605acbd69a39ab2665c05eb276510af1d184e0fea80ff38ec0e5e2 -size 32102 diff --git a/records/sd1/paper/24dea60f0b864dbec9a2/record.json b/records/sd1/paper/24dea60f0b864dbec9a2/record.json deleted file mode 100644 index 8d64ad7a61ddb15ebef935d0d68e8e063827b0c4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24dea60f0b864dbec9a2/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "24dea60f0b864dbec9a2", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:22Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.0.out_layers.2", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "Dropout", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/72d898ca422dfd1cac1d1d594a3046162dce677c044e44187af21fe24a4803e3.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "72d898ca422dfd1cac1d1d594a3046162dce677c044e44187af21fe24a4803e3", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/24ea98aaea589b89e8e5/measurements.json b/records/sd1/paper/24ea98aaea589b89e8e5/measurements.json deleted file mode 100644 index 5cd7fae010906f2422a0989d00d731d631cb1582..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24ea98aaea589b89e8e5/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "24ea98aaea589b89e8e5", - "values": { - "cosine_distance": { - "value": 0.504322, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.460065, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.242625, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.138406, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 68.112, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0068, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 52.466, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/24ea98aaea589b89e8e5/output.webp b/records/sd1/paper/24ea98aaea589b89e8e5/output.webp deleted file mode 100644 index 6eaa12fbb506f49597e2b744bf94b391dd0d36d6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24ea98aaea589b89e8e5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6d0984c9674a87a37c40a675c7a5a7e7351de78bbcba8a8ee6cd6c91058adb48 -size 27842 diff --git a/records/sd1/paper/24ea98aaea589b89e8e5/record.json b/records/sd1/paper/24ea98aaea589b89e8e5/record.json deleted file mode 100644 index fd5cf256a7415501d7358d2ae496097768dfed4b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24ea98aaea589b89e8e5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "24ea98aaea589b89e8e5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:03Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.transformer_blocks.0.attn2.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "in.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/79478ffdc32aa4cf0ba9d6b6ed54e302762c4aa43c4b9a29ce3e6df828db62d4.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "79478ffdc32aa4cf0ba9d6b6ed54e302762c4aa43c4b9a29ce3e6df828db62d4", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/24f123fca68917c85439/interpretations.jsonl b/records/sd1/paper/24f123fca68917c85439/interpretations.jsonl deleted file mode 100644 index 79aa17150d01505761764bcd927383d7cf867148..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24f123fca68917c85439/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "24f123fca68917c85439"}, "kind": "caption", "value": "Young woman with bob haircut and dark shirt in a three-quarter view, framed by a vintage photo border", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:49:48Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "24ef44bdb723860d"} -{"target": {"record": "24f123fca68917c85439"}, "kind": "change", "value": "Almost no visible change apart from minute differences in the facial features.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:49:48Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a95414521643f3cc"} -{"target": {"record": "24f123fca68917c85439"}, "kind": "keywords", "value": ["vintage portrait", "bob haircut", "minimal change"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:49:48Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "4d2ce46293cd2eb2"} -{"target": {"record": "24f123fca68917c85439"}, "kind": "effect_tags", "value": ["subject_kept", "subtle"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:49:48Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ebb11b293c877121"} diff --git a/records/sd1/paper/24f123fca68917c85439/measurements.json b/records/sd1/paper/24f123fca68917c85439/measurements.json deleted file mode 100644 index 2bcde09cc0f00a059959ea73448bfaec8f558864..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24f123fca68917c85439/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "24f123fca68917c85439", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": -0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.366, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00648, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/24f123fca68917c85439/output.webp b/records/sd1/paper/24f123fca68917c85439/output.webp deleted file mode 100644 index 27ca0f5033fd5be46d7b6f6ec3c180ea814eeb17..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24f123fca68917c85439/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4b3662989ad7f065c8c9f61ae51efc70963c7f36666064c00ec298e85a98a37e -size 30794 diff --git a/records/sd1/paper/24f123fca68917c85439/record.json b/records/sd1/paper/24f123fca68917c85439/record.json deleted file mode 100644 index e9f6bf909186676d82329ed2612de93a47478e9c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/24f123fca68917c85439/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "24f123fca68917c85439", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:14Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.0.h_upd", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "mid", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/940798cf3c11d556b2473b6ce8c8e98e38aa97f6e920ccebc3b21a3ffde86f78.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "940798cf3c11d556b2473b6ce8c8e98e38aa97f6e920ccebc3b21a3ffde86f78", - "type_path": "UNetModel.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2504d5264e5171ddd621/measurements.json b/records/sd1/paper/2504d5264e5171ddd621/measurements.json deleted file mode 100644 index 494ed8c4921745063563a3553212b657d78789bd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2504d5264e5171ddd621/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2504d5264e5171ddd621", - "values": { - "cosine_distance": { - "value": 0.000413, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.000726, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.000486, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.00063, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.22, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00639, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.091, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2504d5264e5171ddd621/output.webp b/records/sd1/paper/2504d5264e5171ddd621/output.webp deleted file mode 100644 index c5f396bf5884d1cd6e4e8e7d25290d53c2c5f307..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2504d5264e5171ddd621/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d0c1cfb5373a366f88d01e9bd2e72aea80b4816844d525d5c9d31451b5ff9dc9 -size 28606 diff --git a/records/sd1/paper/2504d5264e5171ddd621/record.json b/records/sd1/paper/2504d5264e5171ddd621/record.json deleted file mode 100644 index aa5fbef0e0195cd77fd12204fd9cf06d215ea7cd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2504d5264e5171ddd621/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2504d5264e5171ddd621", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:24Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.transformer_blocks.0.attn1.to_v", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/29187d297c88f2de2ba66342f7f4e1c3007f397bbb9ac355e114415c88b30dac.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "29187d297c88f2de2ba66342f7f4e1c3007f397bbb9ac355e114415c88b30dac", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25165c43c754795d0dd2/measurements.json b/records/sd1/paper/25165c43c754795d0dd2/measurements.json deleted file mode 100644 index f3633bc16615b2be9572f2521c0ec12165a719d1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25165c43c754795d0dd2/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "25165c43c754795d0dd2", - "values": { - "cosine_distance": { - "value": 0.053625, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.04881, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.03034, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.040163, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.504, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00635, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 8.177, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25165c43c754795d0dd2/output.webp b/records/sd1/paper/25165c43c754795d0dd2/output.webp deleted file mode 100644 index 92fdcf746556ff9bbccfe19232608d80cc84e7a2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25165c43c754795d0dd2/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2a63f6ebb68344fd835ff67c8bd0020a57558958500bb1e21fe5cc36541f14a6 -size 26044 diff --git a/records/sd1/paper/25165c43c754795d0dd2/record.json b/records/sd1/paper/25165c43c754795d0dd2/record.json deleted file mode 100644 index bf2c5540ad61f91d5d88c4a1670dbbf994c4ce72..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25165c43c754795d0dd2/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "25165c43c754795d0dd2", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:08Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.norm3", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "mid", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/d1eb504a0695cba638ea3c390f7ef73c8ad3035278a244905269f9dd1a526993.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "d1eb504a0695cba638ea3c390f7ef73c8ad3035278a244905269f9dd1a526993", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/251e0be48593fd543ab3/measurements.json b/records/sd1/paper/251e0be48593fd543ab3/measurements.json deleted file mode 100644 index 95689fce49ecdfd86e7402de29cd916c52e6ced3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/251e0be48593fd543ab3/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "251e0be48593fd543ab3", - "values": { - "cosine_distance": { - "value": 0.51515, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.659927, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.747953, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.409138, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 85.482, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.03331, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 61.036, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/251e0be48593fd543ab3/output.webp b/records/sd1/paper/251e0be48593fd543ab3/output.webp deleted file mode 100644 index bcddfefe1aa2e3f115c1128c155e57914dfc5b22..0000000000000000000000000000000000000000 --- a/records/sd1/paper/251e0be48593fd543ab3/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:bad71e1fcb9fef9345b0791fbaffec0a6c85bbbdd2b5a469843570859284a691 -size 71022 diff --git a/records/sd1/paper/251e0be48593fd543ab3/record.json b/records/sd1/paper/251e0be48593fd543ab3/record.json deleted file mode 100644 index d14ed14b84235ff3068b3ffc7425f7773e9e9747..0000000000000000000000000000000000000000 --- a/records/sd1/paper/251e0be48593fd543ab3/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "251e0be48593fd543ab3", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:13Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.1.transformer_blocks.0.attn1.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.hi", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/934583304c25a3e5213ff6bd231a9b6b4afe60a2b4db993e1184905fae490393.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "934583304c25a3e5213ff6bd231a9b6b4afe60a2b4db993e1184905fae490393", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/253492042535c2393618/measurements.json b/records/sd1/paper/253492042535c2393618/measurements.json deleted file mode 100644 index 281f6a72df0fed5229b59c34c3835fb2cab09008..0000000000000000000000000000000000000000 --- a/records/sd1/paper/253492042535c2393618/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "253492042535c2393618", - "values": { - "cosine_distance": { - "value": 0.12107, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.144657, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.042583, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.038551, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.984, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00383, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 17.271, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/253492042535c2393618/output.webp b/records/sd1/paper/253492042535c2393618/output.webp deleted file mode 100644 index c328c0281e6b2d4c3c10c2040a93ca7b48ad77bb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/253492042535c2393618/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1ca58d8d12e880c82a1299737b2219c43f3be303e7e93721136c5270186a57b4 -size 28068 diff --git a/records/sd1/paper/253492042535c2393618/record.json b/records/sd1/paper/253492042535c2393618/record.json deleted file mode 100644 index 59cd43afb4b7e765a6f1c59df3d3b0bb4ff201bb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/253492042535c2393618/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "253492042535c2393618", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:44Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.0.0.out_layers.1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/7206aaf1ecea4aac9a370ee39dde03bf512bb6b81b3e8868f9ec2637a1f81b50.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7206aaf1ecea4aac9a370ee39dde03bf512bb6b81b3e8868f9ec2637a1f81b50", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2538a04d297e540bb2eb/measurements.json b/records/sd1/paper/2538a04d297e540bb2eb/measurements.json deleted file mode 100644 index 88d98ff9476de3fe498d031a2a54385afc88b543..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2538a04d297e540bb2eb/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2538a04d297e540bb2eb", - "values": { - "cosine_distance": { - "value": 0.034349, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.038657, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.012408, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.030817, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.318, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00627, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 7.174, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2538a04d297e540bb2eb/output.webp b/records/sd1/paper/2538a04d297e540bb2eb/output.webp deleted file mode 100644 index aeb1722fc64ebe06199796d644709be041c23ee6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2538a04d297e540bb2eb/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d8f03d8a2910e9ec4d559225529a8625b456ce8aeb3650cd8e54b8ae368d8004 -size 29656 diff --git a/records/sd1/paper/2538a04d297e540bb2eb/record.json b/records/sd1/paper/2538a04d297e540bb2eb/record.json deleted file mode 100644 index 976c0ad01bf82ef28e5e4e642fbfad69c8dc7de0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2538a04d297e540bb2eb/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2538a04d297e540bb2eb", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:26Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.1.transformer_blocks.0.norm1", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.lo", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/a5f2fb2e0ef9054a4eb2b0eea0d97f8d02a2d1621c950cf053c5ab94c88102be.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "a5f2fb2e0ef9054a4eb2b0eea0d97f8d02a2d1621c950cf053c5ab94c88102be", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/253c9e2e476c1aa2d403/measurements.json b/records/sd1/paper/253c9e2e476c1aa2d403/measurements.json deleted file mode 100644 index 4b7b4199543c4da926e3cfe9f87f15dec5d6e3d4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/253c9e2e476c1aa2d403/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "253c9e2e476c1aa2d403", - "values": { - "cosine_distance": { - "value": 0.306476, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.289392, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.223189, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.197391, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 59.753, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0065, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 36.638, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/253c9e2e476c1aa2d403/output.webp b/records/sd1/paper/253c9e2e476c1aa2d403/output.webp deleted file mode 100644 index ccdcbd69f907e4710039aeb7c26159a85f0c27a5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/253c9e2e476c1aa2d403/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c0445bc5913e323181af3a2f8343fedab460d31f31debfa3d6324820a9350103 -size 25522 diff --git a/records/sd1/paper/253c9e2e476c1aa2d403/record.json b/records/sd1/paper/253c9e2e476c1aa2d403/record.json deleted file mode 100644 index 37f1bf576fc8fd370005909780c93925930e3590..0000000000000000000000000000000000000000 --- a/records/sd1/paper/253c9e2e476c1aa2d403/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "253c9e2e476c1aa2d403", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:35:03Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.1.transformer_blocks.0.ff.net.1", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.mid", - "kind": "ff", - "module_type": "Dropout", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/fc6e3db40e5fed31d9d18b5e4002f3107d07a78db3d462fe208e3f540ae6702e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "fc6e3db40e5fed31d9d18b5e4002f3107d07a78db3d462fe208e3f540ae6702e", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25494d0c6c7a24274bdf/measurements.json b/records/sd1/paper/25494d0c6c7a24274bdf/measurements.json deleted file mode 100644 index 0dcb83027c873d026e0664a6e01ebce6b7538224..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25494d0c6c7a24274bdf/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "25494d0c6c7a24274bdf", - "values": { - "cosine_distance": { - "value": 0.126082, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.134357, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.074571, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.072672, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.11, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00435, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 16.796, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25494d0c6c7a24274bdf/output.webp b/records/sd1/paper/25494d0c6c7a24274bdf/output.webp deleted file mode 100644 index 93a50f53b8f883c1d1bbf7ba5bff02aa3a47698d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25494d0c6c7a24274bdf/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c90c1ace0225d469ad1fcece868bf7dbf3888c7b80f3a146a08687f99af5aa22 -size 30356 diff --git a/records/sd1/paper/25494d0c6c7a24274bdf/record.json b/records/sd1/paper/25494d0c6c7a24274bdf/record.json deleted file mode 100644 index b369ccb48298b7e694f1a3378c38506090bfd613..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25494d0c6c7a24274bdf/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "25494d0c6c7a24274bdf", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:54Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.10.0.in_layers.2", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/5656c6f36f4cabc89fdf241baf7d5fe2b02dc8a0ec0e4184fef3215fc5466649.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "5656c6f36f4cabc89fdf241baf7d5fe2b02dc8a0ec0e4184fef3215fc5466649", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2571ef85c41906a3957f/interpretations.jsonl b/records/sd1/paper/2571ef85c41906a3957f/interpretations.jsonl deleted file mode 100644 index 80927e8a2a1b8ab539ec7b5cb00d1ca9823e4e0e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2571ef85c41906a3957f/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "2571ef85c41906a3957f"}, "kind": "caption", "value": "Young woman with dark bob, red lips, rosy cheeks, against vivid mint-green backdrop with worn border", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:05:10Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0da7d50edb253040"} -{"target": {"record": "2571ef85c41906a3957f"}, "kind": "change", "value": "Colours become richer and warmer in the skin with red lips, the background shifts to a saturated mint green, and the face turns more frontal with fuller hair.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:05:10Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "7b8988fe55482852"} -{"target": {"record": "2571ef85c41906a3957f"}, "kind": "keywords", "value": ["mint green background", "red lips", "saturated portrait", "vintage border"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:05:10Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "9132b404983f152f"} -{"target": {"record": "2571ef85c41906a3957f"}, "kind": "effect_tags", "value": ["colour_shift", "saturated", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:05:10Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ad8627fc75c1ec1a"} diff --git a/records/sd1/paper/2571ef85c41906a3957f/measurements.json b/records/sd1/paper/2571ef85c41906a3957f/measurements.json deleted file mode 100644 index 90f397a0191340b9f6306b145e95ab0fd5fefaa6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2571ef85c41906a3957f/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "2571ef85c41906a3957f", - "values": { - "cosine_distance": { - "value": 0.144455, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.16508, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.092613, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.092003, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 73.946, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00466, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 20.737, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2571ef85c41906a3957f/output.webp b/records/sd1/paper/2571ef85c41906a3957f/output.webp deleted file mode 100644 index 7903d5c701f98ba9d37d06579f5afdd66b0d082d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2571ef85c41906a3957f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:8bb39c46400467cd199c82f86ea666fcc4ef791ff3f44c0317c37673dd1c5c8e -size 31964 diff --git a/records/sd1/paper/2571ef85c41906a3957f/record.json b/records/sd1/paper/2571ef85c41906a3957f/record.json deleted file mode 100644 index 48c88ef9e90a3c421d175d5d4414c11e38fa4dce..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2571ef85c41906a3957f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2571ef85c41906a3957f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:13Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.mid", - "kind": "skip", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/2ec4c68ad347771d643ff95bb00114514aac6222be11072dcef1ab23c1b9b143.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "2ec4c68ad347771d643ff95bb00114514aac6222be11072dcef1ab23c1b9b143", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25792efdd5d518151a1f/measurements.json b/records/sd1/paper/25792efdd5d518151a1f/measurements.json deleted file mode 100644 index a4a3da5a9f9d76d71dfba438909450ff2627dcac..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25792efdd5d518151a1f/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "25792efdd5d518151a1f", - "values": { - "cosine_distance": { - "value": 0.047109, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.049444, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.028748, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.084549, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.443, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00624, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 7.643, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25792efdd5d518151a1f/output.webp b/records/sd1/paper/25792efdd5d518151a1f/output.webp deleted file mode 100644 index 2d5c51e62ccad6395ef8b8258cf31eaa3085cbee..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25792efdd5d518151a1f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9cd2279f60791a980ffa3dafbc526d7f1480f5d2755d7afd02fc5dd2a71908ca -size 26066 diff --git a/records/sd1/paper/25792efdd5d518151a1f/record.json b/records/sd1/paper/25792efdd5d518151a1f/record.json deleted file mode 100644 index 6fe33209e4fa1571f83d4a3a038e824d0864f63a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25792efdd5d518151a1f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "25792efdd5d518151a1f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:31Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.0.in_layers.2", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/1e2b5d76f5d21f9c9d40307440e4105e7d876f5bcad2b15de9181b9bfd8569bf.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "1e2b5d76f5d21f9c9d40307440e4105e7d876f5bcad2b15de9181b9bfd8569bf", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2587c0cdb3ee21fbdeea/measurements.json b/records/sd1/paper/2587c0cdb3ee21fbdeea/measurements.json deleted file mode 100644 index 1dbe63e695f26de5a56e545a52bc908aab71efba..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2587c0cdb3ee21fbdeea/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2587c0cdb3ee21fbdeea", - "values": { - "cosine_distance": { - "value": 0.072438, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.076625, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.045042, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.062195, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.281, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00666, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 8.853, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2587c0cdb3ee21fbdeea/output.webp b/records/sd1/paper/2587c0cdb3ee21fbdeea/output.webp deleted file mode 100644 index 5db700a3be0dae88a1ccfff3300283023b70699f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2587c0cdb3ee21fbdeea/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0113558e95c2826e67ff58be4a776030d19561a8cd5ea60797d7d775d9ac0bef -size 27716 diff --git a/records/sd1/paper/2587c0cdb3ee21fbdeea/record.json b/records/sd1/paper/2587c0cdb3ee21fbdeea/record.json deleted file mode 100644 index eec01cb0ab4af20ea8b57b04a081afa9299c3425..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2587c0cdb3ee21fbdeea/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2587c0cdb3ee21fbdeea", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:49:22Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.11.1.norm", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.hi", - "kind": "norm", - "module_type": "GroupNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/270f5dab380498995c22be0d128d96b1d8214093f3fa951483578325157edad1.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "270f5dab380498995c22be0d128d96b1d8214093f3fa951483578325157edad1", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25988e061696654b31cb/measurements.json b/records/sd1/paper/25988e061696654b31cb/measurements.json deleted file mode 100644 index 73e403be7f12411b6150eb7c1e3e574aa05dec9e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25988e061696654b31cb/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "25988e061696654b31cb", - "values": { - "std": { - "value": 45.152, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00683, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 53.912, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.608297, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.45194, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.29026, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25988e061696654b31cb/output.webp b/records/sd1/paper/25988e061696654b31cb/output.webp deleted file mode 100644 index 0d8036c8f70b8c400b31d8fb4f4b34a7d45f12e2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25988e061696654b31cb/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:59c5b3624c99d6699ed08bb52ff3096e2878542225e1b6a46315d5ecbeca0f4d -size 48622 diff --git a/records/sd1/paper/25988e061696654b31cb/record.json b/records/sd1/paper/25988e061696654b31cb/record.json deleted file mode 100644 index 423233d7712507c2eef0cb96601679af95ee34d8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25988e061696654b31cb/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "25988e061696654b31cb", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:28Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 786, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "time_embed.2", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "embed", - "kind": "time_embed", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "Linear", - "container": "Sequential" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "bf0726ee79d520e2e457" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_0_5_3.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/25a8e9010dfac71990f0/measurements.json b/records/sd1/paper/25a8e9010dfac71990f0/measurements.json deleted file mode 100644 index 04a3f7557bfad735fce968c2f675fc37ede8764e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25a8e9010dfac71990f0/measurements.json +++ /dev/null @@ -1,39 +0,0 @@ -{ - "record": "25a8e9010dfac71990f0", - "values": { - "std": { - "value": 66.176, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00411, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 35.5, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.34894, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.258616, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.166013, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25a8e9010dfac71990f0/output.webp b/records/sd1/paper/25a8e9010dfac71990f0/output.webp deleted file mode 100644 index 2006f441af2f35784b59ef6e4ed5003b50fa067e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25a8e9010dfac71990f0/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d8f5cee47c8e3eb84233f2b5c67bd35cb1744551ceb8ebf3d22d02bad37bdfed -size 19454 diff --git a/records/sd1/paper/25a8e9010dfac71990f0/record.json b/records/sd1/paper/25a8e9010dfac71990f0/record.json deleted file mode 100644 index 3244475ecf38a9a90d9eda98c489dc03a642f4de..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25a8e9010dfac71990f0/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "25a8e9010dfac71990f0", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:50:58Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 123, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.1.proj_in", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.mid", - "kind": "proj", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "Conv2d", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "c9418495aefcf734c9e1" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_6_2_3.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/25c772329c7bb229cbae/interpretations.jsonl b/records/sd1/paper/25c772329c7bb229cbae/interpretations.jsonl deleted file mode 100644 index e357e68f97ee10c309110ff981c143f46914a484..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25c772329c7bb229cbae/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "25c772329c7bb229cbae"}, "kind": "caption", "value": "Ghostly smeared sepia figure fading into misty cream background, face barely legible", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:05:10Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "35bb2f253c5e4e6b"} -{"target": {"record": "25c772329c7bb229cbae"}, "kind": "change", "value": "The sharp portrait dissolves into a foggy sepia blur where only a ghostly face and dark shoulders remain, like a ruined antique photo.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:05:10Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "80186f13b26b1db3"} -{"target": {"record": "25c772329c7bb229cbae"}, "kind": "keywords", "value": ["ghostly portrait", "sepia blur", "foggy", "dissolving face", "ruined photograph"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:05:10Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ab7fd7a413cdee55"} -{"target": {"record": "25c772329c7bb229cbae"}, "kind": "effect_tags", "value": ["blur", "washed_out", "colour_shift", "abstract", "subject_lost", "degenerate"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:05:10Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a4f2534c45cb7f0e"} diff --git a/records/sd1/paper/25c772329c7bb229cbae/measurements.json b/records/sd1/paper/25c772329c7bb229cbae/measurements.json deleted file mode 100644 index aadd52ee0052e4fce1bfcc96d5c16386002fdbd1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25c772329c7bb229cbae/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "25c772329c7bb229cbae", - "values": { - "cosine_distance": { - "value": 0.257957, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.462703, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.525863, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.385718, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 49.673, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00314, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 32.451, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25c772329c7bb229cbae/output.webp b/records/sd1/paper/25c772329c7bb229cbae/output.webp deleted file mode 100644 index b8ebe381ef3811226a60a864c52738141b523b41..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25c772329c7bb229cbae/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b18cfd081d88f2ed327516c5b8cb895da0f9fabe73670d314ea3f0402441ec4e -size 35588 diff --git a/records/sd1/paper/25c772329c7bb229cbae/record.json b/records/sd1/paper/25c772329c7bb229cbae/record.json deleted file mode 100644 index 9a84ad44d58e7bb4e5c5d0f3f886b6a10a6684ad..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25c772329c7bb229cbae/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "25c772329c7bb229cbae", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:43Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.1.transformer_blocks.0.attn1.to_v", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.mid", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/7095f4547d455c5c0b4e49b1e07b4e200c2c1ba6ebc91e66266e3b880f710a23.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7095f4547d455c5c0b4e49b1e07b4e200c2c1ba6ebc91e66266e3b880f710a23", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25caeb7c7025c7d9327d/measurements.json b/records/sd1/paper/25caeb7c7025c7d9327d/measurements.json deleted file mode 100644 index 67ff3e74c91d9032d40fd84a6b655ccb90a73c31..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25caeb7c7025c7d9327d/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "25caeb7c7025c7d9327d", - "values": { - "cosine_distance": { - "value": 0.401973, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.378532, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.252464, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.165652, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 57.385, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00597, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 46.191, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25caeb7c7025c7d9327d/output.webp b/records/sd1/paper/25caeb7c7025c7d9327d/output.webp deleted file mode 100644 index de69f4519f598e5979bcd6b1906faf2f3f948255..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25caeb7c7025c7d9327d/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b547faa6999760981047cd357e024766fe42828485b0db571d3df7f008240b52 -size 38098 diff --git a/records/sd1/paper/25caeb7c7025c7d9327d/record.json b/records/sd1/paper/25caeb7c7025c7d9327d/record.json deleted file mode 100644 index 71559d5d15cfaaa7ba5df0ed220172f89dc177fc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25caeb7c7025c7d9327d/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "25caeb7c7025c7d9327d", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:11Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.0.out_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/c618ee98562b5d2bfc4298886d9e67957bbe702528ae295db2651b1c2f97bc65.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "c618ee98562b5d2bfc4298886d9e67957bbe702528ae295db2651b1c2f97bc65", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25cc9625ce4be29136eb/measurements.json b/records/sd1/paper/25cc9625ce4be29136eb/measurements.json deleted file mode 100644 index a7e04e5428c803d7f76d30d2881811f210955b46..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25cc9625ce4be29136eb/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "25cc9625ce4be29136eb", - "values": { - "cosine_distance": { - "value": 0.00238, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.002893, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.00367, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.002004, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.349, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00642, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.049, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25cc9625ce4be29136eb/output.webp b/records/sd1/paper/25cc9625ce4be29136eb/output.webp deleted file mode 100644 index 09c6fcf3cd4a5eb3c05aa8c8cbce7e7e00910e9e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25cc9625ce4be29136eb/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9bf0a9377c642b1c12c11f7043123da64d92719f4716123e874d13953ec77f21 -size 27262 diff --git a/records/sd1/paper/25cc9625ce4be29136eb/record.json b/records/sd1/paper/25cc9625ce4be29136eb/record.json deleted file mode 100644 index 2c8dc747d82a773780bff8299f2530a354859d97..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25cc9625ce4be29136eb/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "25cc9625ce4be29136eb", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:49:33Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.11.1.transformer_blocks.0.attn2.to_q", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.hi", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/62c9771584bde5fbabeb4b625936f15e5c448be79154223b325eef48776f64f3.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "62c9771584bde5fbabeb4b625936f15e5c448be79154223b325eef48776f64f3", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25d6877ede2d862d7896/interpretations.jsonl b/records/sd1/paper/25d6877ede2d862d7896/interpretations.jsonl deleted file mode 100644 index ef94d0269b12ec194e486c940409d527e48acc63..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25d6877ede2d862d7896/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "25d6877ede2d862d7896"}, "kind": "caption", "value": "Distorted glitchy sculpture-like bust in blue and orange smears on a pale speckled background", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:40:54Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "8f71451c10c6e7bf"} -{"target": {"record": "25d6877ede2d862d7896"}, "kind": "change", "value": "The photo turns into a warped, painterly-glitch figure with a melted face, blue-black hair and splashes of orange and pastel colour; the silhouette loosely survives.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:40:54Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "71f6250aa6fe117a"} -{"target": {"record": "25d6877ede2d862d7896"}, "kind": "keywords", "value": ["glitch portrait", "melted face", "blue orange", "distorted bust", "painterly glitch"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:40:54Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "d7ce1849a3fdaa0e"} -{"target": {"record": "25d6877ede2d862d7896"}, "kind": "effect_tags", "value": ["distorted", "glitch", "saturated", "colour_shift", "style_change", "surreal", "painterly"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:40:54Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "afebb331e40508e7"} diff --git a/records/sd1/paper/25d6877ede2d862d7896/measurements.json b/records/sd1/paper/25d6877ede2d862d7896/measurements.json deleted file mode 100644 index c28a006674ce1ce3be023da7a253fe55d93385eb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25d6877ede2d862d7896/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "25d6877ede2d862d7896", - "values": { - "cosine_distance": { - "value": 0.503363, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.615753, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.639175, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.332225, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 89.763, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01169, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 64.581, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25d6877ede2d862d7896/output.webp b/records/sd1/paper/25d6877ede2d862d7896/output.webp deleted file mode 100644 index 9a5320aecb44b7367695a6bd2d5ed8dd53b068bb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25d6877ede2d862d7896/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:102488d9dc417bd7e66cd10cd99d29b4e4a615436157be32ebcf32ec285b2ba9 -size 57668 diff --git a/records/sd1/paper/25d6877ede2d862d7896/record.json b/records/sd1/paper/25d6877ede2d862d7896/record.json deleted file mode 100644 index 9c4fc77b043e725046b2efb05d205a093bde87e1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25d6877ede2d862d7896/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "25d6877ede2d862d7896", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:38Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.1.norm", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.mid", - "kind": "norm", - "module_type": "GroupNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/c3630dbb99d5c1e196ed6d31bc7a4e65acae1d6fe07bd3aa0734bd9d5dcffa11.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "c3630dbb99d5c1e196ed6d31bc7a4e65acae1d6fe07bd3aa0734bd9d5dcffa11", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25d84a3836c01575cff5/measurements.json b/records/sd1/paper/25d84a3836c01575cff5/measurements.json deleted file mode 100644 index c3d0b6a6391c98ebc7bcdb2361cde3461c2a01fe..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25d84a3836c01575cff5/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "25d84a3836c01575cff5", - "values": { - "cosine_distance": { - "value": 0.090199, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.100955, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.043809, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.086937, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.247, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00289, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 13.141, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25d84a3836c01575cff5/output.webp b/records/sd1/paper/25d84a3836c01575cff5/output.webp deleted file mode 100644 index 7d172c9d7d071bb30f709a6dcb9ddb1f679d8a29..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25d84a3836c01575cff5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9e4de2728a11a07dc244f9192fa8370a9b30533521d07715fab258b71889108b -size 26892 diff --git a/records/sd1/paper/25d84a3836c01575cff5/record.json b/records/sd1/paper/25d84a3836c01575cff5/record.json deleted file mode 100644 index 4f23c86a95ea9dcf36b6a4ce0fc9f775d415005e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25d84a3836c01575cff5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "25d84a3836c01575cff5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:59Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.1.norm", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.hi", - "kind": "norm", - "module_type": "GroupNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/7e87428fada29e35b822aa65f085b0f92fa33f05c16179e289a20c2569129bc5.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7e87428fada29e35b822aa65f085b0f92fa33f05c16179e289a20c2569129bc5", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25e4ae1c94f970aa3abb/measurements.json b/records/sd1/paper/25e4ae1c94f970aa3abb/measurements.json deleted file mode 100644 index b230f764c82bc73fb631e0fb5cb32100476cd679..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25e4ae1c94f970aa3abb/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "25e4ae1c94f970aa3abb", - "values": { - "cosine_distance": { - "value": 0.036144, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.049797, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.020724, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.02505, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.812, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00606, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 7.617, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25e4ae1c94f970aa3abb/output.webp b/records/sd1/paper/25e4ae1c94f970aa3abb/output.webp deleted file mode 100644 index 398c64ab0e47303b401fcb1fe98c1fcbad1c753a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25e4ae1c94f970aa3abb/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:29966983e6836da15a233b3f37a8fdbdbd1e69e7c3954167ba7f71ea238e6aac -size 28390 diff --git a/records/sd1/paper/25e4ae1c94f970aa3abb/record.json b/records/sd1/paper/25e4ae1c94f970aa3abb/record.json deleted file mode 100644 index 18c340404032dc33d9cf1684ee6035ef479ddd57..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25e4ae1c94f970aa3abb/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "25e4ae1c94f970aa3abb", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:57Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.attn2.to_v", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.lo", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/53816692df41d652d97156742d09d01791b85e3598677a2983240f617e5ac432.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "53816692df41d652d97156742d09d01791b85e3598677a2983240f617e5ac432", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25e579ddd3e2db625f71/measurements.json b/records/sd1/paper/25e579ddd3e2db625f71/measurements.json deleted file mode 100644 index 1dd3d2473e6b24aa10d0d582f5a570b7cf60319c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25e579ddd3e2db625f71/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "25e579ddd3e2db625f71", - "values": { - "cosine_distance": { - "value": 0.373975, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.530014, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.293987, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.15123, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 60.051, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01074, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 37.505, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25e579ddd3e2db625f71/output.webp b/records/sd1/paper/25e579ddd3e2db625f71/output.webp deleted file mode 100644 index aa0061ac47e6be1ef706506f064541ff03d38746..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25e579ddd3e2db625f71/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a266fc4e82ed9bb85997390f11bd1beadbe381b58c977f769bf73c4c6ee96a1a -size 48372 diff --git a/records/sd1/paper/25e579ddd3e2db625f71/record.json b/records/sd1/paper/25e579ddd3e2db625f71/record.json deleted file mode 100644 index 4926fc1b27fcc5ec232abae4679f6c8cfdbdc04d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25e579ddd3e2db625f71/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "25e579ddd3e2db625f71", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:22Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.0.out_layers.2", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "Dropout", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/6c5ea34015e31865d8ae0dd3f63c396b9b5c727edbdcd1b88d4ed10309d954e2.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "6c5ea34015e31865d8ae0dd3f63c396b9b5c727edbdcd1b88d4ed10309d954e2", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25edd362cebec9a64658/measurements.json b/records/sd1/paper/25edd362cebec9a64658/measurements.json deleted file mode 100644 index 3700d190c8602a2b602ad3611fbf3d37ed78369d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25edd362cebec9a64658/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "25edd362cebec9a64658", - "values": { - "cosine_distance": { - "value": 0.14446, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.272592, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.19528, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.093575, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.832, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00333, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 14.794, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25edd362cebec9a64658/output.webp b/records/sd1/paper/25edd362cebec9a64658/output.webp deleted file mode 100644 index 48356c0f38ba32263e9411163a529341e190cf92..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25edd362cebec9a64658/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:30a06ecc360633dd7bd34777ed11cde28ce91d5710733b0129aedf981ed97252 -size 16140 diff --git a/records/sd1/paper/25edd362cebec9a64658/record.json b/records/sd1/paper/25edd362cebec9a64658/record.json deleted file mode 100644 index 2e9d9f9d74acd054cba6230703a8aa0aa3dff83a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25edd362cebec9a64658/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "25edd362cebec9a64658", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:34Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.11.1.transformer_blocks.0.ff.net.2", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.hi", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/3cceee9c198d188053f5a1783aa84eaf8aa7979914abb9bca494dd63449f5e92.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "3cceee9c198d188053f5a1783aa84eaf8aa7979914abb9bca494dd63449f5e92", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25fdc062c5864df4dfcc/interpretations.jsonl b/records/sd1/paper/25fdc062c5864df4dfcc/interpretations.jsonl deleted file mode 100644 index 20fd9508f5c60df64e04f8cb965fed0cea9e25d7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25fdc062c5864df4dfcc/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "25fdc062c5864df4dfcc"}, "kind": "caption", "value": "Woman with straight shoulder-length brown hair in black top, frontal pale vintage portrait", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:34:20Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "3ebab8cd11231914"} -{"target": {"record": "25fdc062c5864df4dfcc"}, "kind": "change", "value": "The short dark bob becomes straight, shoulder-length chestnut hair, the face turns frontal, and the tones lighten and soften.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:34:20Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "521df76151b7ff7b"} -{"target": {"record": "25fdc062c5864df4dfcc"}, "kind": "keywords", "value": ["shoulder-length hair", "brown hair", "frontal portrait", "soft vintage"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:34:20Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1c95e76709e5e8da"} -{"target": {"record": "25fdc062c5864df4dfcc"}, "kind": "effect_tags", "value": ["subject_kept", "bright", "colour_shift"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:34:20Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ee533714067ce759"} diff --git a/records/sd1/paper/25fdc062c5864df4dfcc/measurements.json b/records/sd1/paper/25fdc062c5864df4dfcc/measurements.json deleted file mode 100644 index c89527620c031903aec69fa52a55212e60ebf09a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25fdc062c5864df4dfcc/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "25fdc062c5864df4dfcc", - "values": { - "cosine_distance": { - "value": 0.240675, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.264358, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.113174, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.103536, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 62.747, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00571, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 25.635, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/25fdc062c5864df4dfcc/output.webp b/records/sd1/paper/25fdc062c5864df4dfcc/output.webp deleted file mode 100644 index e1fb70b05b1a11fb6833c67b60b71ef90b289c9a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25fdc062c5864df4dfcc/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1e99b3136a9104f0dc18d1a0e4ae7ac2727f7302624e17c34eed44c4c2f84be0 -size 27390 diff --git a/records/sd1/paper/25fdc062c5864df4dfcc/record.json b/records/sd1/paper/25fdc062c5864df4dfcc/record.json deleted file mode 100644 index 19876c1d58ad5651180952ea1a9876a63f0da508..0000000000000000000000000000000000000000 --- a/records/sd1/paper/25fdc062c5864df4dfcc/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "25fdc062c5864df4dfcc", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:50Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.9.0.op", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.lo", - "kind": "downsample", - "module_type": "Conv2d", - "container": "Downsample", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/bda1b809d223829bcdc654013aa20ced8ac35b5a2088b487bb3f272748c761b3.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "bda1b809d223829bcdc654013aa20ced8ac35b5a2088b487bb3f272748c761b3", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.Downsample.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26058fe41a073cb5fd09/interpretations.jsonl b/records/sd1/paper/26058fe41a073cb5fd09/interpretations.jsonl deleted file mode 100644 index c3746703e3b49aaaf4ff8f91212a0b6eedcb0d21..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26058fe41a073cb5fd09/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "26058fe41a073cb5fd09"}, "kind": "caption", "value": "Smeared faceless figure with blurred mask face and dark torso on beige ground", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:03:41Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "b67b6d2ffac91ebf"} -{"target": {"record": "26058fe41a073cb5fd09"}, "kind": "change", "value": "The portrait collapses into a crude, smeared figure with a featureless mask face, a flat dark body and a faded beige-sepia background.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:03:41Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "57852cc53b9449cc"} -{"target": {"record": "26058fe41a073cb5fd09"}, "kind": "keywords", "value": ["faceless", "smeared portrait", "uncanny figure", "sepia", "collapsed image"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:03:41Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "093d51127c802856"} -{"target": {"record": "26058fe41a073cb5fd09"}, "kind": "effect_tags", "value": ["distorted", "abstract", "surreal", "washed_out", "colour_shift", "degenerate", "painterly"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:03:41Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "28430b113387f4ed"} diff --git a/records/sd1/paper/26058fe41a073cb5fd09/measurements.json b/records/sd1/paper/26058fe41a073cb5fd09/measurements.json deleted file mode 100644 index a20020d155ea559ed3293087b6e2af2eebfe0d31..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26058fe41a073cb5fd09/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "26058fe41a073cb5fd09", - "values": { - "cosine_distance": { - "value": 0.194734, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.324057, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.445548, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.299664, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 45.13, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00562, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 26.281, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26058fe41a073cb5fd09/output.webp b/records/sd1/paper/26058fe41a073cb5fd09/output.webp deleted file mode 100644 index ffb5cc3d24a4fd7d2068bd88904856a1ff5e984c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26058fe41a073cb5fd09/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:8ff723da3f62a1fa07be1f9f9c701da35ea6d5b63338d6e384ba584a1153d459 -size 29390 diff --git a/records/sd1/paper/26058fe41a073cb5fd09/record.json b/records/sd1/paper/26058fe41a073cb5fd09/record.json deleted file mode 100644 index bc07b6770bd3b768c2376ea90ee9f958781e5f55..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26058fe41a073cb5fd09/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "26058fe41a073cb5fd09", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:04Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.0.in_layers.0", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/4dadc2cdc2bdbd9642db18e7be962428bdd76e863b62d6c23f1e45d41529324d.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "4dadc2cdc2bdbd9642db18e7be962428bdd76e863b62d6c23f1e45d41529324d", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2608b6cbf3fddafe6d73/interpretations.jsonl b/records/sd1/paper/2608b6cbf3fddafe6d73/interpretations.jsonl deleted file mode 100644 index dddff10fff7c89007051ff530e7b19ed95ec5b74..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2608b6cbf3fddafe6d73/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "2608b6cbf3fddafe6d73"}, "kind": "caption", "value": "Muted vintage portrait of a short-haired young woman in black on a grey-green backdrop", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:38:44Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "2b0021d5ff77abc1"} -{"target": {"record": "2608b6cbf3fddafe6d73"}, "kind": "change", "value": "Almost no visible change; the face shifts very slightly at most.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:38:44Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c7a52070696a5584"} -{"target": {"record": "2608b6cbf3fddafe6d73"}, "kind": "keywords", "value": ["vintage portrait", "near identical", "short hair woman", "muted tones"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:38:44Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "f29047b2a23d2c69"} -{"target": {"record": "2608b6cbf3fddafe6d73"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:38:44Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "fe8a744f300c94ad"} diff --git a/records/sd1/paper/2608b6cbf3fddafe6d73/measurements.json b/records/sd1/paper/2608b6cbf3fddafe6d73/measurements.json deleted file mode 100644 index 5733d5412333e6f54dc6070d1a4e01a73cd8313d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2608b6cbf3fddafe6d73/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2608b6cbf3fddafe6d73", - "values": { - "cosine_distance": { - "value": 0.017652, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.017951, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.006184, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.021636, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.062, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0062, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.462, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2608b6cbf3fddafe6d73/output.webp b/records/sd1/paper/2608b6cbf3fddafe6d73/output.webp deleted file mode 100644 index 8ec871f9ec65396c088611edd548692f2f189770..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2608b6cbf3fddafe6d73/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a56f6f5786b10d345cd54849462a6aa914dc601fac5d78b2ff83f7c14ee39956 -size 26676 diff --git a/records/sd1/paper/2608b6cbf3fddafe6d73/record.json b/records/sd1/paper/2608b6cbf3fddafe6d73/record.json deleted file mode 100644 index 840992e12c174f0d07f273096a53cb4e8857f43f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2608b6cbf3fddafe6d73/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2608b6cbf3fddafe6d73", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:15Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.transformer_blocks.0.attn1.to_k", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "in.lo", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/371db55f994c0807b6b11a4d82bc9af695a3c98159ac300f9859e84bb091bd36.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "371db55f994c0807b6b11a4d82bc9af695a3c98159ac300f9859e84bb091bd36", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2610a298bc24d10fd7e7/measurements.json b/records/sd1/paper/2610a298bc24d10fd7e7/measurements.json deleted file mode 100644 index 1ce7080d7584008c5c3e57f6635c4aab1505d040..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2610a298bc24d10fd7e7/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "2610a298bc24d10fd7e7", - "values": { - "std": { - "value": 104.297, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01469, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 59.757, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.495852, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.654397, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.394774, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2610a298bc24d10fd7e7/output.webp b/records/sd1/paper/2610a298bc24d10fd7e7/output.webp deleted file mode 100644 index ed2fd55ba30858a88081e96f7b8fbcc6eed65058..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2610a298bc24d10fd7e7/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f95cad36856bce4aedaf6edc3867a9c2b46b5e0b485e3cb309d3d335ae2ce8ed -size 28056 diff --git a/records/sd1/paper/2610a298bc24d10fd7e7/record.json b/records/sd1/paper/2610a298bc24d10fd7e7/record.json deleted file mode 100644 index 32bc7e727fcf8dae4410bf835619bfe1f3392cea..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2610a298bc24d10fd7e7/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "2610a298bc24d10fd7e7", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:24Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 789, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.1.norm", - "op": "multiply", - "args": { - "scalar": 0.0 - }, - "group": "out.lo", - "kind": "norm", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero", - "module_type": "GroupNorm", - "container": "SpatialTransformer" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "9ab58e1a0f0fbdbe1b94" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_10_4_0.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/26137e4161be327ee192/interpretations.jsonl b/records/sd1/paper/26137e4161be327ee192/interpretations.jsonl deleted file mode 100644 index 23726e193b209b8d8e7b6931390ea3aaa43d2d51..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26137e4161be327ee192/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "26137e4161be327ee192"}, "kind": "caption", "value": "Dense black, white and faint blue blob noise pattern with only a ghostly portrait silhouette", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:54:17Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "2e227d36fbb2a81d"} -{"target": {"record": "26137e4161be327ee192"}, "kind": "change", "value": "The portrait dissolves into high-contrast black-and-white blotchy noise, with just a faint hint of the head shape left.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:54:17Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "5f28020cf382a609"} -{"target": {"record": "26137e4161be327ee192"}, "kind": "keywords", "value": ["noise pattern", "black and white blobs", "abstract texture", "dissolved portrait", "camouflage"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:54:17Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "695b5649c74c5da3"} -{"target": {"record": "26137e4161be327ee192"}, "kind": "effect_tags", "value": ["abstract", "pattern", "texture", "high_contrast", "subject_lost", "degenerate", "glitch"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:54:17Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "4ad23a822dc0c32c"} diff --git a/records/sd1/paper/26137e4161be327ee192/measurements.json b/records/sd1/paper/26137e4161be327ee192/measurements.json deleted file mode 100644 index a28c89dcd65e2cceb82e4298eeb141d45e735581..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26137e4161be327ee192/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "26137e4161be327ee192", - "values": { - "cosine_distance": { - "value": 0.837111, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.735044, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.907561, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.53156, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 100.457, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.03112, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 97.552, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26137e4161be327ee192/output.webp b/records/sd1/paper/26137e4161be327ee192/output.webp deleted file mode 100644 index f49e656df2307135b8e43d9d4169dff10109d4de..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26137e4161be327ee192/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f2ab07f7ac1d1795597d4d9925ff91e50a064552f426cd5e2c96d25162a006a7 -size 85010 diff --git a/records/sd1/paper/26137e4161be327ee192/record.json b/records/sd1/paper/26137e4161be327ee192/record.json deleted file mode 100644 index b08aadc195095dd4ea0dad5fbc10a5f11a13eccf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26137e4161be327ee192/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "26137e4161be327ee192", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:01Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.0.out_layers.0", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/dbf4cdef86a95c70dbfc049cc2271240b4f840ec0bd3f6ce373f8ea048f392e8.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "dbf4cdef86a95c70dbfc049cc2271240b4f840ec0bd3f6ce373f8ea048f392e8", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2628bbbab458fee71764/measurements.json b/records/sd1/paper/2628bbbab458fee71764/measurements.json deleted file mode 100644 index 08f39afc70c783873081ab9b9624472538a66137..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2628bbbab458fee71764/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "2628bbbab458fee71764", - "values": { - "cosine_distance": { - "value": 0.056633, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.068264, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.0293, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.057894, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.051, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00406, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 9.654, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2628bbbab458fee71764/output.webp b/records/sd1/paper/2628bbbab458fee71764/output.webp deleted file mode 100644 index 4454cc08bc5fcc263df2240793f6db0c6c884506..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2628bbbab458fee71764/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6192c2a7e345b50d049118bdd7efd9dd1c564a12a315cbacd59ba1ecdae9dc4e -size 26796 diff --git a/records/sd1/paper/2628bbbab458fee71764/record.json b/records/sd1/paper/2628bbbab458fee71764/record.json deleted file mode 100644 index ccae3e347dedfda77b5d360b3bd8a7a9caafed0b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2628bbbab458fee71764/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2628bbbab458fee71764", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:15Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.0.out_layers.2", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "Dropout", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/a36e6ef9c5287939cc238e697af824159fd9addd3fe46c9982846da75d8f7942.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "a36e6ef9c5287939cc238e697af824159fd9addd3fe46c9982846da75d8f7942", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/262d1f6cfec2044cba37/measurements.json b/records/sd1/paper/262d1f6cfec2044cba37/measurements.json deleted file mode 100644 index 7d8e499d96949cf6a77f4c6317b8d7d8776059e2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/262d1f6cfec2044cba37/measurements.json +++ /dev/null @@ -1,39 +0,0 @@ -{ - "record": "262d1f6cfec2044cba37", - "values": { - "std": { - "value": 61.054, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00396, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 21.805, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.27058, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.092751, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.070823, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/262d1f6cfec2044cba37/output.webp b/records/sd1/paper/262d1f6cfec2044cba37/output.webp deleted file mode 100644 index 1dba79f91ea5d6a569bf0025c52035d642025505..0000000000000000000000000000000000000000 --- a/records/sd1/paper/262d1f6cfec2044cba37/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9f16a25d208d9c45c5dc40dbe9015257e8b3b90a084956eb4ed31f60db5a0b3a -size 31552 diff --git a/records/sd1/paper/262d1f6cfec2044cba37/record.json b/records/sd1/paper/262d1f6cfec2044cba37/record.json deleted file mode 100644 index 1bce9f62bdd679c34a494204bd3d3e6b2213a8cb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/262d1f6cfec2044cba37/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "262d1f6cfec2044cba37", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:07Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 456, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.0.out_layers.2", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.hi", - "kind": "res_branch", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "Dropout", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "cc22cd9d1775f0bbd85b" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_2_3_2.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/264332781b49efbc258e/measurements.json b/records/sd1/paper/264332781b49efbc258e/measurements.json deleted file mode 100644 index a6c9f29e668c8eefab9cf117768c6a5bebe0b91b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/264332781b49efbc258e/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "264332781b49efbc258e", - "values": { - "cosine_distance": { - "value": 0.441671, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.496914, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.283351, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.192746, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 69.207, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01506, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 49.593, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/264332781b49efbc258e/output.webp b/records/sd1/paper/264332781b49efbc258e/output.webp deleted file mode 100644 index 5bd0604c6290d99a9fe9ab744fdc1e23a0b916e1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/264332781b49efbc258e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:ddd0706d95393b0d7ad81c63ebe79c1bcd0abcbd67024223fca6f28aef5e1755 -size 41572 diff --git a/records/sd1/paper/264332781b49efbc258e/record.json b/records/sd1/paper/264332781b49efbc258e/record.json deleted file mode 100644 index 002b61b4064ec0dd855334138cde676496211ee0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/264332781b49efbc258e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "264332781b49efbc258e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:14Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.0.in_layers.2", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/91e8e779db7c372c04a3409b372aba04c62488b9fec030b3562a6feec4f4ebaf.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "91e8e779db7c372c04a3409b372aba04c62488b9fec030b3562a6feec4f4ebaf", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/264f6c48d626ba6ee53e/measurements.json b/records/sd1/paper/264f6c48d626ba6ee53e/measurements.json deleted file mode 100644 index 06ced87e52abb96780d5fc9c4e22b1271e2e318b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/264f6c48d626ba6ee53e/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "264f6c48d626ba6ee53e", - "values": { - "cosine_distance": { - "value": 0.259791, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.397793, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.53408, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.299933, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 55.526, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00403, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 25.91, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/264f6c48d626ba6ee53e/output.webp b/records/sd1/paper/264f6c48d626ba6ee53e/output.webp deleted file mode 100644 index cf35b99c7d717a2a3ddff73e3248bee3fe510cf5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/264f6c48d626ba6ee53e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fc28ec196b270eb025dcb6a7de10f70b89afab3a8b2d43e41d9c0aea5880dff7 -size 40918 diff --git a/records/sd1/paper/264f6c48d626ba6ee53e/record.json b/records/sd1/paper/264f6c48d626ba6ee53e/record.json deleted file mode 100644 index 4ea7254b089d076c3f672ca820c5187924d90237..0000000000000000000000000000000000000000 --- a/records/sd1/paper/264f6c48d626ba6ee53e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "264f6c48d626ba6ee53e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:29Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.transformer_blocks.0.ff.net.1", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.mid", - "kind": "ff", - "module_type": "Dropout", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/2bb6f6bf8c5c93fea14fd259d617a9402dcab3f2ffe3f1fb4b4a43d2ef4cb422.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "2bb6f6bf8c5c93fea14fd259d617a9402dcab3f2ffe3f1fb4b4a43d2ef4cb422", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2652fc9c524c50794dc9/interpretations.jsonl b/records/sd1/paper/2652fc9c524c50794dc9/interpretations.jsonl deleted file mode 100644 index 949d4fe234e0b7d388306ba14841c5e8a6399057..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2652fc9c524c50794dc9/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "2652fc9c524c50794dc9"}, "kind": "caption", "value": "Androgynous young person with swept-back short hair, black shirt, warm beige vintage backdrop", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:29:52Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "9a33f7dd5707e0f1"} -{"target": {"record": "2652fc9c524c50794dc9"}, "kind": "change", "value": "The backdrop warms from grey to beige, the hair is swept back, and the face looks more androgynous and frontal.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:29:52Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "863961277759da2a"} -{"target": {"record": "2652fc9c524c50794dc9"}, "kind": "keywords", "value": ["androgynous", "beige backdrop", "swept hair", "vintage portrait"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:29:52Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c9ccb1044e7ba698"} -{"target": {"record": "2652fc9c524c50794dc9"}, "kind": "effect_tags", "value": ["subject_kept", "colour_shift"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:29:52Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "4a0b9c23438941da"} diff --git a/records/sd1/paper/2652fc9c524c50794dc9/measurements.json b/records/sd1/paper/2652fc9c524c50794dc9/measurements.json deleted file mode 100644 index 5fcc35093eeccd232288a9899493fff895270b70..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2652fc9c524c50794dc9/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2652fc9c524c50794dc9", - "values": { - "cosine_distance": { - "value": 0.231912, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.260518, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.101732, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.101624, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 59.643, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00734, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 33.319, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2652fc9c524c50794dc9/output.webp b/records/sd1/paper/2652fc9c524c50794dc9/output.webp deleted file mode 100644 index 19aa909ba2a4d345a0d274c6579a1494e8866ee2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2652fc9c524c50794dc9/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b568dd7ea834f71b49e3de7cfe1331fb30af48f51697f5884f41f028dfcad821 -size 29344 diff --git a/records/sd1/paper/2652fc9c524c50794dc9/record.json b/records/sd1/paper/2652fc9c524c50794dc9/record.json deleted file mode 100644 index 5b3881b669416483cce666d2f41d59a57909839f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2652fc9c524c50794dc9/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2652fc9c524c50794dc9", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:31Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.transformer_blocks.0.ff.net.0.proj", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.hi", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/b8c429692461a91a4e69d251199bb9f22bf647b9f885d5756b8086afbedfc651.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b8c429692461a91a4e69d251199bb9f22bf647b9f885d5756b8086afbedfc651", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.GEGLU.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26651adc58ab599f4472/measurements.json b/records/sd1/paper/26651adc58ab599f4472/measurements.json deleted file mode 100644 index 0bd67ba3087e64c3a9fcf8969e42d97838821cd2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26651adc58ab599f4472/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "26651adc58ab599f4472", - "values": { - "cosine_distance": { - "value": 0.028419, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.026771, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.013628, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.014936, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.476, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00619, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 6.04, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26651adc58ab599f4472/output.webp b/records/sd1/paper/26651adc58ab599f4472/output.webp deleted file mode 100644 index 483fd4228a4cb9d2cb84208d9f69a723a4055c3c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26651adc58ab599f4472/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:77b31520fdb58562fba24be72cd8ceeea23335ca8d59581425e73ef1fdc2c1ca -size 27710 diff --git a/records/sd1/paper/26651adc58ab599f4472/record.json b/records/sd1/paper/26651adc58ab599f4472/record.json deleted file mode 100644 index a6e198dd6ee2b4e251f96774e3255eae3771b062..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26651adc58ab599f4472/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "26651adc58ab599f4472", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:49:35Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.11.1.transformer_blocks.0.attn2.to_v", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.hi", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/e4fd780307efe73cd9666eda11906027ba8af12a36b3a8d19335931db098a572.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e4fd780307efe73cd9666eda11906027ba8af12a36b3a8d19335931db098a572", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/267885e5fce2a124a0b4/interpretations.jsonl b/records/sd1/paper/267885e5fce2a124a0b4/interpretations.jsonl deleted file mode 100644 index 34a50e60c97b281646fd11dd359921e4df193b5a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/267885e5fce2a124a0b4/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "267885e5fce2a124a0b4"}, "kind": "caption", "value": "Young person with swept-back dark hair in black shirt, cooler greyer vintage portrait.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:34Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1a1353910b1d6f22"} -{"target": {"record": "267885e5fce2a124a0b4"}, "kind": "change", "value": "The face becomes more angular and androgynous with swept-back hair, and the palette shifts cooler and greyer with less warmth in the skin.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:34Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "fa424afc31596ad1"} -{"target": {"record": "267885e5fce2a124a0b4"}, "kind": "keywords", "value": ["androgynous", "cool tones", "swept hair", "portrait"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:34Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "512c5890e11205e0"} -{"target": {"record": "267885e5fce2a124a0b4"}, "kind": "effect_tags", "value": ["subject_kept", "desaturated", "subtle"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:34Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "6fdd789975ff1e56"} diff --git a/records/sd1/paper/267885e5fce2a124a0b4/measurements.json b/records/sd1/paper/267885e5fce2a124a0b4/measurements.json deleted file mode 100644 index 7d0af53aca1cfdadbd0edfc7413acaf7e66cebe5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/267885e5fce2a124a0b4/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "267885e5fce2a124a0b4", - "values": { - "cosine_distance": { - "value": 0.128945, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.133213, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.062091, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.084921, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 61.055, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00507, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 15.611, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/267885e5fce2a124a0b4/output.webp b/records/sd1/paper/267885e5fce2a124a0b4/output.webp deleted file mode 100644 index 25bb2ec2c1ba440ed39fad22c516d6ebd00e65b3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/267885e5fce2a124a0b4/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7c8c66345d7366c0ef8737a42d464decf9f3ed7fcdaeb2c89c877dec97e7985c -size 23466 diff --git a/records/sd1/paper/267885e5fce2a124a0b4/record.json b/records/sd1/paper/267885e5fce2a124a0b4/record.json deleted file mode 100644 index 64f0545695f1fe618e162e7e89baea5ae89fb703..0000000000000000000000000000000000000000 --- a/records/sd1/paper/267885e5fce2a124a0b4/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "267885e5fce2a124a0b4", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:08Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.norm1", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "mid", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/87c81b06be4218c5ce6669d355582ad3c79e09e4e3602f8d90e9f7ed5eb0f487.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "87c81b06be4218c5ce6669d355582ad3c79e09e4e3602f8d90e9f7ed5eb0f487", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26790db70739419863fe/interpretations.jsonl b/records/sd1/paper/26790db70739419863fe/interpretations.jsonl deleted file mode 100644 index 18d8552b710d428be8223888520936d9a70f5da7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26790db70739419863fe/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "26790db70739419863fe"}, "kind": "caption", "value": "Front-facing portrait of short-haired androgynous young person against warmer grey backdrop", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:18Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "ba0c5e678892ab70"} -{"target": {"record": "26790db70739419863fe"}, "kind": "change", "value": "The figure turns more frontal with a broader, more androgynous face, and the background warms slightly.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:18Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c38fb33dd0e84806"} -{"target": {"record": "26790db70739419863fe"}, "kind": "keywords", "value": ["androgynous face", "frontal pose", "portrait variation", "warm grey"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:18Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a779aff53df7aca5"} -{"target": {"record": "26790db70739419863fe"}, "kind": "effect_tags", "value": ["subject_kept", "subtle"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:18Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "f86ef0994c35ae00"} diff --git a/records/sd1/paper/26790db70739419863fe/measurements.json b/records/sd1/paper/26790db70739419863fe/measurements.json deleted file mode 100644 index f7cfcf61479960370c779f07960b93fc7c9319b7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26790db70739419863fe/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "26790db70739419863fe", - "values": { - "cosine_distance": { - "value": 0.061881, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.08241, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.042498, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.032379, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.87, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00394, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 12.687, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26790db70739419863fe/output.webp b/records/sd1/paper/26790db70739419863fe/output.webp deleted file mode 100644 index 54ad18ff72f30580d48cf4f4c9ad59c4ae845b67..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26790db70739419863fe/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:da58b0fa7121bdbef1813a64ca68811d8b395a65b22b377c26953077c3d12e1e -size 27058 diff --git a/records/sd1/paper/26790db70739419863fe/record.json b/records/sd1/paper/26790db70739419863fe/record.json deleted file mode 100644 index 05756a694aea5a283a2d9a2d9d768105ec1300cf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26790db70739419863fe/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "26790db70739419863fe", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:42Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.1.transformer_blocks.0.attn2.to_q", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.hi", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/a52917f097ba7d1b4625797f0688207fc94717475a04c35eb91e0a3e22687b10.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "a52917f097ba7d1b4625797f0688207fc94717475a04c35eb91e0a3e22687b10", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/268398e309291a9a0673/measurements.json b/records/sd1/paper/268398e309291a9a0673/measurements.json deleted file mode 100644 index ab526bd1084f95bc73e1e3598a11b2c0bf9b8eb3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/268398e309291a9a0673/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "268398e309291a9a0673", - "values": { - "cosine_distance": { - "value": 0.041146, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.055607, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.054562, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.038773, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.021, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00444, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 8.555, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/268398e309291a9a0673/output.webp b/records/sd1/paper/268398e309291a9a0673/output.webp deleted file mode 100644 index 2145e2b789e1ec12abf5bd86974561f3a4eff2d7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/268398e309291a9a0673/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1be4a9cf5a19272e8c8c13e789aba49fb83eea7cbef283d88470beee6b9292bf -size 28070 diff --git a/records/sd1/paper/268398e309291a9a0673/record.json b/records/sd1/paper/268398e309291a9a0673/record.json deleted file mode 100644 index 7da96f61481122e4a8f14def57928f04632d395d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/268398e309291a9a0673/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "268398e309291a9a0673", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:06Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.1.transformer_blocks.0.ff.net.0.proj", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "out.mid", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/6db70f62e25f41b0dc1452f03a979d82bc734601afca9b4a860058696c8d4f03.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "6db70f62e25f41b0dc1452f03a979d82bc734601afca9b4a860058696c8d4f03", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.GEGLU.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/268c6628afd0ec28d750/measurements.json b/records/sd1/paper/268c6628afd0ec28d750/measurements.json deleted file mode 100644 index 1bb6f13c4cc250fbbb7209564eda07ae0ce6a7e5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/268c6628afd0ec28d750/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "268c6628afd0ec28d750", - "values": { - "cosine_distance": { - "value": 0.465838, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.740693, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.716653, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.362384, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 29.492, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00426, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 53.926, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/268c6628afd0ec28d750/output.webp b/records/sd1/paper/268c6628afd0ec28d750/output.webp deleted file mode 100644 index 67a5245b57e43baf5dc892674a03f91584e5c938..0000000000000000000000000000000000000000 --- a/records/sd1/paper/268c6628afd0ec28d750/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:98383328847267045a2a1da093235a87ae6fcf41b3168db78014048c4712e500 -size 32334 diff --git a/records/sd1/paper/268c6628afd0ec28d750/record.json b/records/sd1/paper/268c6628afd0ec28d750/record.json deleted file mode 100644 index 8330df4bd2abf89feb93ba506c9e1d00a3b0b245..0000000000000000000000000000000000000000 --- a/records/sd1/paper/268c6628afd0ec28d750/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "268c6628afd0ec28d750", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:56Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.0.in_layers.0", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/1661fbe63fe010cca25c92aa9eab78f8ad3564331c9be7cc3502c9079b0c0b02.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "1661fbe63fe010cca25c92aa9eab78f8ad3564331c9be7cc3502c9079b0c0b02", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2692aede8b2a53b5ce4b/interpretations.jsonl b/records/sd1/paper/2692aede8b2a53b5ce4b/interpretations.jsonl deleted file mode 100644 index e9a3910abda7303514a3090b9dc00e36256a27a0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2692aede8b2a53b5ce4b/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "2692aede8b2a53b5ce4b"}, "kind": "caption", "value": "Portrait of a woman with blunt bangs over a hand-drawn grid-line background", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:27:45Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "8af0acadd52889ea"} -{"target": {"record": "2692aede8b2a53b5ce4b"}, "kind": "change", "value": "The plain cream background becomes black ink grid lines and the woman is redrawn with bangs, darker hair and a fine halftone texture on the skin.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:27:45Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "e3c87fb69fe38d35"} -{"target": {"record": "2692aede8b2a53b5ce4b"}, "kind": "keywords", "value": ["grid background", "bangs", "halftone skin", "ink lines", "mixed media portrait"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:27:45Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "7a580011a6fd7e14"} -{"target": {"record": "2692aede8b2a53b5ce4b"}, "kind": "effect_tags", "value": ["pattern", "texture", "style_change", "subject_kept", "geometric"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:27:45Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c01ceca097b8dcd6"} diff --git a/records/sd1/paper/2692aede8b2a53b5ce4b/measurements.json b/records/sd1/paper/2692aede8b2a53b5ce4b/measurements.json deleted file mode 100644 index 3d9d2f2c33296a44f5d5ece2b1d686a959e15068..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2692aede8b2a53b5ce4b/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2692aede8b2a53b5ce4b", - "values": { - "cosine_distance": { - "value": 0.696096, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.655517, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.458947, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.154922, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 79.822, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0246, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 72.742, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2692aede8b2a53b5ce4b/output.webp b/records/sd1/paper/2692aede8b2a53b5ce4b/output.webp deleted file mode 100644 index 30998a806953d3ed54b60e5fba8911e6b7927052..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2692aede8b2a53b5ce4b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:53399f279308023114313a20df55f3346edc4837870cfd32c5d8979fc42327af -size 45492 diff --git a/records/sd1/paper/2692aede8b2a53b5ce4b/record.json b/records/sd1/paper/2692aede8b2a53b5ce4b/record.json deleted file mode 100644 index 741a8024be3d422d93e09338a2dd4e1e0a29c249..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2692aede8b2a53b5ce4b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2692aede8b2a53b5ce4b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:49:47Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "time_embed.1", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "embed", - "kind": "time_embed", - "module_type": "SiLU", - "container": "Sequential", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "d5c46eaa4b33a3b46e48" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_2/images/0c0d352c44975b995be12707daf972b2e2d2e674151852d129e49609fcde9c7b.png", - "batch_id": null, - "lookup_key": "0c0d352c44975b995be12707daf972b2e2d2e674151852d129e49609fcde9c7b", - "type_path": "UNetModel.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/269ac20b4bf8ca44a2fc/measurements.json b/records/sd1/paper/269ac20b4bf8ca44a2fc/measurements.json deleted file mode 100644 index 0e515f7e9bbc176e4d7bf787dac68ea0c7d594f2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/269ac20b4bf8ca44a2fc/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "269ac20b4bf8ca44a2fc", - "values": { - "cosine_distance": { - "value": 0.017938, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.035748, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.025321, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.007228, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.636, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00421, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 6.986, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/269ac20b4bf8ca44a2fc/output.webp b/records/sd1/paper/269ac20b4bf8ca44a2fc/output.webp deleted file mode 100644 index 60927fca33aef06be34584e17da3503a6457ca3c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/269ac20b4bf8ca44a2fc/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d709a77dda6b8c636fdd5ad7a327f592a51c042df4833b752ebc1acad08d63e5 -size 27242 diff --git a/records/sd1/paper/269ac20b4bf8ca44a2fc/record.json b/records/sd1/paper/269ac20b4bf8ca44a2fc/record.json deleted file mode 100644 index 04d9bf33acb4a3f5c421245374074e5fc6c966d9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/269ac20b4bf8ca44a2fc/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "269ac20b4bf8ca44a2fc", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:07Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.1.transformer_blocks.0.attn2.to_k", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "in.hi", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/1541089f5bc3a7ba30f13c0f58504077483d313001ce252eac3d80a2ed208ca1.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "1541089f5bc3a7ba30f13c0f58504077483d313001ce252eac3d80a2ed208ca1", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/269f239eb94b23848bf2/measurements.json b/records/sd1/paper/269f239eb94b23848bf2/measurements.json deleted file mode 100644 index 95092e8bcf59208256801a937cd7b28a50304e73..0000000000000000000000000000000000000000 --- a/records/sd1/paper/269f239eb94b23848bf2/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "269f239eb94b23848bf2", - "values": { - "cosine_distance": { - "value": 0.040311, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.041258, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.024582, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.047371, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.886, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0055, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 7.654, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/269f239eb94b23848bf2/output.webp b/records/sd1/paper/269f239eb94b23848bf2/output.webp deleted file mode 100644 index 1121cc51bf31f5fd6d3f1271335f4ad0e7abe546..0000000000000000000000000000000000000000 --- a/records/sd1/paper/269f239eb94b23848bf2/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6cb4777c41255c1d8d92189214cd8416f88e62e778d3bb7146bddc0a90e3417b -size 29942 diff --git a/records/sd1/paper/269f239eb94b23848bf2/record.json b/records/sd1/paper/269f239eb94b23848bf2/record.json deleted file mode 100644 index 2856b0ca2cfecb1c5553bb466a4d06397e08c579..0000000000000000000000000000000000000000 --- a/records/sd1/paper/269f239eb94b23848bf2/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "269f239eb94b23848bf2", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:39:34Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.0.emb_layers.1", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "Linear", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/6d47572077405a0ce689026a0d83e8b305b6a4e3a62f577518bf55eaaf404bf3.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "6d47572077405a0ce689026a0d83e8b305b6a4e3a62f577518bf55eaaf404bf3", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26b3a9e538f86cb1b7ba/measurements.json b/records/sd1/paper/26b3a9e538f86cb1b7ba/measurements.json deleted file mode 100644 index 4c54394fcd742b7321b1cf564089053c223a61ad..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26b3a9e538f86cb1b7ba/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "26b3a9e538f86cb1b7ba", - "values": { - "cosine_distance": { - "value": 0.137479, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.159275, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.085946, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.085866, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.769, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00496, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 15.523, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26b3a9e538f86cb1b7ba/output.webp b/records/sd1/paper/26b3a9e538f86cb1b7ba/output.webp deleted file mode 100644 index f6ef6f316869774689d19ca66763156be78344eb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26b3a9e538f86cb1b7ba/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:060a2e7b3399b0d554bc86aac58bc9a224e5c7084024473ae864437cba1964bb -size 22230 diff --git a/records/sd1/paper/26b3a9e538f86cb1b7ba/record.json b/records/sd1/paper/26b3a9e538f86cb1b7ba/record.json deleted file mode 100644 index 435b0ca1129656212dbbacfaebc106a45f27d0d5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26b3a9e538f86cb1b7ba/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "26b3a9e538f86cb1b7ba", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:35Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.0.emb_layers.0", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/2e6effff74f6606ad3435a7fd550617562ded6c8ef027bfe87c90f4893321838.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "2e6effff74f6606ad3435a7fd550617562ded6c8ef027bfe87c90f4893321838", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26bc6558da67617ea12e/measurements.json b/records/sd1/paper/26bc6558da67617ea12e/measurements.json deleted file mode 100644 index 0defb338d9bf8969e8121d30f5f326ec6162670a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26bc6558da67617ea12e/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "26bc6558da67617ea12e", - "values": { - "cosine_distance": { - "value": 0.498531, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.564048, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.753506, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.438673, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.753, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.016, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 51.037, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26bc6558da67617ea12e/output.webp b/records/sd1/paper/26bc6558da67617ea12e/output.webp deleted file mode 100644 index f58608752e4048dcfa89317810a0fff3c3e0e315..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26bc6558da67617ea12e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:084d6537e06e09435f00a8fe15720c22703e229354c87682137f45314e4882bd -size 45732 diff --git a/records/sd1/paper/26bc6558da67617ea12e/record.json b/records/sd1/paper/26bc6558da67617ea12e/record.json deleted file mode 100644 index 65ff9751492a326647b0d8a173b9935470682ab7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26bc6558da67617ea12e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "26bc6558da67617ea12e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:03Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.0.out_layers.0", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/f90fd259bf9587a9a4d40c59bce8e56ac08144e013468d7f6b70be4044dfcd6e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "f90fd259bf9587a9a4d40c59bce8e56ac08144e013468d7f6b70be4044dfcd6e", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26be581cc9f03a59525a/measurements.json b/records/sd1/paper/26be581cc9f03a59525a/measurements.json deleted file mode 100644 index e6cad90b575c852ad4ec8c71e7446ea62913e608..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26be581cc9f03a59525a/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "26be581cc9f03a59525a", - "values": { - "cosine_distance": { - "value": 0.069688, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.076496, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.03716, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.060506, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.298, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00521, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 9.572, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26be581cc9f03a59525a/output.webp b/records/sd1/paper/26be581cc9f03a59525a/output.webp deleted file mode 100644 index a15b14a008e6a3fe670b890f680cce96b0fb6161..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26be581cc9f03a59525a/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:357a293d97bc646744b29df35438ce4bad8fff518d7877dbaac254daf55ad7ca -size 23982 diff --git a/records/sd1/paper/26be581cc9f03a59525a/record.json b/records/sd1/paper/26be581cc9f03a59525a/record.json deleted file mode 100644 index 60a4f925f6d5fb321720c6457b55fef6d1cb178a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26be581cc9f03a59525a/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "26be581cc9f03a59525a", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:34Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.0.emb_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/2acd299903d686309e357ed30973581f415e2a8036785ca02db5e95beb367f2a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "2acd299903d686309e357ed30973581f415e2a8036785ca02db5e95beb367f2a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26d61078c2fb164962bd/interpretations.jsonl b/records/sd1/paper/26d61078c2fb164962bd/interpretations.jsonl deleted file mode 100644 index c20977e916bab41761234d589eb21158753111de..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26d61078c2fb164962bd/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "26d61078c2fb164962bd"}, "kind": "caption", "value": "Vintage tintype-style portrait of a young woman with short dark bob and black shirt", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "7d7f52ad45f3279a"} -{"target": {"record": "26d61078c2fb164962bd"}, "kind": "change", "value": "Almost no visible change.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "6370fb8237b03aac"} -{"target": {"record": "26d61078c2fb164962bd"}, "kind": "keywords", "value": ["portrait", "vintage photo", "short bob", "no change"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "25c719bf01485d00"} -{"target": {"record": "26d61078c2fb164962bd"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "bfb1525cf772c2c8"} diff --git a/records/sd1/paper/26d61078c2fb164962bd/measurements.json b/records/sd1/paper/26d61078c2fb164962bd/measurements.json deleted file mode 100644 index f3460c9ee3e32a90afa32aba839b57215ed6ae4e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26d61078c2fb164962bd/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "26d61078c2fb164962bd", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": -0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.432, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00645, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26d61078c2fb164962bd/output.webp b/records/sd1/paper/26d61078c2fb164962bd/output.webp deleted file mode 100644 index 2bab4746e60ee60542014a5a4795f9685c831c8e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26d61078c2fb164962bd/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fa05a54229c507875fe1ebf77c01037b00d5f1218255c44f6ced287cd5115c3b -size 27634 diff --git a/records/sd1/paper/26d61078c2fb164962bd/record.json b/records/sd1/paper/26d61078c2fb164962bd/record.json deleted file mode 100644 index f73c7c169c85d5d3e0e8b9125fdb6289b86a5e15..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26d61078c2fb164962bd/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "26d61078c2fb164962bd", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:59Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.4.0.h_upd", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/5ce5fc98ff27304f566c2a484dc510eca17e7e24ac962580353d6f215525ee91.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "5ce5fc98ff27304f566c2a484dc510eca17e7e24ac962580353d6f215525ee91", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26d96dbb0338b21a3924/measurements.json b/records/sd1/paper/26d96dbb0338b21a3924/measurements.json deleted file mode 100644 index 38821650c53b8156aee3d53aa853e119d079b8ee..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26d96dbb0338b21a3924/measurements.json +++ /dev/null @@ -1,37 +0,0 @@ -{ - "record": "26d96dbb0338b21a3924", - "values": { - "std": { - "value": 40.008, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00578, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 39.815, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.434251, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.148324, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.113108, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26d96dbb0338b21a3924/output.webp b/records/sd1/paper/26d96dbb0338b21a3924/output.webp deleted file mode 100644 index f4d74f36bea7fb38c94dff7b7852035f5c4ed606..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26d96dbb0338b21a3924/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3a4162c34423b015316102d0dec8cff8d70ae5c8d8d924026490aad88df62e02 -size 47818 diff --git a/records/sd1/paper/26d96dbb0338b21a3924/record.json b/records/sd1/paper/26d96dbb0338b21a3924/record.json deleted file mode 100644 index 8015c16de4185e98b111531074fee225260154bb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26d96dbb0338b21a3924/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "26d96dbb0338b21a3924", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:05Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 456, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "time_embed.2", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "embed", - "kind": "time_embed", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "Linear", - "container": "Sequential" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "cc22cd9d1775f0bbd85b" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_0_3_2.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/26e28b8d47abb8f629a0/measurements.json b/records/sd1/paper/26e28b8d47abb8f629a0/measurements.json deleted file mode 100644 index 9eb7f5dfbf4a263d70516be5414d9b8e3cda3cef..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26e28b8d47abb8f629a0/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "26e28b8d47abb8f629a0", - "values": { - "cosine_distance": { - "value": 0.063907, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.056951, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.027718, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.061012, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.769, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00508, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 9.956, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26e28b8d47abb8f629a0/output.webp b/records/sd1/paper/26e28b8d47abb8f629a0/output.webp deleted file mode 100644 index 5b324b5a5deb20fe9b70fa184b0e0f3d6eff5b5d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26e28b8d47abb8f629a0/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:61e85e4d720f55f6579b8d40d311cc694c2e811549d9ddfd1421183a2aa69d18 -size 31626 diff --git a/records/sd1/paper/26e28b8d47abb8f629a0/record.json b/records/sd1/paper/26e28b8d47abb8f629a0/record.json deleted file mode 100644 index 1f96bc16e89063a1cedf30f2143cfd595a50904e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26e28b8d47abb8f629a0/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "26e28b8d47abb8f629a0", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:38Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.1.transformer_blocks.0.attn1.to_out.1", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.hi", - "kind": "self_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/7862836da63c70d08d923d51c081bf5055f658863b26344d8a415defa04b391e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7862836da63c70d08d923d51c081bf5055f658863b26344d8a415defa04b391e", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26ebe176597184ebdcaa/interpretations.jsonl b/records/sd1/paper/26ebe176597184ebdcaa/interpretations.jsonl deleted file mode 100644 index 432b5831cbacdcfa55adda1b4e27e084e1dc0a3f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26ebe176597184ebdcaa/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "26ebe176597184ebdcaa"}, "kind": "caption", "value": "Young woman with bob haircut and dark collared shirt in a three-quarter view, faint vintage border", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:50:11Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "da2e6581f2c46eb2"} -{"target": {"record": "26ebe176597184ebdcaa"}, "kind": "change", "value": "Almost no visible change; the features get a little sharper and the border a little fainter.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:50:11Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a1ec64b2d3a63a2d"} -{"target": {"record": "26ebe176597184ebdcaa"}, "kind": "keywords", "value": ["vintage portrait", "bob haircut", "minimal change"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:50:11Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "7509118539cb5c7d"} -{"target": {"record": "26ebe176597184ebdcaa"}, "kind": "effect_tags", "value": ["subject_kept", "subtle"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:50:11Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0a9d9d5824fbf323"} diff --git a/records/sd1/paper/26ebe176597184ebdcaa/measurements.json b/records/sd1/paper/26ebe176597184ebdcaa/measurements.json deleted file mode 100644 index 8c513200425de02c4548d02b11c334eaa984f6cb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26ebe176597184ebdcaa/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "26ebe176597184ebdcaa", - "values": { - "cosine_distance": { - "value": 0.018407, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.011843, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.005925, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.009998, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.122, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00623, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.721, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26ebe176597184ebdcaa/output.webp b/records/sd1/paper/26ebe176597184ebdcaa/output.webp deleted file mode 100644 index 99dcd46dd118c7677b33d5e54798de6e7eb53c15..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26ebe176597184ebdcaa/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6dd4199764807b3015830c3197f81002f8dd47648fbb0152727448f6cfcea7eb -size 27506 diff --git a/records/sd1/paper/26ebe176597184ebdcaa/record.json b/records/sd1/paper/26ebe176597184ebdcaa/record.json deleted file mode 100644 index c1a868f9186bc798d529e514036200fae17709c1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26ebe176597184ebdcaa/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "26ebe176597184ebdcaa", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:13Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.2.out_layers.1", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "mid", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/e7f1148a40eb67edaa62b8054f7c96b0d9f21d2300c3dcf4dcabc13257f4ae2d.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e7f1148a40eb67edaa62b8054f7c96b0d9f21d2300c3dcf4dcabc13257f4ae2d", - "type_path": "UNetModel.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26f130fb16bf17409c06/interpretations.jsonl b/records/sd1/paper/26f130fb16bf17409c06/interpretations.jsonl deleted file mode 100644 index b8fec0666c4e4e4508baea7a9071d4153226ad35..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26f130fb16bf17409c06/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "26f130fb16bf17409c06"}, "kind": "caption", "value": "Young woman with long side-swept fringe in black shirt, grey-green tintype portrait.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:56Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "2d575cf2d5d9ee27"} -{"target": {"record": "26f130fb16bf17409c06"}, "kind": "change", "value": "The hair becomes longer on one side with a lock falling over the jaw, the face is slightly different, and the composition and palette are unchanged.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:56Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "b7ae65f9ff03c2d0"} -{"target": {"record": "26f130fb16bf17409c06"}, "kind": "keywords", "value": ["hairstyle change", "side fringe", "vintage portrait"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:56Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "3df2655ca7b98323"} -{"target": {"record": "26f130fb16bf17409c06"}, "kind": "effect_tags", "value": ["subject_kept", "subtle"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:56Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c3524c1681b7aae1"} diff --git a/records/sd1/paper/26f130fb16bf17409c06/measurements.json b/records/sd1/paper/26f130fb16bf17409c06/measurements.json deleted file mode 100644 index 542feeb369b9fb9e0d9fd0ac18c446e7752cda4c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26f130fb16bf17409c06/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "26f130fb16bf17409c06", - "values": { - "cosine_distance": { - "value": 0.115598, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.108631, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.061202, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.045083, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.321, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00621, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 13.17, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26f130fb16bf17409c06/output.webp b/records/sd1/paper/26f130fb16bf17409c06/output.webp deleted file mode 100644 index a0cbb598b8c8ada0977a3bcb0849c6c1b941b3fc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26f130fb16bf17409c06/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0039dc9008f99acc049f66a9554d39f463b88ccdd0a86dca79626005c37b1b0b -size 31702 diff --git a/records/sd1/paper/26f130fb16bf17409c06/record.json b/records/sd1/paper/26f130fb16bf17409c06/record.json deleted file mode 100644 index 6c80a6e11f8b030f5ea091b6e2c8492b851d7bb7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26f130fb16bf17409c06/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "26f130fb16bf17409c06", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:22Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.proj_in", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "mid", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/883cef92a82b895bc846c036f4bc16630dcccb613abe35bc53452abd2c91fb1e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "883cef92a82b895bc846c036f4bc16630dcccb613abe35bc53452abd2c91fb1e", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26f51b6fa119c5a36587/measurements.json b/records/sd1/paper/26f51b6fa119c5a36587/measurements.json deleted file mode 100644 index d8f4374aa6014681f8934f11a45223f97cebaa96..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26f51b6fa119c5a36587/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "26f51b6fa119c5a36587", - "values": { - "cosine_distance": { - "value": 0.004952, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.005978, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.006475, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.003637, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.223, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00631, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.204, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/26f51b6fa119c5a36587/output.webp b/records/sd1/paper/26f51b6fa119c5a36587/output.webp deleted file mode 100644 index e61662c684dcde531db8a5c445953ec40088f46c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26f51b6fa119c5a36587/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6f2b5ce802fd7a793ec36683849390eb36ef8b3bc18d80a1508ce7aa4ef9ebfc -size 27326 diff --git a/records/sd1/paper/26f51b6fa119c5a36587/record.json b/records/sd1/paper/26f51b6fa119c5a36587/record.json deleted file mode 100644 index aa49857c037d25a52fda397d5e0241184e9fb357..0000000000000000000000000000000000000000 --- a/records/sd1/paper/26f51b6fa119c5a36587/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "26f51b6fa119c5a36587", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:12Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.1.transformer_blocks.0.attn2.to_k", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/fa04386ac159ec5ee2330fd7fde861dc67e05c611b97137265212546005ec9f5.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "fa04386ac159ec5ee2330fd7fde861dc67e05c611b97137265212546005ec9f5", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/270078b15122ed6b752a/measurements.json b/records/sd1/paper/270078b15122ed6b752a/measurements.json deleted file mode 100644 index dea9191d3d9c2fbfd80c1d48c6f5f96ec8c32f18..0000000000000000000000000000000000000000 --- a/records/sd1/paper/270078b15122ed6b752a/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "270078b15122ed6b752a", - "values": { - "cosine_distance": { - "value": 0.109385, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.111686, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.068519, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.092766, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.563, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00397, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 15.87, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/270078b15122ed6b752a/output.webp b/records/sd1/paper/270078b15122ed6b752a/output.webp deleted file mode 100644 index 8b227620664452d5d8e5edf0cf33d0370b290d4b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/270078b15122ed6b752a/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9e34f08ffbf662218db14c4668158ec0cdcc4b75eb75a8854cfa274e3a0c0ed3 -size 24008 diff --git a/records/sd1/paper/270078b15122ed6b752a/record.json b/records/sd1/paper/270078b15122ed6b752a/record.json deleted file mode 100644 index b457584a5574ff1084700b5a116f5db132a2f77d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/270078b15122ed6b752a/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "270078b15122ed6b752a", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:52Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.11.0.out_layers.3", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/493a6de0eaa2894aa59c4546ab9a1589822d3e2abf5f93ca887444929bf189ba.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "493a6de0eaa2894aa59c4546ab9a1589822d3e2abf5f93ca887444929bf189ba", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27018a9c454a61c1422d/measurements.json b/records/sd1/paper/27018a9c454a61c1422d/measurements.json deleted file mode 100644 index f6cf68902a3f4e54525191c9d69b6fb0004f3830..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27018a9c454a61c1422d/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "27018a9c454a61c1422d", - "values": { - "cosine_distance": { - "value": 0.344932, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.471944, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.407339, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.251571, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 70.246, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.02057, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 30.682, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27018a9c454a61c1422d/output.webp b/records/sd1/paper/27018a9c454a61c1422d/output.webp deleted file mode 100644 index 92a95e9ab48ab92a1f4761384791e85c2810fe65..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27018a9c454a61c1422d/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3f4cfa1773b1243c0d2e31da30fbcd1b1b66d9582e84fcae9175a03dd12d9661 -size 43552 diff --git a/records/sd1/paper/27018a9c454a61c1422d/record.json b/records/sd1/paper/27018a9c454a61c1422d/record.json deleted file mode 100644 index 2f596fe6e33c1f37fbf8b8a30823caf1521990fe..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27018a9c454a61c1422d/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "27018a9c454a61c1422d", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:13Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.1.transformer_blocks.0.attn1.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.hi", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/6249ea59802a1a45a18f2a9e9eed4e5a8f42b2cc6b7bf09d045e204fbb3acca3.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "6249ea59802a1a45a18f2a9e9eed4e5a8f42b2cc6b7bf09d045e204fbb3acca3", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2703350f33250fcbf08a/measurements.json b/records/sd1/paper/2703350f33250fcbf08a/measurements.json deleted file mode 100644 index b3a0661666fe95441992243982948b994925d0f6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2703350f33250fcbf08a/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2703350f33250fcbf08a", - "values": { - "cosine_distance": { - "value": 0.526262, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.69188, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.848197, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.420242, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.021, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.01315, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 52.525, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2703350f33250fcbf08a/output.webp b/records/sd1/paper/2703350f33250fcbf08a/output.webp deleted file mode 100644 index f1e153817407d18bc2dda9dc0cea18fbed038771..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2703350f33250fcbf08a/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c79a6e7d67f56447d3e0bc582c2b03233f4cb0b9b7e313c4be0e38a7c7830e34 -size 39892 diff --git a/records/sd1/paper/2703350f33250fcbf08a/record.json b/records/sd1/paper/2703350f33250fcbf08a/record.json deleted file mode 100644 index dcc326bfa4a7e7757cdf82f4d35e9e331b1389e6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2703350f33250fcbf08a/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2703350f33250fcbf08a", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:23Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.1.transformer_blocks.0.norm3", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.lo", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/1240068626c4bec42bdee32dc4d10d5dcaad69f7660e90441aae7af483334ee8.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "1240068626c4bec42bdee32dc4d10d5dcaad69f7660e90441aae7af483334ee8", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27055e5f4c2c3db799d2/measurements.json b/records/sd1/paper/27055e5f4c2c3db799d2/measurements.json deleted file mode 100644 index 643b9c4848973329595f4d82002f3b984da700eb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27055e5f4c2c3db799d2/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "27055e5f4c2c3db799d2", - "values": { - "cosine_distance": { - "value": 0.155622, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.154745, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.060331, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.062872, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 59.324, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00559, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 20.158, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27055e5f4c2c3db799d2/output.webp b/records/sd1/paper/27055e5f4c2c3db799d2/output.webp deleted file mode 100644 index dac1ce0274d249c4401643f9da829f2ac37cef7e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27055e5f4c2c3db799d2/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:71a26dcd6edb53d82bfb77339cb57ce9622c0212f8566c329f16b3d31f01c5ea -size 25788 diff --git a/records/sd1/paper/27055e5f4c2c3db799d2/record.json b/records/sd1/paper/27055e5f4c2c3db799d2/record.json deleted file mode 100644 index 2cea0bc324ac128b8b60e2a1532c3b14ce01dc35..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27055e5f4c2c3db799d2/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "27055e5f4c2c3db799d2", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:35Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.0.out_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.1 - }, - "group": "in.mid", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/2b51a3a5f02eb3d5e5edd5b5e87473431bd472def667e6cc5540a9cf9e19a658.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "2b51a3a5f02eb3d5e5edd5b5e87473431bd472def667e6cc5540a9cf9e19a658", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2711f3fc91baca029935/measurements.json b/records/sd1/paper/2711f3fc91baca029935/measurements.json deleted file mode 100644 index 28d7de9b2ce78956c19000d95b5805ad35e89a67..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2711f3fc91baca029935/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "2711f3fc91baca029935", - "values": { - "cosine_distance": { - "value": 0.179099, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.222109, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.08009, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.063735, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 61.275, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00525, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 24.968, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2711f3fc91baca029935/output.webp b/records/sd1/paper/2711f3fc91baca029935/output.webp deleted file mode 100644 index bb663ea8579153edfe1eceaea4a77f7a514927a2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2711f3fc91baca029935/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7a270513124e651127d3961d5a9255c8689ac1315d2c1e216199c63836a0f95b -size 31690 diff --git a/records/sd1/paper/2711f3fc91baca029935/record.json b/records/sd1/paper/2711f3fc91baca029935/record.json deleted file mode 100644 index f9b6f83ff3a4245759a809a99681b2fef976d4d3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2711f3fc91baca029935/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2711f3fc91baca029935", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:45Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.0.in_layers.0", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.mid", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/619ac0902f419b3942e2c44a899fb873a7a765edc9dc867f520c1ee9559a2f17.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "619ac0902f419b3942e2c44a899fb873a7a765edc9dc867f520c1ee9559a2f17", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27140ec684265105206b/interpretations.jsonl b/records/sd1/paper/27140ec684265105206b/interpretations.jsonl deleted file mode 100644 index 1246dbf9b8e3b2b15b2881ab07a4b9640bce4d00..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27140ec684265105206b/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "27140ec684265105206b"}, "kind": "caption", "value": "Pale sepia vintage portrait of young woman with short swept hair on cream background", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:36:49Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "28ff9ab7db7ec6fe"} -{"target": {"record": "27140ec684265105206b"}, "kind": "change", "value": "The palette fades to a pale cream-sepia with a softer, more faded old-photo look, and the hair is swept back.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:36:49Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "5cfba03141567933"} -{"target": {"record": "27140ec684265105206b"}, "kind": "keywords", "value": ["sepia portrait", "faded photo", "cream tones", "vintage"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:36:49Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0acacc338fbd35a9"} -{"target": {"record": "27140ec684265105206b"}, "kind": "effect_tags", "value": ["subject_kept", "washed_out", "desaturated", "colour_shift"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:36:49Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "6eaf4dbd2b0e88c6"} diff --git a/records/sd1/paper/27140ec684265105206b/measurements.json b/records/sd1/paper/27140ec684265105206b/measurements.json deleted file mode 100644 index 534200097e1b5d3d4129f5f8e2f0aa29e44ad101..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27140ec684265105206b/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "27140ec684265105206b", - "values": { - "cosine_distance": { - "value": 0.264044, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.295649, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.176813, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.147123, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 61.725, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00511, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 36.015, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27140ec684265105206b/output.webp b/records/sd1/paper/27140ec684265105206b/output.webp deleted file mode 100644 index a4e64d7241e1f7294b99e4609f778ce90e930315..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27140ec684265105206b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fe442cf60d83fca2823ec96cbc8f9dd3c39861fa7c3c4f305aa16d06cce4ac03 -size 28810 diff --git a/records/sd1/paper/27140ec684265105206b/record.json b/records/sd1/paper/27140ec684265105206b/record.json deleted file mode 100644 index 2ee056173e5bde5b343e36ee6e4d8dded3ee933c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27140ec684265105206b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "27140ec684265105206b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:31Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.0.out_layers.2", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "Dropout", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/7c5143fe1b7117ecdf5bb31b7e63308d2a3a3283cfd240377ba5dd0a20655299.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7c5143fe1b7117ecdf5bb31b7e63308d2a3a3283cfd240377ba5dd0a20655299", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2718ef8f43dd975ab7c1/measurements.json b/records/sd1/paper/2718ef8f43dd975ab7c1/measurements.json deleted file mode 100644 index 42616a1ec5aa8213d13375c00c3e1236d101d880..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2718ef8f43dd975ab7c1/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2718ef8f43dd975ab7c1", - "values": { - "cosine_distance": { - "value": 0.466264, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.461446, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.492503, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.432186, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 75.747, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00732, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 47.25, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2718ef8f43dd975ab7c1/output.webp b/records/sd1/paper/2718ef8f43dd975ab7c1/output.webp deleted file mode 100644 index 6aaff37811f2a1e6618db1cc7e5a7412b933d2e4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2718ef8f43dd975ab7c1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3f95cc7d5071a17577652070bb25f1de692ad0aadde0cba8d372482b080ad67f -size 32054 diff --git a/records/sd1/paper/2718ef8f43dd975ab7c1/record.json b/records/sd1/paper/2718ef8f43dd975ab7c1/record.json deleted file mode 100644 index 962e27d57c1a9f9d81cae54c5fd834e919bc54d6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2718ef8f43dd975ab7c1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2718ef8f43dd975ab7c1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:04Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.1.transformer_blocks.0.attn1.to_out.1", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "in.hi", - "kind": "self_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/9b431c3a5f8b6be9d95935b595f5feb1e4f739dce5843b873e57e8d4bfa269e2.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "9b431c3a5f8b6be9d95935b595f5feb1e4f739dce5843b873e57e8d4bfa269e2", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2722a8156786d790509f/measurements.json b/records/sd1/paper/2722a8156786d790509f/measurements.json deleted file mode 100644 index 893e453a12b85e7c0a43cea06fe125d14a2eab27..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2722a8156786d790509f/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2722a8156786d790509f", - "values": { - "cosine_distance": { - "value": 0.491344, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.607612, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.561439, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.354622, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 83.22, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.02909, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 58.111, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2722a8156786d790509f/output.webp b/records/sd1/paper/2722a8156786d790509f/output.webp deleted file mode 100644 index 26c6240c7a3fe6d29f13487302eb7af4a76f6196..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2722a8156786d790509f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:109f094221958224cf9a91421a3239aa8c46548f0311050a043dee597e9d8a15 -size 73792 diff --git a/records/sd1/paper/2722a8156786d790509f/record.json b/records/sd1/paper/2722a8156786d790509f/record.json deleted file mode 100644 index 880c2031877d9cd9e17295d315bc57be3ee32186..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2722a8156786d790509f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2722a8156786d790509f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:05Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.0.out_layers.3", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/809b7272844bef900ce97f3332086c98380df9b5da3930a09993fd82ac39211e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "809b7272844bef900ce97f3332086c98380df9b5da3930a09993fd82ac39211e", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/272a59cd2f850e971b9c/measurements.json b/records/sd1/paper/272a59cd2f850e971b9c/measurements.json deleted file mode 100644 index fea53c90b12e10eb7d1a268d878f2fea57a3d7f7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/272a59cd2f850e971b9c/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "272a59cd2f850e971b9c", - "values": { - "cosine_distance": { - "value": 0.414493, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.570247, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.552262, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.274742, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 47.608, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00311, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 43.152, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/272a59cd2f850e971b9c/output.webp b/records/sd1/paper/272a59cd2f850e971b9c/output.webp deleted file mode 100644 index 23caea9529350d34e64d8dbba90b70967ccabbc7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/272a59cd2f850e971b9c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:84ad4f1e1b5e53efcb14ab40c43458912832a33a57815888e14f7241a6525af4 -size 38316 diff --git a/records/sd1/paper/272a59cd2f850e971b9c/record.json b/records/sd1/paper/272a59cd2f850e971b9c/record.json deleted file mode 100644 index 488b07c97ee97dacab88ada35e2834e9d1d5a7aa..0000000000000000000000000000000000000000 --- a/records/sd1/paper/272a59cd2f850e971b9c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "272a59cd2f850e971b9c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:56Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.2.1.conv", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.lo", - "kind": "upsample", - "module_type": "Conv2d", - "container": "Upsample", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/4d16e9a3d2bd0d3d9500b21d1bbe286a1811a525ceba0cd27844ac60e088c0de.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "4d16e9a3d2bd0d3d9500b21d1bbe286a1811a525ceba0cd27844ac60e088c0de", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.Upsample.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27374c39b21c40528e41/measurements.json b/records/sd1/paper/27374c39b21c40528e41/measurements.json deleted file mode 100644 index d20fc80a32cf7e8c310f1fe7477f4d9f5d7e0104..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27374c39b21c40528e41/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "27374c39b21c40528e41", - "values": { - "cosine_distance": { - "value": 0.0137, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.012544, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.008367, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.006096, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.005, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00654, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.493, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27374c39b21c40528e41/output.webp b/records/sd1/paper/27374c39b21c40528e41/output.webp deleted file mode 100644 index 1b3e3ff96c23c176b8f28f84bcae544dba708145..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27374c39b21c40528e41/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:91bc24faef34fb6336f7a6c44145503df2e3fbe1cbb24dd475b0ff60778d43d1 -size 26968 diff --git a/records/sd1/paper/27374c39b21c40528e41/record.json b/records/sd1/paper/27374c39b21c40528e41/record.json deleted file mode 100644 index 6c1071ac1bb48b169e4a090e5c5b5aaf690e2722..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27374c39b21c40528e41/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "27374c39b21c40528e41", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:52Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.5.0.emb_layers.1", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.mid", - "kind": "res_branch", - "module_type": "Linear", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/3561cdfe3618999cd9bbebec9f60b55991cf7be77ef1e63e77135c6f0c3f5eb1.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "3561cdfe3618999cd9bbebec9f60b55991cf7be77ef1e63e77135c6f0c3f5eb1", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/273ab53c2853c5d584ef/measurements.json b/records/sd1/paper/273ab53c2853c5d584ef/measurements.json deleted file mode 100644 index 479b6d82f2ca42fa5fb5950704628cbef037057e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/273ab53c2853c5d584ef/measurements.json +++ /dev/null @@ -1,39 +0,0 @@ -{ - "record": "273ab53c2853c5d584ef", - "values": { - "std": { - "value": 73.646, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00363, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 30.93, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.236665, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.262893, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.220002, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/273ab53c2853c5d584ef/output.webp b/records/sd1/paper/273ab53c2853c5d584ef/output.webp deleted file mode 100644 index f0d89418195c551d0ba30c527ab7e762ddcb0889..0000000000000000000000000000000000000000 --- a/records/sd1/paper/273ab53c2853c5d584ef/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b4bd0373d3fe219c01c8ba925eb5fa9ebc63dd87c71e9002a671b8e54e0dabd3 -size 16528 diff --git a/records/sd1/paper/273ab53c2853c5d584ef/record.json b/records/sd1/paper/273ab53c2853c5d584ef/record.json deleted file mode 100644 index ddd7d15707652ee890b156449d56c703a57870ea..0000000000000000000000000000000000000000 --- a/records/sd1/paper/273ab53c2853c5d584ef/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "273ab53c2853c5d584ef", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:32Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 786, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.mid", - "kind": "skip", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "Conv2d", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "bf0726ee79d520e2e457" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_5_5_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/273d34ba4d09810017f0/measurements.json b/records/sd1/paper/273d34ba4d09810017f0/measurements.json deleted file mode 100644 index a7c2e7a2bcf81f8609aee72c5aae5f43c643ace2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/273d34ba4d09810017f0/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "273d34ba4d09810017f0", - "values": { - "cosine_distance": { - "value": 0.185681, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.243398, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.162591, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.146209, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 53.495, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00581, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 22.681, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/273d34ba4d09810017f0/output.webp b/records/sd1/paper/273d34ba4d09810017f0/output.webp deleted file mode 100644 index 205bda1935449a16bd31000328162e3e005fda56..0000000000000000000000000000000000000000 --- a/records/sd1/paper/273d34ba4d09810017f0/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:71f368140734b9aa556c796e77904bb9ea5d80ad40487315f9ca1ca8e22bcbb7 -size 49566 diff --git a/records/sd1/paper/273d34ba4d09810017f0/record.json b/records/sd1/paper/273d34ba4d09810017f0/record.json deleted file mode 100644 index 3bd9c4296f973b34c2bd3b40a11ae10bf2c9b798..0000000000000000000000000000000000000000 --- a/records/sd1/paper/273d34ba4d09810017f0/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "273d34ba4d09810017f0", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:21Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.0.in_layers.0", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.mid", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/7b4d4646dda3077555332b6bc749f754a380caf5d7b27447d8371b3d1c8917d9.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7b4d4646dda3077555332b6bc749f754a380caf5d7b27447d8371b3d1c8917d9", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27507d4c97479db5cf2a/measurements.json b/records/sd1/paper/27507d4c97479db5cf2a/measurements.json deleted file mode 100644 index 8b53b53eef910d7916036daba8ecfaf827eff7c8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27507d4c97479db5cf2a/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "27507d4c97479db5cf2a", - "values": { - "cosine_distance": { - "value": 0.003794, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.003596, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.003733, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.00232, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.347, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00652, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.575, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27507d4c97479db5cf2a/output.webp b/records/sd1/paper/27507d4c97479db5cf2a/output.webp deleted file mode 100644 index 8d8b7e8a6345ab3d9706a15cb4799ce103b6ccce..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27507d4c97479db5cf2a/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:35689f79187a5f3f7f332f52305de7f570aad0302340ccc8fcc0f6c8f539180a -size 28648 diff --git a/records/sd1/paper/27507d4c97479db5cf2a/record.json b/records/sd1/paper/27507d4c97479db5cf2a/record.json deleted file mode 100644 index e4ce45d8828687084d8697de35f835956693b3d2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27507d4c97479db5cf2a/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "27507d4c97479db5cf2a", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:33Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.transformer_blocks.0.attn2.to_k", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/5a5ec52a180a3c1d15c35c3c83c5b2ede6773fbc27139423a6eaa25ed7db6681.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "5a5ec52a180a3c1d15c35c3c83c5b2ede6773fbc27139423a6eaa25ed7db6681", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2758a2ceaaaafba43d4a/measurements.json b/records/sd1/paper/2758a2ceaaaafba43d4a/measurements.json deleted file mode 100644 index 0e3ce6e263c86b63ad3e167a9e3746cc3ff9a5a0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2758a2ceaaaafba43d4a/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2758a2ceaaaafba43d4a", - "values": { - "cosine_distance": { - "value": 0.063315, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.047247, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.029353, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.064414, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.51, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00608, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 9.084, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2758a2ceaaaafba43d4a/output.webp b/records/sd1/paper/2758a2ceaaaafba43d4a/output.webp deleted file mode 100644 index 3c5ccf306e7069ab3647a46da347926447484d33..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2758a2ceaaaafba43d4a/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:486e5d50638dbf3a1d4a6419f040c97c11e863b2b2863b0961d68b92d35a56ee -size 25274 diff --git a/records/sd1/paper/2758a2ceaaaafba43d4a/record.json b/records/sd1/paper/2758a2ceaaaafba43d4a/record.json deleted file mode 100644 index 09653e90be66c588e58d81999e2010c7086827a1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2758a2ceaaaafba43d4a/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2758a2ceaaaafba43d4a", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:26Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.1.0.out_layers.3", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/7ac3d1c321be954cc5e62ccc2f79c0a80dfd32599b6c3bab17dcdf282440b69d.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "7ac3d1c321be954cc5e62ccc2f79c0a80dfd32599b6c3bab17dcdf282440b69d", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/275b4d5b28cbbafc3ccc/interpretations.jsonl b/records/sd1/paper/275b4d5b28cbbafc3ccc/interpretations.jsonl deleted file mode 100644 index d097a1af69a3c836738b4633789c62e9017773d1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/275b4d5b28cbbafc3ccc/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "275b4d5b28cbbafc3ccc"}, "kind": "caption", "value": "Young woman with short dark bob in black shirt, grey-green vintage portrait, slightly cooler.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:56Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "06917d2904acc885"} -{"target": {"record": "275b4d5b28cbbafc3ccc"}, "kind": "change", "value": "Almost no visible change: the face differs a little and the tone is slightly cooler and flatter.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:56Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "f204ace14a7f6e59"} -{"target": {"record": "275b4d5b28cbbafc3ccc"}, "kind": "keywords", "value": ["near identical", "minimal change", "vintage portrait"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:56Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "9fc736435f9dbe44"} -{"target": {"record": "275b4d5b28cbbafc3ccc"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:56Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "535042c16d565de5"} diff --git a/records/sd1/paper/275b4d5b28cbbafc3ccc/measurements.json b/records/sd1/paper/275b4d5b28cbbafc3ccc/measurements.json deleted file mode 100644 index eace1fcdf6f407a2c048cd51710d050435e22263..0000000000000000000000000000000000000000 --- a/records/sd1/paper/275b4d5b28cbbafc3ccc/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "275b4d5b28cbbafc3ccc", - "values": { - "cosine_distance": { - "value": 0.017059, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.01507, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.010723, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.029938, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.291, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00627, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.495, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/275b4d5b28cbbafc3ccc/output.webp b/records/sd1/paper/275b4d5b28cbbafc3ccc/output.webp deleted file mode 100644 index ad8c73148ad595f7381c03ff759f5736eebd40b7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/275b4d5b28cbbafc3ccc/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d614a7bef2d8a3491ce511abaf73bce5b94c15b6cb1a7734b436c876a838ad7e -size 25210 diff --git a/records/sd1/paper/275b4d5b28cbbafc3ccc/record.json b/records/sd1/paper/275b4d5b28cbbafc3ccc/record.json deleted file mode 100644 index 346778b7696437be41908a4607fd748027b367df..0000000000000000000000000000000000000000 --- a/records/sd1/paper/275b4d5b28cbbafc3ccc/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "275b4d5b28cbbafc3ccc", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:59Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.proj_in", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "mid", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/293e7a75dea84b185f1342c900140c1adcacbb16e2dcf13224189441d10230a9.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "293e7a75dea84b185f1342c900140c1adcacbb16e2dcf13224189441d10230a9", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/275c5f5ab3b03e5ade22/measurements.json b/records/sd1/paper/275c5f5ab3b03e5ade22/measurements.json deleted file mode 100644 index 4f9e21ef52b5522ef1745a1109cdb94c3e9d2fc2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/275c5f5ab3b03e5ade22/measurements.json +++ /dev/null @@ -1,39 +0,0 @@ -{ - "record": "275c5f5ab3b03e5ade22", - "values": { - "std": { - "value": 77.062, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0044, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 49.056, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.567692, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.292626, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.172709, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/275c5f5ab3b03e5ade22/output.webp b/records/sd1/paper/275c5f5ab3b03e5ade22/output.webp deleted file mode 100644 index 00f6b00801905ddfd3e9325c3f5d918f47d64c41..0000000000000000000000000000000000000000 --- a/records/sd1/paper/275c5f5ab3b03e5ade22/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6f33e423029e07c92c40ebae7d97c8b68d7844d88f64d8d581d48f0ddfda7db8 -size 37402 diff --git a/records/sd1/paper/275c5f5ab3b03e5ade22/record.json b/records/sd1/paper/275c5f5ab3b03e5ade22/record.json deleted file mode 100644 index 328d24ae1b240ca5898912da1a6568fc98dc7ed9..0000000000000000000000000000000000000000 --- a/records/sd1/paper/275c5f5ab3b03e5ade22/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "275c5f5ab3b03e5ade22", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:32Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 786, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.mid", - "kind": "skip", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost", - "module_type": "Conv2d", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "bf0726ee79d520e2e457" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_5_5_3.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/27629851a227c9b1680a/interpretations.jsonl b/records/sd1/paper/27629851a227c9b1680a/interpretations.jsonl deleted file mode 100644 index fc06a4a85605d988b0d3f4ffa9bb6d7687602673..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27629851a227c9b1680a/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "27629851a227c9b1680a"}, "kind": "caption", "value": "Harsh frontal portrait of older-looking woman with shoulder-length hair, gritty sepia contrast", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:29:32Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c1035df6b0eb2f00"} -{"target": {"record": "27629851a227c9b1680a"}, "kind": "change", "value": "The soft three-quarter portrait becomes a gritty, high-contrast frontal close-up of a weathered woman with longer straggly hair in muted sepia.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:29:32Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "153058393cbcc609"} -{"target": {"record": "27629851a227c9b1680a"}, "kind": "keywords", "value": ["gritty portrait", "frontal face", "high contrast", "sepia", "weathered"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:29:32Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "645c0e4a7a1eadd1"} -{"target": {"record": "27629851a227c9b1680a"}, "kind": "effect_tags", "value": ["subject_kept", "high_contrast", "new_composition", "texture", "zoom"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:29:32Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "af4866dc243d8b3b"} diff --git a/records/sd1/paper/27629851a227c9b1680a/measurements.json b/records/sd1/paper/27629851a227c9b1680a/measurements.json deleted file mode 100644 index f7110b7cf2c1d7b82bf0e7e80cda402996cc5833..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27629851a227c9b1680a/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "27629851a227c9b1680a", - "values": { - "cosine_distance": { - "value": 0.447538, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.446249, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.332509, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.154153, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 74.011, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00889, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 50.614, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27629851a227c9b1680a/output.webp b/records/sd1/paper/27629851a227c9b1680a/output.webp deleted file mode 100644 index 235e9fada3b0f34efad50669e8e471b43a7c7846..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27629851a227c9b1680a/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:39d364c6c6c35a39ebdbc033117489cab5059d6aa8eb887481f539e84318afbd -size 29836 diff --git a/records/sd1/paper/27629851a227c9b1680a/record.json b/records/sd1/paper/27629851a227c9b1680a/record.json deleted file mode 100644 index a47adaf504870f673ffbdef7716da580dca03768..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27629851a227c9b1680a/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "27629851a227c9b1680a", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:25Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.transformer_blocks.0.ff.net.2", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "in.hi", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/cb6542e3c4281bb682c81051348b65c84a6477bb2ae8a026729e1290d6cb418e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "cb6542e3c4281bb682c81051348b65c84a6477bb2ae8a026729e1290d6cb418e", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2762d16ea634e922a8d8/interpretations.jsonl b/records/sd1/paper/2762d16ea634e922a8d8/interpretations.jsonl deleted file mode 100644 index fdba6352b0c5e9a12c04b4205020d2ee4ecefc95..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2762d16ea634e922a8d8/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "2762d16ea634e922a8d8"}, "kind": "caption", "value": "Comic-style painted face in teal and pink tones, glitchy patchwork background", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:04:17Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1688df4a020c6035"} -{"target": {"record": "2762d16ea634e922a8d8"}, "kind": "change", "value": "The photo becomes a graphic, comic-like painted portrait with teal skin highlights, pastel pink patches and a blotchy, glitchy background.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:04:17Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "10057353d5c9eeb9"} -{"target": {"record": "2762d16ea634e922a8d8"}, "kind": "keywords", "value": ["comic style", "teal and pink", "graphic portrait", "glitchy background", "painted"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:04:17Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "95d2e71fafc08ee3"} -{"target": {"record": "2762d16ea634e922a8d8"}, "kind": "effect_tags", "value": ["style_change", "colour_shift", "saturated", "glitch", "painterly", "high_contrast"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:04:17Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "7761a32ef2e38db1"} diff --git a/records/sd1/paper/2762d16ea634e922a8d8/measurements.json b/records/sd1/paper/2762d16ea634e922a8d8/measurements.json deleted file mode 100644 index 83916e3b0c85e31c84db60283975e65ddc4ff9ea..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2762d16ea634e922a8d8/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2762d16ea634e922a8d8", - "values": { - "cosine_distance": { - "value": 0.389807, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.499667, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.482813, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.368429, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 75.351, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0179, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 40.321, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2762d16ea634e922a8d8/output.webp b/records/sd1/paper/2762d16ea634e922a8d8/output.webp deleted file mode 100644 index ffd57e2c322d112d644cfb6136bd1a7baaa2dc7c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2762d16ea634e922a8d8/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:99e13810279f8c8d9a6cc8258698e224f55c30e2171297b389b4ffdd608dde7d -size 51508 diff --git a/records/sd1/paper/2762d16ea634e922a8d8/record.json b/records/sd1/paper/2762d16ea634e922a8d8/record.json deleted file mode 100644 index 9d14be3963dfff9bdd73519eb1135f1630384935..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2762d16ea634e922a8d8/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2762d16ea634e922a8d8", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:06Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.1.transformer_blocks.0.attn1.to_out.1", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.mid", - "kind": "self_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/e555d3253e2c2fb90cab1f1fdd8382b76451844d7033e51b5498a5e001473124.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e555d3253e2c2fb90cab1f1fdd8382b76451844d7033e51b5498a5e001473124", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2762e079f66838a56daf/measurements.json b/records/sd1/paper/2762e079f66838a56daf/measurements.json deleted file mode 100644 index 43beef038aaec7c0d9b00e5d095ebe6fb2cbe00a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2762e079f66838a56daf/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2762e079f66838a56daf", - "values": { - "cosine_distance": { - "value": 0.427198, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.414585, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.247658, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.114438, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.548, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0091, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 43.696, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2762e079f66838a56daf/output.webp b/records/sd1/paper/2762e079f66838a56daf/output.webp deleted file mode 100644 index d426f5ab93ce1b1ef3685be424c099e8d8d285b5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2762e079f66838a56daf/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b3f9b8829010cbdaa1a8cefc1fc8c33068b2cb579593f58f88baa0b7b2ec90b0 -size 33968 diff --git a/records/sd1/paper/2762e079f66838a56daf/record.json b/records/sd1/paper/2762e079f66838a56daf/record.json deleted file mode 100644 index fceb10ec76232d12455c49d9c8e2e9270c7c34f4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2762e079f66838a56daf/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2762e079f66838a56daf", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:58Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.1.0.out_layers.3", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.hi", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/d8276bff9cc8acb8f72f072d10bc8dbeacd1f9f9e60859e68053a839a65276d5.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "d8276bff9cc8acb8f72f072d10bc8dbeacd1f9f9e60859e68053a839a65276d5", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27639ba2ecc1b0893be5/measurements.json b/records/sd1/paper/27639ba2ecc1b0893be5/measurements.json deleted file mode 100644 index f3ad696d9c7b65814ce93e92a01cb922f9366243..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27639ba2ecc1b0893be5/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "27639ba2ecc1b0893be5", - "values": { - "cosine_distance": { - "value": 0.221422, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.259486, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.457046, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.303972, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 59.084, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00517, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 22.196, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27639ba2ecc1b0893be5/output.webp b/records/sd1/paper/27639ba2ecc1b0893be5/output.webp deleted file mode 100644 index 44d4678f447571795030deb5d919b7975c5de44c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27639ba2ecc1b0893be5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9f286e03f43082eaa5dd2b8ebd66703fed4779cfcb5e8e3795fdabeec803176e -size 39764 diff --git a/records/sd1/paper/27639ba2ecc1b0893be5/record.json b/records/sd1/paper/27639ba2ecc1b0893be5/record.json deleted file mode 100644 index 0fe0d72593cc224eb9d93b7c015db9815bef0d46..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27639ba2ecc1b0893be5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "27639ba2ecc1b0893be5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:46:37Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.6.1.transformer_blocks.0.attn2.to_out.1", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.mid", - "kind": "cross_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/eda370c64ad080e81969dec728f08689e78bd859b18cb6c9cfc454deccbff0d9.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "eda370c64ad080e81969dec728f08689e78bd859b18cb6c9cfc454deccbff0d9", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2764780e0e532284b651/measurements.json b/records/sd1/paper/2764780e0e532284b651/measurements.json deleted file mode 100644 index ca0128eda9cf0f907381eb8f0de2032293992611..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2764780e0e532284b651/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "2764780e0e532284b651", - "values": { - "cosine_distance": { - "value": 0.047974, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.041591, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.031365, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.056024, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.238, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00388, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 9.179, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2764780e0e532284b651/output.webp b/records/sd1/paper/2764780e0e532284b651/output.webp deleted file mode 100644 index b55be1428026dbd48cb3a610dd14709477011e48..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2764780e0e532284b651/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:12610220c67d123d4184fbe345770ccae26f755e7652aea479f19ac353109c5c -size 28680 diff --git a/records/sd1/paper/2764780e0e532284b651/record.json b/records/sd1/paper/2764780e0e532284b651/record.json deleted file mode 100644 index 73fe2ea6fb6648f21c5fe9925e6ca73a9b8ef6df..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2764780e0e532284b651/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2764780e0e532284b651", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:37Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.transformer_blocks.0.attn2.to_out.1", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.hi", - "kind": "cross_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/af690eaf447518e79ecdcc1dfacdf642103cde48e8cc0d11b8e51a4b389c628d.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "af690eaf447518e79ecdcc1dfacdf642103cde48e8cc0d11b8e51a4b389c628d", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27660122b42cfa5c3f95/measurements.json b/records/sd1/paper/27660122b42cfa5c3f95/measurements.json deleted file mode 100644 index 5ba84d18f302a8cf65b3322f3227358afb30e08d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27660122b42cfa5c3f95/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "27660122b42cfa5c3f95", - "values": { - "cosine_distance": { - "value": 0.084525, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.112029, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.048386, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.070459, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.207, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00416, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 12.822, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27660122b42cfa5c3f95/output.webp b/records/sd1/paper/27660122b42cfa5c3f95/output.webp deleted file mode 100644 index 62238a9f790764bbe6546f57912813d3e14c2708..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27660122b42cfa5c3f95/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b6abacad5438f2f9e45a39e2e4b9f1611e49fbd6909b7d491e2ec58da62bffb6 -size 26318 diff --git a/records/sd1/paper/27660122b42cfa5c3f95/record.json b/records/sd1/paper/27660122b42cfa5c3f95/record.json deleted file mode 100644 index 56b766265da2dc052f04f933a7dd469ceafc4ea7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27660122b42cfa5c3f95/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "27660122b42cfa5c3f95", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:08Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.1.transformer_blocks.0.attn2.to_out.0", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.lo", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/3dcc9601961e6f3c9c409096a7d88de4f435bc606ae6f4eb7ddf712666f5ef41.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "3dcc9601961e6f3c9c409096a7d88de4f435bc606ae6f4eb7ddf712666f5ef41", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/276ba2b28d8e2b72f0a2/measurements.json b/records/sd1/paper/276ba2b28d8e2b72f0a2/measurements.json deleted file mode 100644 index c02b60ea20468190f2e97e056213dcb95df3a72f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/276ba2b28d8e2b72f0a2/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "276ba2b28d8e2b72f0a2", - "values": { - "cosine_distance": { - "value": 0.010348, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.011936, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.003417, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.013431, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.076, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00637, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 3.724, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/276ba2b28d8e2b72f0a2/output.webp b/records/sd1/paper/276ba2b28d8e2b72f0a2/output.webp deleted file mode 100644 index 77a557f277e1c24a741e233804e677777c669aab..0000000000000000000000000000000000000000 --- a/records/sd1/paper/276ba2b28d8e2b72f0a2/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3ceabbdb8bb9a9a9364af1343b41c48721b00c73fc6674bdde0a9404402eb223 -size 27520 diff --git a/records/sd1/paper/276ba2b28d8e2b72f0a2/record.json b/records/sd1/paper/276ba2b28d8e2b72f0a2/record.json deleted file mode 100644 index 8ceb5ba00720dccfba8bdc72448d188ee9082306..0000000000000000000000000000000000000000 --- a/records/sd1/paper/276ba2b28d8e2b72f0a2/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "276ba2b28d8e2b72f0a2", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:41Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.10.0.in_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/b0a536c4397b94375f74e10b5b2ce48c630600d9c6cd4dfb6e78291ba43d3c64.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b0a536c4397b94375f74e10b5b2ce48c630600d9c6cd4dfb6e78291ba43d3c64", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2782c7bc98c27e4c42d7/measurements.json b/records/sd1/paper/2782c7bc98c27e4c42d7/measurements.json deleted file mode 100644 index ac873cb11f1af733df50c4180299575708eddf39..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2782c7bc98c27e4c42d7/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2782c7bc98c27e4c42d7", - "values": { - "cosine_distance": { - "value": 0.021485, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.023023, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.006167, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.015944, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.404, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00656, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 5.04, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2782c7bc98c27e4c42d7/output.webp b/records/sd1/paper/2782c7bc98c27e4c42d7/output.webp deleted file mode 100644 index d900d3e12253589a07bf6d786f66a036545255e2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2782c7bc98c27e4c42d7/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:bf5ad65182f1f24a4f72f80591ee1122a3152ee5369ef9c665b65756b654ed5e -size 26414 diff --git a/records/sd1/paper/2782c7bc98c27e4c42d7/record.json b/records/sd1/paper/2782c7bc98c27e4c42d7/record.json deleted file mode 100644 index 29ff12c975bfb1c32a454df7c58a6a0d25366c52..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2782c7bc98c27e4c42d7/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2782c7bc98c27e4c42d7", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:38Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.1.transformer_blocks.0.attn2.to_out.1", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.lo", - "kind": "cross_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/c800af87b69dbe5a1ed0a5c05263d165c3a242e135a4fde4fb3b89f9e1f44f23.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "c800af87b69dbe5a1ed0a5c05263d165c3a242e135a4fde4fb3b89f9e1f44f23", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27a46b7e26ec0ccb48b3/measurements.json b/records/sd1/paper/27a46b7e26ec0ccb48b3/measurements.json deleted file mode 100644 index 2ad87588ec3ff3ff4fa0fa826025370c8fa97c14..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27a46b7e26ec0ccb48b3/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "27a46b7e26ec0ccb48b3", - "values": { - "cosine_distance": { - "value": 0.170057, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.161883, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.24311, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.209815, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.676, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00629, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 19.598, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27a46b7e26ec0ccb48b3/output.webp b/records/sd1/paper/27a46b7e26ec0ccb48b3/output.webp deleted file mode 100644 index a51accc22829c68a829c1e053fa85e3bc59a1e8f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27a46b7e26ec0ccb48b3/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:749700b6b349ea56744f5c0153b8f75341b29741effdca8dcfab5740f011b7ab -size 25852 diff --git a/records/sd1/paper/27a46b7e26ec0ccb48b3/record.json b/records/sd1/paper/27a46b7e26ec0ccb48b3/record.json deleted file mode 100644 index d91a14117101c5b9629b8097b68fe7dafcf289b5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27a46b7e26ec0ccb48b3/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "27a46b7e26ec0ccb48b3", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:04Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.ff.net.2", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "mid", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/f23ed54a25b227310b229fa0f48b6c18273f04fe7cbdfb5cf762dd531ae3b95f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "f23ed54a25b227310b229fa0f48b6c18273f04fe7cbdfb5cf762dd531ae3b95f", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27a5abec93093cf2c93f/measurements.json b/records/sd1/paper/27a5abec93093cf2c93f/measurements.json deleted file mode 100644 index a05f7c14fed0472ddc1c4944e7748a5a163460d3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27a5abec93093cf2c93f/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "27a5abec93093cf2c93f", - "values": { - "cosine_distance": { - "value": 0.061881, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.08241, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.042498, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.032379, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.87, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00394, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 12.687, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27a5abec93093cf2c93f/output.webp b/records/sd1/paper/27a5abec93093cf2c93f/output.webp deleted file mode 100644 index 54ad18ff72f30580d48cf4f4c9ad59c4ae845b67..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27a5abec93093cf2c93f/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:da58b0fa7121bdbef1813a64ca68811d8b395a65b22b377c26953077c3d12e1e -size 27058 diff --git a/records/sd1/paper/27a5abec93093cf2c93f/record.json b/records/sd1/paper/27a5abec93093cf2c93f/record.json deleted file mode 100644 index bd05ee108d6212bf48687c06000600d9df208631..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27a5abec93093cf2c93f/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "27a5abec93093cf2c93f", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:46Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.1.transformer_blocks.0.norm2", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.hi", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/4d5df7c6ff93dc7ada7428c4aea1df5c736c90ff19dfd20a96c44e662a9d977c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "4d5df7c6ff93dc7ada7428c4aea1df5c736c90ff19dfd20a96c44e662a9d977c", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27ac4eaf4044d2940675/measurements.json b/records/sd1/paper/27ac4eaf4044d2940675/measurements.json deleted file mode 100644 index 6fbc5f3908f83d36a31fd4fd76f21f5725bee8e3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27ac4eaf4044d2940675/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "27ac4eaf4044d2940675", - "values": { - "cosine_distance": { - "value": 0.072085, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.082076, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.037573, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.035822, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.306, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00404, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 11.074, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27ac4eaf4044d2940675/output.webp b/records/sd1/paper/27ac4eaf4044d2940675/output.webp deleted file mode 100644 index d852efef82e7abde2567545e6d23bb6d569c3cf5..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27ac4eaf4044d2940675/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:91633c84235ff1f21c14cbe50048164b7155f1666278ebb713ee689dd03666a5 -size 24212 diff --git a/records/sd1/paper/27ac4eaf4044d2940675/record.json b/records/sd1/paper/27ac4eaf4044d2940675/record.json deleted file mode 100644 index 4470140192f08551c1526a683517fd035dcba615..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27ac4eaf4044d2940675/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "27ac4eaf4044d2940675", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:48Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.1.transformer_blocks.0.norm3", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.mid", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/6fcd9a22cb68cefacf96102e9dd243eb25e20debb885b79989d8e9c196f1b098.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "6fcd9a22cb68cefacf96102e9dd243eb25e20debb885b79989d8e9c196f1b098", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27acff513f9c21637852/measurements.json b/records/sd1/paper/27acff513f9c21637852/measurements.json deleted file mode 100644 index a52f2dd606221416cd64f82e4dfbf20982094d4e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27acff513f9c21637852/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "27acff513f9c21637852", - "values": { - "cosine_distance": { - "value": 0.420388, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.411881, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.262596, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.105075, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.181, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00446, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 49.222, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27acff513f9c21637852/output.webp b/records/sd1/paper/27acff513f9c21637852/output.webp deleted file mode 100644 index 91cc56f447eb106bdd75b19ef37ddfb554c5b2a3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27acff513f9c21637852/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4306b064df6cd316d9f190d53fa971a531a5b21b9e95ab8220d5c2c6ecc84e45 -size 31854 diff --git a/records/sd1/paper/27acff513f9c21637852/record.json b/records/sd1/paper/27acff513f9c21637852/record.json deleted file mode 100644 index 7c3eb10dd5e15926960cbe9317237543aa0c24bc..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27acff513f9c21637852/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "27acff513f9c21637852", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:18Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.0.out_layers.1", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "mid", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/1d39e0b0040a4704944d846cf729e2c6c3a3ca088d17ed5272e9c45dbcdef81e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "1d39e0b0040a4704944d846cf729e2c6c3a3ca088d17ed5272e9c45dbcdef81e", - "type_path": "UNetModel.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27af4695320ee8baba61/measurements.json b/records/sd1/paper/27af4695320ee8baba61/measurements.json deleted file mode 100644 index 464385fff9ed00a694b8ed5477377e4956d74899..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27af4695320ee8baba61/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "27af4695320ee8baba61", - "values": { - "cosine_distance": { - "value": 0.000808, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.001317, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.001272, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.001328, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.242, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00633, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.719, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27af4695320ee8baba61/output.webp b/records/sd1/paper/27af4695320ee8baba61/output.webp deleted file mode 100644 index 53d8fe6e9753348b452cc781ecb26ff7231b95ec..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27af4695320ee8baba61/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:70b5f14cce14c1ec5f91fb70e32a8055d9061fc0b8c032d6cd8a85ae2a81e9c2 -size 28530 diff --git a/records/sd1/paper/27af4695320ee8baba61/record.json b/records/sd1/paper/27af4695320ee8baba61/record.json deleted file mode 100644 index da36791ef58ae26055f655ce2f96ecd8859be9da..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27af4695320ee8baba61/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "27af4695320ee8baba61", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:19Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.7.1.proj_out", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.mid", - "kind": "proj", - "module_type": "Conv2d", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/cc30e8f34d129f64871a1b7ef48accf826f78b624752e24819dd305bfa1eaa76.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "cc30e8f34d129f64871a1b7ef48accf826f78b624752e24819dd305bfa1eaa76", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27b3be30c78d83bc64ab/measurements.json b/records/sd1/paper/27b3be30c78d83bc64ab/measurements.json deleted file mode 100644 index b892d7746aefbf84a529bf1fdf02021f72d139fe..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27b3be30c78d83bc64ab/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "27b3be30c78d83bc64ab", - "values": { - "cosine_distance": { - "value": 0.164609, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.185319, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.230807, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.168153, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.392, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00606, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 16.8, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27b3be30c78d83bc64ab/output.webp b/records/sd1/paper/27b3be30c78d83bc64ab/output.webp deleted file mode 100644 index c802b2e75818073a8532e5ad6bbbad93247421a4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27b3be30c78d83bc64ab/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4cbad026d5274396ed7e7a71c207b27104104c6d0b92c93a2d49c8393adf208f -size 27860 diff --git a/records/sd1/paper/27b3be30c78d83bc64ab/record.json b/records/sd1/paper/27b3be30c78d83bc64ab/record.json deleted file mode 100644 index 0843f182c6227a4d7c30386f3ae2544a49ef0abd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27b3be30c78d83bc64ab/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "27b3be30c78d83bc64ab", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:48Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.1.transformer_blocks.0.attn2.to_out.0", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/ddcc9bdd1510b786dcb22c6aa2896c7624956f2abbee9c21acaf7ca82436ff60.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "ddcc9bdd1510b786dcb22c6aa2896c7624956f2abbee9c21acaf7ca82436ff60", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27bae96b354ba65ba54d/measurements.json b/records/sd1/paper/27bae96b354ba65ba54d/measurements.json deleted file mode 100644 index 52f8bb203643736c01a1aae93e7881b560914c0e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27bae96b354ba65ba54d/measurements.json +++ /dev/null @@ -1,39 +0,0 @@ -{ - "record": "27bae96b354ba65ba54d", - "values": { - "std": { - "value": 57.8, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00576, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 42.185, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.319375, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.199419, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.128392, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27bae96b354ba65ba54d/output.webp b/records/sd1/paper/27bae96b354ba65ba54d/output.webp deleted file mode 100644 index 45976ab09208b001cdb216c26370deee47e5c472..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27bae96b354ba65ba54d/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:aa6feec8aba2c0afcf4f0347945850e6519d4476e8554ab24ddf3435b55c8775 -size 51842 diff --git a/records/sd1/paper/27bae96b354ba65ba54d/record.json b/records/sd1/paper/27bae96b354ba65ba54d/record.json deleted file mode 100644 index 883f0fa64fd23a363659c09acc64ceb59cd2adbd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27bae96b354ba65ba54d/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "27bae96b354ba65ba54d", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:00Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 123, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.attn2.to_out.0", - "op": "multiply", - "args": { - "scalar": 0.0 - }, - "group": "mid", - "kind": "cross_attn", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero", - "module_type": "Linear", - "container": "CrossAttention" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "c9418495aefcf734c9e1" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_9_2_0.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/27c7356dc25df0c2ac74/measurements.json b/records/sd1/paper/27c7356dc25df0c2ac74/measurements.json deleted file mode 100644 index 8b891a64047c19d071183dbbd1ca33350a849cff..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27c7356dc25df0c2ac74/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "27c7356dc25df0c2ac74", - "values": { - "cosine_distance": { - "value": 0.000104, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.000207, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.000155, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.00038, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.474, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00645, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 1.669, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27c7356dc25df0c2ac74/output.webp b/records/sd1/paper/27c7356dc25df0c2ac74/output.webp deleted file mode 100644 index 19bbcfa6e1990051298a734c681c9d2d2a1d0644..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27c7356dc25df0c2ac74/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6a84eefcd1ca436b3fdcba9f8d330664ab6b6a55715274ebc652f0533cdb0b4f -size 26936 diff --git a/records/sd1/paper/27c7356dc25df0c2ac74/record.json b/records/sd1/paper/27c7356dc25df0c2ac74/record.json deleted file mode 100644 index 498745e74cd8d2e1a55b71092e872bd0a3e76544..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27c7356dc25df0c2ac74/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "27c7356dc25df0c2ac74", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:57Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.1.transformer_blocks.0.attn2.to_k", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.hi", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/9c1c673af66aedfe70b8817aec4a9790af83d3fc038f8373b288dbcb3eff1090.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "9c1c673af66aedfe70b8817aec4a9790af83d3fc038f8373b288dbcb3eff1090", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27c7ea558efaf26432c2/measurements.json b/records/sd1/paper/27c7ea558efaf26432c2/measurements.json deleted file mode 100644 index 9ba09760957727869697c8b620b12e5e47d8901c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27c7ea558efaf26432c2/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "27c7ea558efaf26432c2", - "values": { - "cosine_distance": { - "value": 0.175481, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.216286, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.075072, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.065794, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 59.515, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00573, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 24.72, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27c7ea558efaf26432c2/output.webp b/records/sd1/paper/27c7ea558efaf26432c2/output.webp deleted file mode 100644 index 3989faa46eebb2a0b843f7af3e7c2c7277bb6296..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27c7ea558efaf26432c2/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a47f823660c4e80c505b0be7aa028aefdbadf86c46e2c9e37332fe3a4b8df2fa -size 27594 diff --git a/records/sd1/paper/27c7ea558efaf26432c2/record.json b/records/sd1/paper/27c7ea558efaf26432c2/record.json deleted file mode 100644 index 98ed4d01b024a08bff41f967d4955d68c15962a4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27c7ea558efaf26432c2/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "27c7ea558efaf26432c2", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:57Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.10.0.out_layers.0", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/d7f3335c92caf002616138807463b16232db2ff97942f4d14ff3f27e352e5ad8.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "d7f3335c92caf002616138807463b16232db2ff97942f4d14ff3f27e352e5ad8", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27ebbddd21faede2b789/measurements.json b/records/sd1/paper/27ebbddd21faede2b789/measurements.json deleted file mode 100644 index f1f87784a97987d593a9987a84fce10944ea8b13..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27ebbddd21faede2b789/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "27ebbddd21faede2b789", - "values": { - "cosine_distance": { - "value": 0.109237, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.097368, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.05673, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.085163, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.293, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00674, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 14.556, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27ebbddd21faede2b789/output.webp b/records/sd1/paper/27ebbddd21faede2b789/output.webp deleted file mode 100644 index c45205c2f98809e89af68afc4fd97ac5782da9ad..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27ebbddd21faede2b789/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:dc3abf7eb9e5472177e41fa412a526b7a9204fc33c815021a17de718827b0ec8 -size 30352 diff --git a/records/sd1/paper/27ebbddd21faede2b789/record.json b/records/sd1/paper/27ebbddd21faede2b789/record.json deleted file mode 100644 index 2b5b53e770bf9b86082cc020c39577997ef75cb1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27ebbddd21faede2b789/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "27ebbddd21faede2b789", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:57Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.3.0.in_layers.1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "SiLU", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/0926bfd828f856132077698034cb1c1658ed09b615dcd23fe18660497f5b921f.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "0926bfd828f856132077698034cb1c1658ed09b615dcd23fe18660497f5b921f", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.SiLU", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27ec676825818071810b/measurements.json b/records/sd1/paper/27ec676825818071810b/measurements.json deleted file mode 100644 index d3d2583c84547029d15a6d453b4820abfb46f07a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27ec676825818071810b/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "27ec676825818071810b", - "values": { - "cosine_distance": { - "value": 0.251492, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.28406, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.146209, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.10008, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 56.992, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00516, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 31.319, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27ec676825818071810b/output.webp b/records/sd1/paper/27ec676825818071810b/output.webp deleted file mode 100644 index f89e9322d770130fcba4958fe2dacd0cbe4a2c5f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27ec676825818071810b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:47ab87b9033079c7b951ab01c7e984880c0e96b50f796b381db5479553a0f958 -size 24590 diff --git a/records/sd1/paper/27ec676825818071810b/record.json b/records/sd1/paper/27ec676825818071810b/record.json deleted file mode 100644 index e7f9ecd3fb69f249b4b4fc3a45e395f69a1c250c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27ec676825818071810b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "27ec676825818071810b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:34:25Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.1.norm", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.hi", - "kind": "norm", - "module_type": "GroupNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/6835389f6765169475462e010fe495dec26d01fd4f1102a86a987f1ebdf560f2.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "6835389f6765169475462e010fe495dec26d01fd4f1102a86a987f1ebdf560f2", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27efb9df6106c5a52dcb/measurements.json b/records/sd1/paper/27efb9df6106c5a52dcb/measurements.json deleted file mode 100644 index a5ba6ab8358782b4c0322775abbdf782eeb06499..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27efb9df6106c5a52dcb/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "27efb9df6106c5a52dcb", - "values": { - "cosine_distance": { - "value": 0.033398, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.022631, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.017386, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.055957, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.706, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00604, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 5.678, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27efb9df6106c5a52dcb/output.webp b/records/sd1/paper/27efb9df6106c5a52dcb/output.webp deleted file mode 100644 index 1442ffaf054c14ea6a149f4b49b3c9eecc6ae16d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27efb9df6106c5a52dcb/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6f5b977d2ffc5fb1f6010b66edce3a1e234be9f6e99f5e6d8e7b5271f91ae154 -size 26640 diff --git a/records/sd1/paper/27efb9df6106c5a52dcb/record.json b/records/sd1/paper/27efb9df6106c5a52dcb/record.json deleted file mode 100644 index d61e7c7f0114c4482f5400e74c896f467109317a..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27efb9df6106c5a52dcb/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "27efb9df6106c5a52dcb", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:13Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.7.0.skip_connection", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "in.lo", - "kind": "skip", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/e7c5fe45d6718959528292f0ff56039f070f8e7862d92a73d9a2dae000c84039.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "e7c5fe45d6718959528292f0ff56039f070f8e7862d92a73d9a2dae000c84039", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27f7b549c8bef8aa4471/interpretations.jsonl b/records/sd1/paper/27f7b549c8bef8aa4471/interpretations.jsonl deleted file mode 100644 index 01230566aeff980bccb990ed0753c9cb6695afdb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27f7b549c8bef8aa4471/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "27f7b549c8bef8aa4471"}, "kind": "caption", "value": "Tintype portrait of a young woman with short bob in black shirt, nearly identical", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:45:30Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "7e6b2cd6453740b8"} -{"target": {"record": "27f7b549c8bef8aa4471"}, "kind": "change", "value": "Almost no visible change; only a fractionally tighter crop and slight face differences.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:45:30Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "a1844e40a2ce1299"} -{"target": {"record": "27f7b549c8bef8aa4471"}, "kind": "keywords", "value": ["near identical", "tintype portrait", "minor variation"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:45:30Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "55e8cc3ff32c8a8f"} -{"target": {"record": "27f7b549c8bef8aa4471"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:45:30Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c606ca1c0dd92f5b"} diff --git a/records/sd1/paper/27f7b549c8bef8aa4471/measurements.json b/records/sd1/paper/27f7b549c8bef8aa4471/measurements.json deleted file mode 100644 index edbc748602e0d448f84768b5031366c2abb40a11..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27f7b549c8bef8aa4471/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "27f7b549c8bef8aa4471", - "values": { - "cosine_distance": { - "value": 0.013222, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.011855, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.005512, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.007912, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.197, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00636, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.226, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/27f7b549c8bef8aa4471/output.webp b/records/sd1/paper/27f7b549c8bef8aa4471/output.webp deleted file mode 100644 index 2e8866831e3e9152ad15dc7e8a8db1ecdfaf0fab..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27f7b549c8bef8aa4471/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:806f3a28d189e4be3ecdae0be9b5bd5560ae949ab1dbe48b913d6d6f24abfd13 -size 27844 diff --git a/records/sd1/paper/27f7b549c8bef8aa4471/record.json b/records/sd1/paper/27f7b549c8bef8aa4471/record.json deleted file mode 100644 index 2796e3fe78c38d8ee14a6ee42da2554db35792bb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/27f7b549c8bef8aa4471/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "27f7b549c8bef8aa4471", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:04Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.attn2.to_q", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "mid", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/b24ab150758b3880283557b187ab188772007d7037a6524d7bb9c800ce551eb1.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b24ab150758b3880283557b187ab188772007d7037a6524d7bb9c800ce551eb1", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28193903ed25b528153c/measurements.json b/records/sd1/paper/28193903ed25b528153c/measurements.json deleted file mode 100644 index 8ff71dd69ed53ccbf704df0de04eff1f48e9cfd3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28193903ed25b528153c/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "28193903ed25b528153c", - "values": { - "cosine_distance": { - "value": 0.295531, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.295841, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.219815, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.238763, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.769, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00469, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 34.483, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28193903ed25b528153c/output.webp b/records/sd1/paper/28193903ed25b528153c/output.webp deleted file mode 100644 index ccb2a0c4d8e37a8b51b1cc2e136c2057d4cd2615..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28193903ed25b528153c/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:73307b922e3548b99e6fa4e7e949d9ea59a32e007f1684beabba36b7e0a0e5c8 -size 23808 diff --git a/records/sd1/paper/28193903ed25b528153c/record.json b/records/sd1/paper/28193903ed25b528153c/record.json deleted file mode 100644 index d6090038b92f8e876e5ea9a96aeb53c640fc3c83..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28193903ed25b528153c/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "28193903ed25b528153c", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:42:46Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.4.1.transformer_blocks.0.attn2.to_out.1", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.mid", - "kind": "cross_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/32f4ac73809ee29ec4b088c227147025b0f6d48df63271187f4ec4cc550704eb.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "32f4ac73809ee29ec4b088c227147025b0f6d48df63271187f4ec4cc550704eb", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28218a9cd5e895fef81b/interpretations.jsonl b/records/sd1/paper/28218a9cd5e895fef81b/interpretations.jsonl deleted file mode 100644 index ca3222ac28e943e60aefcdd68f2761c195180b81..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28218a9cd5e895fef81b/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "28218a9cd5e895fef81b"}, "kind": "caption", "value": "Young woman with slicked-back hair in a black shirt, warm side-lit portrait on green-grey.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:34Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "49e031328adcb72e"} -{"target": {"record": "28218a9cd5e895fef81b"}, "kind": "change", "value": "The hair is slicked back and the face is lit with warmer side light, and the tintype border becomes a plain edge, while the head-and-shoulders composition stays.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:34Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "e1e25ffb77d9acdf"} -{"target": {"record": "28218a9cd5e895fef81b"}, "kind": "keywords", "value": ["slicked hair", "warm light", "side lighting", "portrait"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:34Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "02625478260b6722"} -{"target": {"record": "28218a9cd5e895fef81b"}, "kind": "effect_tags", "value": ["subject_kept", "colour_shift", "subtle"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:46:34Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "28ccf09e30315434"} diff --git a/records/sd1/paper/28218a9cd5e895fef81b/measurements.json b/records/sd1/paper/28218a9cd5e895fef81b/measurements.json deleted file mode 100644 index aa4d9fe10e1932d0583e91b60589fecc34d53e0e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28218a9cd5e895fef81b/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "28218a9cd5e895fef81b", - "values": { - "cosine_distance": { - "value": 0.223715, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.221412, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.124698, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.090272, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 59.232, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00328, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 22.782, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28218a9cd5e895fef81b/output.webp b/records/sd1/paper/28218a9cd5e895fef81b/output.webp deleted file mode 100644 index 04b3fdf4f78931e80fe613a0c9dafad6af694070..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28218a9cd5e895fef81b/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1a2878390baa8068ba2d63702002dec571e8081474c1caca4a23388999f1697d -size 19656 diff --git a/records/sd1/paper/28218a9cd5e895fef81b/record.json b/records/sd1/paper/28218a9cd5e895fef81b/record.json deleted file mode 100644 index 55f66c27df822e92e05f9b8f12fa2cb295e9253d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28218a9cd5e895fef81b/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "28218a9cd5e895fef81b", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:08Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.norm1", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "mid", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/1f57ad3c78ba779381824be69e489b0b4f8b6dd17f09ab38701c01532a4188f4.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "1f57ad3c78ba779381824be69e489b0b4f8b6dd17f09ab38701c01532a4188f4", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28543b691ebd5a95b4ad/interpretations.jsonl b/records/sd1/paper/28543b691ebd5a95b4ad/interpretations.jsonl deleted file mode 100644 index 2b89f2698572f8dd34f37146bc06ddcd1c6aea8d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28543b691ebd5a95b4ad/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "28543b691ebd5a95b4ad"}, "kind": "caption", "value": "Woman portrait with slightly faded tones and pale distressed photo border", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:53:36Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0e29b54bb3e4d43e"} -{"target": {"record": "28543b691ebd5a95b4ad"}, "kind": "change", "value": "The image looks slightly older and paler, with softer contrast, a lightened worn border and minor facial changes.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:53:36Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "4cc0d1ad97253794"} -{"target": {"record": "28543b691ebd5a95b4ad"}, "kind": "keywords", "value": ["faded portrait", "worn border", "vintage", "soft contrast"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:53:36Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "f29d982b9c4240ec"} -{"target": {"record": "28543b691ebd5a95b4ad"}, "kind": "effect_tags", "value": ["subtle", "washed_out", "subject_kept", "framing"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:53:36Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "d035597393ea9450"} diff --git a/records/sd1/paper/28543b691ebd5a95b4ad/measurements.json b/records/sd1/paper/28543b691ebd5a95b4ad/measurements.json deleted file mode 100644 index c65f0446050f7b554bd92376bee4f592f8c8c8d1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28543b691ebd5a95b4ad/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "28543b691ebd5a95b4ad", - "values": { - "cosine_distance": { - "value": 0.052884, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.075709, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.034115, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.060956, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 59.691, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.0033, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 12.439, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28543b691ebd5a95b4ad/output.webp b/records/sd1/paper/28543b691ebd5a95b4ad/output.webp deleted file mode 100644 index 5882b41f236c43d3a0bad7a0249a116e44ce0631..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28543b691ebd5a95b4ad/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c49459483cef9aa3bb812ca43dc8a53949cc360a482e903c9c1a767543310171 -size 28680 diff --git a/records/sd1/paper/28543b691ebd5a95b4ad/record.json b/records/sd1/paper/28543b691ebd5a95b4ad/record.json deleted file mode 100644 index 1d53ff4d55a5816577a3f01fd318c5cf753c0025..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28543b691ebd5a95b4ad/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "28543b691ebd5a95b4ad", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:58Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.0.out_layers.3", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "out.hi", - "kind": "res_branch", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/f3897314fb40f2d0c93809d919a82804c28f256c567c95882d507cf3b06d24f6.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "f3897314fb40f2d0c93809d919a82804c28f256c567c95882d507cf3b06d24f6", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2862f5f9774ca4fe2c05/interpretations.jsonl b/records/sd1/paper/2862f5f9774ca4fe2c05/interpretations.jsonl deleted file mode 100644 index 6f6da8c93e1e0c730c602dc9856e839ca8ad6c24..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2862f5f9774ca4fe2c05/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "2862f5f9774ca4fe2c05"}, "kind": "caption", "value": "Short-haired young woman in black shirt, grey-green studio portrait, nearly identical to original.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:00:59Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "caa7253587b0d7b5"} -{"target": {"record": "2862f5f9774ca4fe2c05"}, "kind": "change", "value": "Almost no visible change; only tiny differences in the facial features.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:00:59Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "5ad4714b852225c8"} -{"target": {"record": "2862f5f9774ca4fe2c05"}, "kind": "keywords", "value": ["portrait", "no change", "studio photo"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:00:59Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "1c31d17103e50105"} -{"target": {"record": "2862f5f9774ca4fe2c05"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T20:00:59Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "656d507868fb508f"} diff --git a/records/sd1/paper/2862f5f9774ca4fe2c05/measurements.json b/records/sd1/paper/2862f5f9774ca4fe2c05/measurements.json deleted file mode 100644 index 632194d84e5c5b3f397979ca220983abf08ecaf3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2862f5f9774ca4fe2c05/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2862f5f9774ca4fe2c05", - "values": { - "cosine_distance": { - "value": 0.00811, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.006204, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.004255, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.005173, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 67.061, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00653, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 4.115, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2862f5f9774ca4fe2c05/output.webp b/records/sd1/paper/2862f5f9774ca4fe2c05/output.webp deleted file mode 100644 index 9de9094f5e51e00212fbda93bdd23ede75acb06d..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2862f5f9774ca4fe2c05/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:26a3fb88061ea3fe496bbb9d69e1b86f9b85082241cd0abb1d1f3d58bc315143 -size 26636 diff --git a/records/sd1/paper/2862f5f9774ca4fe2c05/record.json b/records/sd1/paper/2862f5f9774ca4fe2c05/record.json deleted file mode 100644 index 8454435b6ffdbba919d27be01bf0c94ac8bcd40b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2862f5f9774ca4fe2c05/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2862f5f9774ca4fe2c05", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:48Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.1.transformer_blocks.0.attn2.to_out.1", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.mid", - "kind": "cross_attn", - "module_type": "Dropout", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/1333840b0d4c98132aa35b7198eec230bb63258d3a66dda2d7768f5fad8feaf1.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "1333840b0d4c98132aa35b7198eec230bb63258d3a66dda2d7768f5fad8feaf1", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28667e8b0a626494f131/interpretations.jsonl b/records/sd1/paper/28667e8b0a626494f131/interpretations.jsonl deleted file mode 100644 index 13c18c496f5f171718eba67fdc669ea4e043ad38..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28667e8b0a626494f131/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "28667e8b0a626494f131"}, "kind": "caption", "value": "Young woman with dark bob haircut on pale mint background, soft warm vintage photo", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:33:13Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "c841116b2732ffe2"} -{"target": {"record": "28667e8b0a626494f131"}, "kind": "change", "value": "The close, gloomy front-on face becomes a lighter, prettier, slightly turned portrait pulled back to show the shoulders, with a paler mint background and smoother, warmer skin.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:33:13Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "12506763394e144c"} -{"target": {"record": "28667e8b0a626494f131"}, "kind": "keywords", "value": ["bob haircut", "mint background", "vintage portrait", "soft light"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:33:13Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "b170ccb6791cf20e"} -{"target": {"record": "28667e8b0a626494f131"}, "kind": "effect_tags", "value": ["bright", "subject_kept", "new_composition"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:33:13Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "29efee277993f935"} diff --git a/records/sd1/paper/28667e8b0a626494f131/measurements.json b/records/sd1/paper/28667e8b0a626494f131/measurements.json deleted file mode 100644 index 47308505a12d7d997f548f2ecc286dc2d8f9cefd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28667e8b0a626494f131/measurements.json +++ /dev/null @@ -1,39 +0,0 @@ -{ - "record": "28667e8b0a626494f131", - "values": { - "std": { - "value": 51.092, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00266, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 46.572, - "method": "mean absolute RGB difference vs the baseline, 0-255" - }, - "lpips_distance": { - "value": 0.416266, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.419051, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.207066, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28667e8b0a626494f131/output.webp b/records/sd1/paper/28667e8b0a626494f131/output.webp deleted file mode 100644 index dcdae4e2f5e941111e6f4ff780cad78a82097635..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28667e8b0a626494f131/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e5ac85774e06c8851a3d27a2514ebb9f301f0a94c3c411ad12b90d15d1eed5a6 -size 28396 diff --git a/records/sd1/paper/28667e8b0a626494f131/record.json b/records/sd1/paper/28667e8b0a626494f131/record.json deleted file mode 100644 index 029099c91ed4b13b884634667fba4a498b3651b3..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28667e8b0a626494f131/record.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "id": "28667e8b0a626494f131", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:51:08Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 456, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7.0, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.2.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 0.5 - }, - "group": "in.hi", - "kind": "skip", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "damp", - "module_type": "Identity", - "container": "ResBlock" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "cc22cd9d1775f0bbd85b" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "grid_seeds_out/grid_3_3_1.png", - "setup_from": "paper §4.2 (not in the PNG metadata)", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - }, - "module_type_from": "experiment_mult_3 layer metadata (same checkpoint)" - } -} \ No newline at end of file diff --git a/records/sd1/paper/286a5e5bb13a46d1bdc4/measurements.json b/records/sd1/paper/286a5e5bb13a46d1bdc4/measurements.json deleted file mode 100644 index 2b4e05718ef03cb2a845652bb6ab354b591c8bc1..0000000000000000000000000000000000000000 --- a/records/sd1/paper/286a5e5bb13a46d1bdc4/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "286a5e5bb13a46d1bdc4", - "values": { - "cosine_distance": { - "value": 0.23601, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.262444, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.160075, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.163089, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 70.763, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00846, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 26.088, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/286a5e5bb13a46d1bdc4/output.webp b/records/sd1/paper/286a5e5bb13a46d1bdc4/output.webp deleted file mode 100644 index 675361d84f5ecedcd100ba0199b6d537d501fa43..0000000000000000000000000000000000000000 --- a/records/sd1/paper/286a5e5bb13a46d1bdc4/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7a678ca019151f977d76dd0f376c8687e5f364e6ea5ece7d47d60acecba7c47c -size 33282 diff --git a/records/sd1/paper/286a5e5bb13a46d1bdc4/record.json b/records/sd1/paper/286a5e5bb13a46d1bdc4/record.json deleted file mode 100644 index 6f1b04924f169f20f73bd656a83185ca102b67af..0000000000000000000000000000000000000000 --- a/records/sd1/paper/286a5e5bb13a46d1bdc4/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "286a5e5bb13a46d1bdc4", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:47:33Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.8.0.skip_connection", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.mid", - "kind": "skip", - "module_type": "Conv2d", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/ae67ed72c7cd4a3b280b25299545c0397617ee48353a51410f658ab371809543.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "ae67ed72c7cd4a3b280b25299545c0397617ee48353a51410f658ab371809543", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Conv2d", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2870737c8857de9ac061/measurements.json b/records/sd1/paper/2870737c8857de9ac061/measurements.json deleted file mode 100644 index 4c70667246c2808fa8c1803c7e829a11b4cbbb6c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2870737c8857de9ac061/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "2870737c8857de9ac061", - "values": { - "cosine_distance": { - "value": 0.077418, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.08626, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.059216, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.060958, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 71.389, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00723, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 12.918, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/2870737c8857de9ac061/output.webp b/records/sd1/paper/2870737c8857de9ac061/output.webp deleted file mode 100644 index 8bed94eec5acad50f790a192319b59064b462804..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2870737c8857de9ac061/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:38ce1f2128a09c6b57e0491e53438af2e17510faafd104a01b62906ca9daa7dc -size 29248 diff --git a/records/sd1/paper/2870737c8857de9ac061/record.json b/records/sd1/paper/2870737c8857de9ac061/record.json deleted file mode 100644 index c1ada1c6c5c3c94764796461cb96372a305a3e73..0000000000000000000000000000000000000000 --- a/records/sd1/paper/2870737c8857de9ac061/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "2870737c8857de9ac061", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:59Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.norm2", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.lo", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/d3bd695535ae5fed68241b0edc7b2ae84dfd59eeeb29c03b708c3fc04e9457e7.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "d3bd695535ae5fed68241b0edc7b2ae84dfd59eeeb29c03b708c3fc04e9457e7", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/288c74286808a38b82ae/interpretations.jsonl b/records/sd1/paper/288c74286808a38b82ae/interpretations.jsonl deleted file mode 100644 index 8a754dfc8dcae48d3c6d58875a3ee6165ad39b48..0000000000000000000000000000000000000000 --- a/records/sd1/paper/288c74286808a38b82ae/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "288c74286808a38b82ae"}, "kind": "caption", "value": "Near-identical vintage portrait of young woman with bob, slightly fuller face", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:18Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "8f0d93a574fac143"} -{"target": {"record": "288c74286808a38b82ae"}, "kind": "change", "value": "Almost no visible change; the face is just slightly reshaped.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:18Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "421a2499f09f78a7"} -{"target": {"record": "288c74286808a38b82ae"}, "kind": "keywords", "value": ["portrait", "minimal change", "vintage photo", "headshot"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:18Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "23944764341354ad"} -{"target": {"record": "288c74286808a38b82ae"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:18Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0150db1229cc8e9c"} diff --git a/records/sd1/paper/288c74286808a38b82ae/measurements.json b/records/sd1/paper/288c74286808a38b82ae/measurements.json deleted file mode 100644 index 948f8e35e92cdedaf6d7489b202d56d294a0e924..0000000000000000000000000000000000000000 --- a/records/sd1/paper/288c74286808a38b82ae/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "288c74286808a38b82ae", - "values": { - "cosine_distance": { - "value": 0.075381, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.067518, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.039707, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.070727, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.649, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00619, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 10.455, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/288c74286808a38b82ae/output.webp b/records/sd1/paper/288c74286808a38b82ae/output.webp deleted file mode 100644 index 70f165795564849218f2f3539eea93179c13b56f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/288c74286808a38b82ae/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:decd09795276b84ce0397a891b760970bde9cb3b32373d6af4f486cfc8481414 -size 26948 diff --git a/records/sd1/paper/288c74286808a38b82ae/record.json b/records/sd1/paper/288c74286808a38b82ae/record.json deleted file mode 100644 index d0a8b02f728158f6fefef21d41b4029ffb2cf1ad..0000000000000000000000000000000000000000 --- a/records/sd1/paper/288c74286808a38b82ae/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "288c74286808a38b82ae", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:41:07Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.1.transformer_blocks.0.ff.net.1", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "out.hi", - "kind": "ff", - "module_type": "Dropout", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/f5805ea231b160d7d8fcf3ff842916c71973b3c9b76253e434b3a07ec7740c69.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "f5805ea231b160d7d8fcf3ff842916c71973b3c9b76253e434b3a07ec7740c69", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.Dropout", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/288e064a8b5c627b2ebb/interpretations.jsonl b/records/sd1/paper/288e064a8b5c627b2ebb/interpretations.jsonl deleted file mode 100644 index ad32ab2e0ec979b0fa46edc93787302882773d12..0000000000000000000000000000000000000000 --- a/records/sd1/paper/288e064a8b5c627b2ebb/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "288e064a8b5c627b2ebb"}, "kind": "caption", "value": "Pale-faced woman with dark tousled hair against a minty green, faded vintage background", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "f3a86ee42227130d"} -{"target": {"record": "288e064a8b5c627b2ebb"}, "kind": "change", "value": "The palette shifts to a cooler mint-green with a brighter, washed-out face and messier hair, giving more of an aged-photo look.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "cc6a75e91dde7811"} -{"target": {"record": "288e064a8b5c627b2ebb"}, "kind": "keywords", "value": ["mint green", "faded photo", "pale skin", "vintage tint", "messy hair"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "d6021c54357e0169"} -{"target": {"record": "288e064a8b5c627b2ebb"}, "kind": "effect_tags", "value": ["colour_shift", "washed_out", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:52:00Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "e80b732a8840a795"} diff --git a/records/sd1/paper/288e064a8b5c627b2ebb/measurements.json b/records/sd1/paper/288e064a8b5c627b2ebb/measurements.json deleted file mode 100644 index fc13e58d34198253cf9a00926c062fd500b93ff7..0000000000000000000000000000000000000000 --- a/records/sd1/paper/288e064a8b5c627b2ebb/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "288e064a8b5c627b2ebb", - "values": { - "cosine_distance": { - "value": 0.147273, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.147395, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.098561, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.075439, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.757, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00349, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 20.088, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/288e064a8b5c627b2ebb/output.webp b/records/sd1/paper/288e064a8b5c627b2ebb/output.webp deleted file mode 100644 index 48b734b63e412722a11a54ae53238e02b10b339c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/288e064a8b5c627b2ebb/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:10fa5d517a8159aec120d28bba16b836875d1b19c1269c8dfb1761a70ccc62d0 -size 31802 diff --git a/records/sd1/paper/288e064a8b5c627b2ebb/record.json b/records/sd1/paper/288e064a8b5c627b2ebb/record.json deleted file mode 100644 index 26bad8cfec81151e9550202f41e33a43bf091e28..0000000000000000000000000000000000000000 --- a/records/sd1/paper/288e064a8b5c627b2ebb/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "288e064a8b5c627b2ebb", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:59Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.10.1.transformer_blocks.0.attn2.to_v", - "op": "add_noise", - "args": { - "noise_std": 1 - }, - "group": "out.hi", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "heavy" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/18fa1a4b9fd6b32438ab4348100740a83f1648174511d8feb181dc2616e8234e.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "18fa1a4b9fd6b32438ab4348100740a83f1648174511d8feb181dc2616e8234e", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/288e5c6e1b14615437d5/interpretations.jsonl b/records/sd1/paper/288e5c6e1b14615437d5/interpretations.jsonl deleted file mode 100644 index f9585b343fcbbad8bd8547058a5615d34d005163..0000000000000000000000000000000000000000 --- a/records/sd1/paper/288e5c6e1b14615437d5/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "288e5c6e1b14615437d5"}, "kind": "caption", "value": "Tintype portrait of a young woman with darker slicked hair and longer neck", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:45:51Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "7cfca5b4f40c99f7"} -{"target": {"record": "288e5c6e1b14615437d5"}, "kind": "change", "value": "Mostly the same, with hair darker and slicked back, a longer neck and slightly more defined features.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:45:51Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "74cf6966d8232ecc"} -{"target": {"record": "288e5c6e1b14615437d5"}, "kind": "keywords", "value": ["slicked hair", "longer neck", "tintype portrait", "minor variation"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:45:51Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "2653979cfcdc05c2"} -{"target": {"record": "288e5c6e1b14615437d5"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:45:51Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "2192a3e3c92883dd"} diff --git a/records/sd1/paper/288e5c6e1b14615437d5/measurements.json b/records/sd1/paper/288e5c6e1b14615437d5/measurements.json deleted file mode 100644 index c19d0b50551c756a9481d2af47b77c8839a1c8ed..0000000000000000000000000000000000000000 --- a/records/sd1/paper/288e5c6e1b14615437d5/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "288e5c6e1b14615437d5", - "values": { - "cosine_distance": { - "value": 0.133046, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.105621, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.070656, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.068839, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.915, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00624, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 13.501, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/288e5c6e1b14615437d5/output.webp b/records/sd1/paper/288e5c6e1b14615437d5/output.webp deleted file mode 100644 index 11cd72a219d59c0050b9c39d57d97d039c5cd80f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/288e5c6e1b14615437d5/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e4e51844cd61ffd59b42603a2089035b11d7bffbf0401a4c443934d294dfcadf -size 22578 diff --git a/records/sd1/paper/288e5c6e1b14615437d5/record.json b/records/sd1/paper/288e5c6e1b14615437d5/record.json deleted file mode 100644 index 58e439e16247003876db878da337d28a8d02ec03..0000000000000000000000000000000000000000 --- a/records/sd1/paper/288e5c6e1b14615437d5/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "288e5c6e1b14615437d5", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:03Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "middle_block.1.transformer_blocks.0.ff.net.0.proj", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "mid", - "kind": "ff", - "module_type": "Linear", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/32084bb82a56228201153e83b184d77a7552b428e8ed4eb027cf1edf8a04d2d9.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "32084bb82a56228201153e83b184d77a7552b428e8ed4eb027cf1edf8a04d2d9", - "type_path": "UNetModel.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.FeedForward.Sequential.GEGLU.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28a46105985bf90ffa9e/interpretations.jsonl b/records/sd1/paper/28a46105985bf90ffa9e/interpretations.jsonl deleted file mode 100644 index d9446835757564d1b12fd4e5e546ea58e34bcc99..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28a46105985bf90ffa9e/interpretations.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"target": {"record": "28a46105985bf90ffa9e"}, "kind": "caption", "value": "Vintage tintype-style portrait of a young woman with short dark bob and black shirt", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "0082109c7befb213"} -{"target": {"record": "28a46105985bf90ffa9e"}, "kind": "change", "value": "Almost no visible change.", "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "dd9dc9158dcd92f3"} -{"target": {"record": "28a46105985bf90ffa9e"}, "kind": "keywords", "value": ["portrait", "vintage photo", "short bob", "no change"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "b648c9658bf8c4f4"} -{"target": {"record": "28a46105985bf90ffa9e"}, "kind": "effect_tags", "value": ["subtle", "subject_kept"], "author": {"type": "ai", "model": "claude-opus-5-5", "prompt_version": "kb-caption-v1", "tool": "claude-agent-sdk"}, "created": "2026-10-01T19:58:57Z", "basis": "baseline|output pair on a contact sheet; recipe not shown", "id": "16cfbae6da664095"} diff --git a/records/sd1/paper/28a46105985bf90ffa9e/measurements.json b/records/sd1/paper/28a46105985bf90ffa9e/measurements.json deleted file mode 100644 index 2c676bee609704317dccc26d1bff5f5d48dec0b0..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28a46105985bf90ffa9e/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "28a46105985bf90ffa9e", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": -0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.366, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00648, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28a46105985bf90ffa9e/output.webp b/records/sd1/paper/28a46105985bf90ffa9e/output.webp deleted file mode 100644 index 27ca0f5033fd5be46d7b6f6ec3c180ea814eeb17..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28a46105985bf90ffa9e/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4b3662989ad7f065c8c9f61ae51efc70963c7f36666064c00ec298e85a98a37e -size 30794 diff --git a/records/sd1/paper/28a46105985bf90ffa9e/record.json b/records/sd1/paper/28a46105985bf90ffa9e/record.json deleted file mode 100644 index 4b9ef1f8e0a87ef942273c1bdf3758c708a388c2..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28a46105985bf90ffa9e/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "28a46105985bf90ffa9e", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:38:38Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.0.h_upd", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/6373e4f735ccd43e17f064a2cbcbecabf85ce8a6a21f1cfe23ad657fce7dcf9c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "6373e4f735ccd43e17f064a2cbcbecabf85ce8a6a21f1cfe23ad657fce7dcf9c", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28a8bae4c394fe258635/measurements.json b/records/sd1/paper/28a8bae4c394fe258635/measurements.json deleted file mode 100644 index 700992502e3f30182a6789f6530d11ef81215af8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28a8bae4c394fe258635/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "28a8bae4c394fe258635", - "values": { - "cosine_distance": { - "value": 0.261049, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.230314, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.149948, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.148814, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.411, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00848, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 29.201, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28a8bae4c394fe258635/output.webp b/records/sd1/paper/28a8bae4c394fe258635/output.webp deleted file mode 100644 index 6cdabd713dcbdfa3720afa4722f63bdc457a6be6..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28a8bae4c394fe258635/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d094a18fe332e4a1dff1721fe721dde1eda8e0407c31b7559d2282c8bb05516a -size 31162 diff --git a/records/sd1/paper/28a8bae4c394fe258635/record.json b/records/sd1/paper/28a8bae4c394fe258635/record.json deleted file mode 100644 index 520ea8cbd5799420140768a1834dff3ae320f795..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28a8bae4c394fe258635/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "28a8bae4c394fe258635", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:45:45Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.5.1.transformer_blocks.0.attn1.to_k", - "op": "add_noise", - "args": { - "noise_std": 2 - }, - "group": "out.lo", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "extreme" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/ba81edfa117991d45f81f3d5975f1eef52393bfee2c513ec7c1bae95d930c1fc.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "ba81edfa117991d45f81f3d5975f1eef52393bfee2c513ec7c1bae95d930c1fc", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28ae5002889ede0c78e1/measurements.json b/records/sd1/paper/28ae5002889ede0c78e1/measurements.json deleted file mode 100644 index 58d4c4397dfb6e9732810fe8f8f64d667ac7bfbf..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28ae5002889ede0c78e1/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "28ae5002889ede0c78e1", - "values": { - "cosine_distance": { - "value": 0.124796, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.139119, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.081078, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.107095, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 63.93, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00473, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 15.059, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28ae5002889ede0c78e1/output.webp b/records/sd1/paper/28ae5002889ede0c78e1/output.webp deleted file mode 100644 index 82ba928418c9529acd9aa97cf843c13d0a72f3eb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28ae5002889ede0c78e1/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b8b52158ae1686e77eec3a62eb3c1b7c181939ad781f23c18b075af1d1e4b7a4 -size 30720 diff --git a/records/sd1/paper/28ae5002889ede0c78e1/record.json b/records/sd1/paper/28ae5002889ede0c78e1/record.json deleted file mode 100644 index f027fff0fea933fed1e4a1627bce0627b5b2f070..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28ae5002889ede0c78e1/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "28ae5002889ede0c78e1", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:40:47Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.1.transformer_blocks.0.norm1", - "op": "multiply", - "args": { - "scalar": 0 - }, - "group": "out.hi", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "zero" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/b3ba1832a1261ca69e7f6a22691aef4ded6cdf4db47a17c36677321804c7afb7.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "b3ba1832a1261ca69e7f6a22691aef4ded6cdf4db47a17c36677321804c7afb7", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28b0f5707b7667a58bfa/measurements.json b/records/sd1/paper/28b0f5707b7667a58bfa/measurements.json deleted file mode 100644 index ec019974d09d2b94850415aedb2e86f2d86dcabd..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28b0f5707b7667a58bfa/measurements.json +++ /dev/null @@ -1,43 +0,0 @@ -{ - "record": "28b0f5707b7667a58bfa", - "values": { - "cosine_distance": { - "value": 0.156329, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.193196, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.113193, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.075417, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 69.298, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00598, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": true, - "method": "pixel guard: noise, blob or flat output", - "reasons": [ - "blob" - ] - }, - "mae_vs_baseline": { - "value": 20.343, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28b0f5707b7667a58bfa/output.webp b/records/sd1/paper/28b0f5707b7667a58bfa/output.webp deleted file mode 100644 index 4e7cda122ba137101df43464b19d85f435e728e8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28b0f5707b7667a58bfa/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1dc6c67f0a0e3612db79184c682c4ff483b7d4037363a41858beed5930555b12 -size 34376 diff --git a/records/sd1/paper/28b0f5707b7667a58bfa/record.json b/records/sd1/paper/28b0f5707b7667a58bfa/record.json deleted file mode 100644 index 0619c8a3e7b2e543e387d7ea91438660aaeb20d4..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28b0f5707b7667a58bfa/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "28b0f5707b7667a58bfa", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:36:37Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.8.1.transformer_blocks.0.attn1.to_v", - "op": "multiply", - "args": { - "scalar": 1.5 - }, - "group": "in.lo", - "kind": "self_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/5ca7a19254d73ec275187969e5dc117153217ec29edd4eee1b1d92e7dd620a94.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "5ca7a19254d73ec275187969e5dc117153217ec29edd4eee1b1d92e7dd620a94", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28d06cf93edd02a86804/measurements.json b/records/sd1/paper/28d06cf93edd02a86804/measurements.json deleted file mode 100644 index 35b4f12c5f51465f82e471a930d676774c5f7660..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28d06cf93edd02a86804/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "28d06cf93edd02a86804", - "values": { - "cosine_distance": { - "value": 0.158471, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.163138, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.138994, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.141239, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.174, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00958, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 14.353, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28d06cf93edd02a86804/output.webp b/records/sd1/paper/28d06cf93edd02a86804/output.webp deleted file mode 100644 index 1795cdc2c5ea0556a35d95d5bf311e020a594891..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28d06cf93edd02a86804/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3eea5f347b4e025023680d8699667d3f8a1a2a623e6c0b1e182605b736de76d9 -size 29740 diff --git a/records/sd1/paper/28d06cf93edd02a86804/record.json b/records/sd1/paper/28d06cf93edd02a86804/record.json deleted file mode 100644 index 847bd6964232bd48f32aaaaad8b16fc26864695f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28d06cf93edd02a86804/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "28d06cf93edd02a86804", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:27Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.1.transformer_blocks.0.norm3", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "out.hi", - "kind": "norm", - "module_type": "LayerNorm", - "container": "SpatialTransformer", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/26c890d9db9739e3ae05d17f75668d387ab2d5084d6f6f68a0b9779ce33d38c9.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "26c890d9db9739e3ae05d17f75668d387ab2d5084d6f6f68a0b9779ce33d38c9", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.LayerNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28d67e741b36ea9ece03/measurements.json b/records/sd1/paper/28d67e741b36ea9ece03/measurements.json deleted file mode 100644 index 7a27d9eaaeaf58c951b4423dbcabda870a73c92b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28d67e741b36ea9ece03/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "28d67e741b36ea9ece03", - "values": { - "cosine_distance": { - "value": 0.0, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.0, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.0, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": -0.0, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.432, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00645, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 0.0, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28d67e741b36ea9ece03/output.webp b/records/sd1/paper/28d67e741b36ea9ece03/output.webp deleted file mode 100644 index 2bab4746e60ee60542014a5a4795f9685c831c8e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28d67e741b36ea9ece03/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fa05a54229c507875fe1ebf77c01037b00d5f1218255c44f6ced287cd5115c3b -size 27634 diff --git a/records/sd1/paper/28d67e741b36ea9ece03/record.json b/records/sd1/paper/28d67e741b36ea9ece03/record.json deleted file mode 100644 index 40bbaf57599323f40eadc5fdbfef3a52e5f56ed8..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28d67e741b36ea9ece03/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "28d67e741b36ea9ece03", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:44:23Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.1.0.h_upd", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.lo", - "kind": "res_branch", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/65a762400418e274057a5f4f0d1f64bca326bc7cd8c9ea468676e7268144e55c.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "65a762400418e274057a5f4f0d1f64bca326bc7cd8c9ea468676e7268144e55c", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28d6975eb1b6fb424a32/measurements.json b/records/sd1/paper/28d6975eb1b6fb424a32/measurements.json deleted file mode 100644 index e629b0eed2598de48788f9cd3f1d55c9cb88e4af..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28d6975eb1b6fb424a32/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "28d6975eb1b6fb424a32", - "values": { - "cosine_distance": { - "value": 6.3e-05, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.000128, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.000129, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.000233, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 66.36, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00641, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 1.777, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28d6975eb1b6fb424a32/output.webp b/records/sd1/paper/28d6975eb1b6fb424a32/output.webp deleted file mode 100644 index b24b960e5d30383a6383fd985548c394cab6b010..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28d6975eb1b6fb424a32/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7928a3d27f1ac4ff7e84812bd8a62d78a01774e2453932e54226938465b432ae -size 27278 diff --git a/records/sd1/paper/28d6975eb1b6fb424a32/record.json b/records/sd1/paper/28d6975eb1b6fb424a32/record.json deleted file mode 100644 index 8a7552c7647cbe25244d9190cd4d6a0b2f1d0dbb..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28d6975eb1b6fb424a32/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "28d6975eb1b6fb424a32", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:48:20Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "output_blocks.9.1.transformer_blocks.0.attn2.to_k", - "op": "add_noise", - "args": { - "noise_std": 0.05 - }, - "group": "out.hi", - "kind": "cross_attn", - "module_type": "Linear", - "container": "CrossAttention", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "light" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/ce029a02fd2aa0755314c5f0256175b6bae875841f35b26d08e3836d074cc0b0.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "ce029a02fd2aa0755314c5f0256175b6bae875841f35b26d08e3836d074cc0b0", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.SpatialTransformer.ModuleList.BasicTransformerBlock.CrossAttention.Linear", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28d76e16243b583d67b0/measurements.json b/records/sd1/paper/28d76e16243b583d67b0/measurements.json deleted file mode 100644 index f5aec3cd9b97e15fa2e4b8fc4fbf6e49efcc2f53..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28d76e16243b583d67b0/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "28d76e16243b583d67b0", - "values": { - "cosine_distance": { - "value": 0.183086, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.16214, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.173737, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.174307, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 59.145, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00622, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 20.646, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28d76e16243b583d67b0/output.webp b/records/sd1/paper/28d76e16243b583d67b0/output.webp deleted file mode 100644 index 68e97814391542423bc9ea2491a2dd4c4906df55..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28d76e16243b583d67b0/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:ad6993c95fc2d49ce8508ce95cce46f327f6c1c9f8ef06b7cf27ed65bf4a5fc6 -size 25326 diff --git a/records/sd1/paper/28d76e16243b583d67b0/record.json b/records/sd1/paper/28d76e16243b583d67b0/record.json deleted file mode 100644 index d3cc8bdf7eeb02970f9c33d44d612406a5701f2e..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28d76e16243b583d67b0/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "28d76e16243b583d67b0", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:37:01Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.10.0.skip_connection", - "op": "multiply", - "args": { - "scalar": 2 - }, - "group": "in.lo", - "kind": "skip", - "module_type": "Identity", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "boost" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_mult_3/images/f845d7e2a4b3f795c5e2f1012442a4244ff537388629a18ced517faa221fbe9a.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "f845d7e2a4b3f795c5e2f1012442a4244ff537388629a18ced517faa221fbe9a", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Identity", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28d8e3cb6c83f6ef8a47/measurements.json b/records/sd1/paper/28d8e3cb6c83f6ef8a47/measurements.json deleted file mode 100644 index ba6c1d0b3aefef08f20c3abd128142f631325a34..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28d8e3cb6c83f6ef8a47/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "28d8e3cb6c83f6ef8a47", - "values": { - "cosine_distance": { - "value": 0.081686, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.056515, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.032377, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.05056, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 64.304, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00605, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 10.978, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28d8e3cb6c83f6ef8a47/output.webp b/records/sd1/paper/28d8e3cb6c83f6ef8a47/output.webp deleted file mode 100644 index fa857b7536ae4d07bd91916ae644daac6b438e76..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28d8e3cb6c83f6ef8a47/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:418ed7713888388f402ba41600262d3691a202394316ada39aa526efedbfd7c6 -size 25122 diff --git a/records/sd1/paper/28d8e3cb6c83f6ef8a47/record.json b/records/sd1/paper/28d8e3cb6c83f6ef8a47/record.json deleted file mode 100644 index e1636aa39c17c0ee81a7de967467704bbb866f6c..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28d8e3cb6c83f6ef8a47/record.json +++ /dev/null @@ -1,64 +0,0 @@ -{ - "id": "28d8e3cb6c83f6ef8a47", - "schema_version": "1.0", - "source": "paper", - "created": "2026-10-01T18:43:44Z", - "license": "CC0-1.0", - "consent": { - "prompt": true, - "input_image": false - }, - "model": { - "checkpoint": "realisticVisionV51_v51VAE.safetensors", - "arch": "sd15", - "family": "sd1" - }, - "setup": { - "route": "txt2img", - "seed": 42, - "sampler": "dpmpp_2m", - "scheduler": "karras", - "steps": 20, - "cfg": 7, - "width": 512, - "height": 512, - "prompt": "Analog style portrait of a person", - "prompt_key": "06c4f921bb597b72" - }, - "bends": [ - { - "path": "input_blocks.10.0.out_layers.0", - "op": "add_noise", - "args": { - "noise_std": 0.5 - }, - "group": "in.lo", - "kind": "res_branch", - "module_type": "GroupNorm", - "container": "ResBlock", - "start": 0.0, - "end": 1.0, - "window": "all", - "bucket": "medium" - } - ], - "outputs": { - "image": "output.webp", - "baseline_id": "7ec9ab4cf7747daa1f30" - }, - "provenance": { - "producer": "agentic_comfy", - "importer": "kb_import_experiments", - "original_path": "experiment_noise_1/images/58e1ba15a5eaea1b7d3ae93ed139276bced3d90dd6b67edf373c77060b42fe37.png", - "batch_id": "b6d27561-cfb8-42a2-b759-8e527c1ef5c5", - "lookup_key": "58e1ba15a5eaea1b7d3ae93ed139276bced3d90dd6b67edf373c77060b42fe37", - "type_path": "UNetModel.ModuleList.TimestepEmbedSequential.ResBlock.Sequential.GroupNorm", - "citation": { - "title": "Unboxing Diffusion Models for the Arts: Interactive Model Bending and Practice-Based Explainability", - "authors": "Ahmed M. Abuzuraiq, Philippe Pasquier", - "arxiv": "2607.22428", - "url": "https://arxiv.org/abs/2607.22428", - "venue": "Explainable AI for the Arts (Springer), submitted 2026" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28ddbbfdb876184cc8c4/measurements.json b/records/sd1/paper/28ddbbfdb876184cc8c4/measurements.json deleted file mode 100644 index b6786cd47f95762fab36434c69331312501eab4b..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28ddbbfdb876184cc8c4/measurements.json +++ /dev/null @@ -1,41 +0,0 @@ -{ - "record": "28ddbbfdb876184cc8c4", - "values": { - "cosine_distance": { - "value": 0.002453, - "method": "1 - cosine similarity of the final latent vs the baseline's" - }, - "lpips_distance": { - "value": 0.003465, - "method": "LPIPS vs the baseline at 256 px", - "model": "lpips/alex" - }, - "dinov2_distance": { - "value": 0.003797, - "method": "1 - cosine of CLS embeddings vs the baseline's", - "model": "facebookresearch/dinov2:dinov2_vitb14" - }, - "clip_distance": { - "value": 0.001301, - "method": "1 - cosine of image embeddings vs the baseline's", - "model": "openai/clip-vit-base-patch32" - }, - "std": { - "value": 65.976, - "method": "luminance standard deviation at 256 px, 0-255" - }, - "hf_ratio": { - "value": 0.00632, - "method": "share of luminance FFT power above radius 0.25 at 256 px" - }, - "degenerate": { - "value": false, - "method": "pixel guard: noise, blob or flat output", - "reasons": [] - }, - "mae_vs_baseline": { - "value": 2.819, - "method": "mean absolute RGB difference vs the baseline, 0-255" - } - } -} \ No newline at end of file diff --git a/records/sd1/paper/28ddbbfdb876184cc8c4/output.webp b/records/sd1/paper/28ddbbfdb876184cc8c4/output.webp deleted file mode 100644 index 6960b15540b7f621754dd838b67902917277024f..0000000000000000000000000000000000000000 --- a/records/sd1/paper/28ddbbfdb876184cc8c4/output.webp +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:55cd43962db89bace39bf08162f76788fb2a6819f8b4d8d60a4986f3f2da2bbb -size 27470