Document LCS-10000 raw patch blocks and paired last-token features
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- FILES.json +0 -0
- README.md +147 -78
- checksums.sha256 +306 -2
- encoders.json +0 -0
- lcs558k/n10000_seed42plus43/feature_manifest.json +137 -0
- lcs558k/n10000_seed42plus43/samples/disjoint_sample_audit.json +51 -0
- lcs558k/n10000_seed42plus43/samples/index_semantics.json +6 -0
- lcs558k/n10000_seed42plus43/samples/manifest.json +0 -0
- lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json +0 -0
- lcs558k/n10000_seed42plus43/samples/part0_seed42/samples.jsonl +3 -0
- lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json +0 -0
- lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/samples.jsonl +3 -0
- lcs558k/n10000_seed42plus43/samples/samples.jsonl +3 -0
- lcs558k/n10000_seed42plus43/text/qwen25/part0_seed42_penultimate_lasttok.audit.json +43 -0
- lcs558k/n10000_seed42plus43/text/qwen25/part1_seed43_disjoint_penultimate_lasttok.audit.json +43 -0
- lcs558k/n10000_seed42plus43/text/qwen3/part0_seed42_penultimate_lasttok.audit.json +43 -0
- lcs558k/n10000_seed42plus43/text/qwen3/part1_seed43_disjoint_penultimate_lasttok.audit.json +43 -0
- lcs558k/n10000_seed42plus43/text/smollm2/part0_seed42_penultimate_lasttok.audit.json +43 -0
- lcs558k/n10000_seed42plus43/text/smollm2/part1_seed43_disjoint_penultimate_lasttok.audit.json +43 -0
- lcs558k/n10000_seed42plus43/vision/clip_openai__l14/part0_seed42.json +51 -0
- lcs558k/n10000_seed42plus43/vision/clip_openai__l14/part1_seed43_disjoint.json +53 -0
- lcs558k/n10000_seed42plus43/vision/dino_vitb16/part0_seed42.json +51 -0
- lcs558k/n10000_seed42plus43/vision/dino_vitb16/part1_seed43_disjoint.json +53 -0
- lcs558k/n10000_seed42plus43/vision/dino_vitb8/part0_seed42.json +51 -0
- lcs558k/n10000_seed42plus43/vision/dino_vitb8/part1_seed43_disjoint.json +53 -0
- lcs558k/n10000_seed42plus43/vision/dino_vits16/part0_seed42.json +51 -0
- lcs558k/n10000_seed42plus43/vision/dino_vits16/part1_seed43_disjoint.json +53 -0
- lcs558k/n10000_seed42plus43/vision/dino_vits8/part0_seed42.json +51 -0
- lcs558k/n10000_seed42plus43/vision/dino_vits8/part1_seed43_disjoint.json +53 -0
- lcs558k/n10000_seed42plus43/vision/dinov2_base/part0_seed42.json +51 -0
- lcs558k/n10000_seed42plus43/vision/dinov2_base/part1_seed43_disjoint.json +53 -0
- lcs558k/n10000_seed42plus43/vision/dinov2_giant/part0_seed42.json +51 -0
- lcs558k/n10000_seed42plus43/vision/dinov2_giant/part1_seed43_disjoint.json +53 -0
- lcs558k/n10000_seed42plus43/vision/dinov2_large/part0_seed42.json +51 -0
- lcs558k/n10000_seed42plus43/vision/dinov2_large/part1_seed43_disjoint.json +53 -0
- lcs558k/n10000_seed42plus43/vision/dinov2_small/part0_seed42.json +51 -0
- lcs558k/n10000_seed42plus43/vision/dinov2_small/part1_seed43_disjoint.json +53 -0
- lcs558k/n10000_seed42plus43/vision/dinov3_vitl16/part0_seed42.json +51 -0
- lcs558k/n10000_seed42plus43/vision/dinov3_vitl16/part1_seed43_disjoint.json +52 -0
- lcs558k/n10000_seed42plus43/vision/eupe_convnext_b/part0_seed42.json +51 -0
- lcs558k/n10000_seed42plus43/vision/eupe_convnext_b/part1_seed43_disjoint.json +53 -0
- lcs558k/n10000_seed42plus43/vision/eupe_vit_b/part0_seed42.json +51 -0
- lcs558k/n10000_seed42plus43/vision/eupe_vit_b/part1_seed43_disjoint.json +53 -0
- lcs558k/n10000_seed42plus43/vision/eupe_vit_s/part0_seed42.json +51 -0
- lcs558k/n10000_seed42plus43/vision/eupe_vit_s/part1_seed43_disjoint.json +53 -0
- lcs558k/n10000_seed42plus43/vision/eupe_vit_t/part0_seed42.json +51 -0
- lcs558k/n10000_seed42plus43/vision/eupe_vit_t/part1_seed43_disjoint.json +53 -0
- lcs558k/n10000_seed42plus43/vision/ijepa_vith14/part0_seed42.json +51 -0
- lcs558k/n10000_seed42plus43/vision/ijepa_vith14/part1_seed43_disjoint.json +52 -0
- lcs558k/n10000_seed42plus43/vision/mc1_b16_224_2.5b/part0_seed42.json +51 -0
FILES.json
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README.md
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@@ -26,6 +26,10 @@ configs:
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data_files:
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- split: train
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path: lcs558k/n1000_seed42/samples/samples.jsonl
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- config_name: imagenet1k_train200k
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data_files:
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- split: train
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The release contains LCS-558K image patch features for RAVEL and other paired image–text probes, three matching language-model text feature arrays, and ImageNet-1K pooled image features for kNN and linear probes. Each encoder has its own metadata. The original NumPy arrays and storage precision are retained.
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**Release status:** **
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**Resources:** [Paper](https://arxiv.org/abs/2610.05413) · [Evaluation code](https://github.com/JuntaoTang/MLLM-VisionEncoder-Eval) · [MLLM Model Zoo and encoder weights](https://huggingface.co/336labs/VisionEncoder-to-MLLM-ModelZoo) · [Encoder catalog](encoders.json) · [File inventory](FILES.json)
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| --- | ---: | --- | --- | ---: |
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| LCS-1000 visual patches | 70 | `[1000, T, D]` | float16 | 55.27 |
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| Aligned LLM text vectors | 3 | `[1000, D]` | float32 | 0.02 |
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| ImageNet200k pooled features | 70 | `[200000, D]` | float32 | 59.89 |
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Total prepared contents, including shared metadata and protocols: approximately **
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```text
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README.md
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text/
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<llm_id>_penultimate_mean_n1000_seed42.npy
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<llm_id>_penultimate_mean_n1000_seed42.audit.json
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imagenet1k/train200k/
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samples/{samples.jsonl,manifest.json}
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features/<rank>_<tokenizer_id>.npy
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The full manifest additionally retains the source conversation records and sampling information. Raw images are available from the upstream dataset.
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### ImageNet-1K: 200,000 training examples
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The subset contains **200 examples per class**, across **1,000 classes**, from the official ImageNet-1K training split. The export records a **support-sampling seed of 0**; the exact selected examples are given by `source_indices.npy`. All 70 arrays have shape **`[200000, D]`** and are stored as **float32**. Shared `source_indices.npy` is strictly increasing in the original train-index order; `labels.npy` contains integer class IDs `0–999`.
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assert vision.shape[0] == text.shape[0] == len(samples) == 1000
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```
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### Download pooled ImageNet features
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```python
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lcs_samples = load_dataset("336labs/VisionEncoder-Features",
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"lcs558k_n1000_seed42", split="train")
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imagenet_samples = load_dataset("336labs/VisionEncoder-Features",
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"imagenet1k_train200k", split="train")
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```
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The
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## Encoder Catalog
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`encoders.json` maps all 70 tokenizer IDs to their LCS and ImageNet array paths, metadata, shapes, and upstream encoder sources. Upstream links identify the encoder projects and downloadable weights; an exact historical weight revision is provided only where the original audit recorded one.
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| Tokenizer ID | Family | LCS `[T, D]` | ImageNet `D` | Feature files |
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| --- | --- | --- | ---: | --- |
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| [`toklip_l_384`](https://huggingface.co/TencentARC/TokLIP) | DISCRETE | `[576, 1152]` | 1152 | [patches](lcs558k/n1000_seed42/vision/toklip_l_384_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/011_toklip_l_384.npy) |
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| [`toklip_s_256`](https://huggingface.co/TencentARC/TokLIP) | DISCRETE | `[256, 1152]` | 1152 | [patches](lcs558k/n1000_seed42/vision/toklip_s_256_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/012_toklip_s_256.npy) |
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| [`uniar_bsq`](https://huggingface.co/ShareLab-SII/UniAR-SFT/tree/main/bsq_encoder) | DISCRETE | `[1024, 4608]` | 4096 | [patches](lcs558k/n1000_seed42/vision/uniar_bsq_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/013_uniar_bsq.npy) |
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| [`unitok_attn`](https://huggingface.co/FoundationVision/unitok_tokenizer) | DISCRETE | `[256, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/unitok_attn_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/014_unitok_attn.npy) |
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| [`vilau_256`](https://huggingface.co/mit-han-lab/vila-u-7b-256) | DISCRETE | `[256, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/vilau_256_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/015_vilau_256.npy) |
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| [`clip_openai__l14`](https://huggingface.co/openai/clip-vit-large-patch14) | LANG | `[256, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/clip_openai__l14_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/001_clip_openai__l14.npy) |
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| [`mc1_b16_224_2.5b`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[196, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/mc1_b16_224_2.5b_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/021_mc1_b16_224_2.5b.npy) |
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| [`mc1_b16_224_400m`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[196, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/mc1_b16_224_400m_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/022_mc1_b16_224_400m.npy) |
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| [`mc1_b32_224_2.5b`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[49, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/mc1_b32_224_2.5b_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/023_mc1_b32_224_2.5b.npy) |
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| [`mc1_b32_224_400m`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[49, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/mc1_b32_224_400m_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/024_mc1_b32_224_400m.npy) |
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| [`mc1_g14_224_2.5b`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[256, 1664]` | 1664 | [patches](lcs558k/n1000_seed42/vision/mc1_g14_224_2.5b_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/025_mc1_g14_224_2.5b.npy) |
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| [`mc1_h14_224_2.5b`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[256, 1280]` | 1280 | [patches](lcs558k/n1000_seed42/vision/mc1_h14_224_2.5b_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/026_mc1_h14_224_2.5b.npy) |
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| [`mc1_h14_224_v1.2`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[256, 1280]` | 1280 | [patches](lcs558k/n1000_seed42/vision/mc1_h14_224_v1.2_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/027_mc1_h14_224_v1.2.npy) |
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| [`mc1_l14_224_2.5b`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[256, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/mc1_l14_224_2.5b_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/028_mc1_l14_224_2.5b.npy) |
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| [`mc1_l14_224_400m`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[256, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/mc1_l14_224_400m_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/029_mc1_l14_224_400m.npy) |
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| [`mc2_b16_224`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[196, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/mc2_b16_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/030_mc2_b16_224.npy) |
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| [`mc2_b16_384`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[576, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/mc2_b16_384_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/031_mc2_b16_384.npy) |
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| [`mc2_b32_224`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[49, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/mc2_b32_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/032_mc2_b32_224.npy) |
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| [`mc2_b32_224_mt5`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[49, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/mc2_b32_224_mt5_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/033_mc2_b32_224_mt5.npy) |
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| [`mc2_b32_384`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[144, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/mc2_b32_384_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/034_mc2_b32_384.npy) |
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| [`mc2_g14_224`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[256, 1664]` | 1664 | [patches](lcs558k/n1000_seed42/vision/mc2_g14_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/035_mc2_g14_224.npy) |
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| [`mc2_g14_378`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[729, 1664]` | 1664 | [patches](lcs558k/n1000_seed42/vision/mc2_g14_378_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/036_mc2_g14_378.npy) |
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| [`mc2_h14_378`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[729, 1280]` | 1280 | [patches](lcs558k/n1000_seed42/vision/mc2_h14_378_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/037_mc2_h14_378.npy) |
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| [`mc2_l14_224`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[256, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/mc2_l14_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/038_mc2_l14_224.npy) |
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| [`mc2_m16_224`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[196, 512]` | 512 | [patches](lcs558k/n1000_seed42/vision/mc2_m16_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/039_mc2_m16_224.npy) |
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| [`mc2_m16_224_mt5`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[196, 512]` | 512 | [patches](lcs558k/n1000_seed42/vision/mc2_m16_224_mt5_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/040_mc2_m16_224_mt5.npy) |
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| [`mc2_m16_384`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[576, 512]` | 512 | [patches](lcs558k/n1000_seed42/vision/mc2_m16_384_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/041_mc2_m16_384.npy) |
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| [`mc2_s16_224`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[196, 384]` | 384 | [patches](lcs558k/n1000_seed42/vision/mc2_s16_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/042_mc2_s16_224.npy) |
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| [`mc2_s16_224_mt5`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[196, 384]` | 384 | [patches](lcs558k/n1000_seed42/vision/mc2_s16_224_mt5_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/043_mc2_s16_224_mt5.npy) |
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| [`mc2_s16_384`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[576, 384]` | 384 | [patches](lcs558k/n1000_seed42/vision/mc2_s16_384_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/044_mc2_s16_384.npy) |
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| [`pe_core_b16_224`](https://huggingface.co/facebook/PE-Core-B16-224) | LANG | `[196, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/pe_core_b16_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/045_pe_core_b16_224.npy) |
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| [`pe_core_g14_448`](https://huggingface.co/facebook/PE-Core-G14-448) | LANG | `[1024, 1536]` | 1536 | [patches](lcs558k/n1000_seed42/vision/pe_core_g14_448_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/046_pe_core_g14_448.npy) |
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| 246 |
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| [`pe_lang_l14_448`](https://huggingface.co/facebook/PE-Lang-L14-448) | LANG | `[1024, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/pe_lang_l14_448_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/047_pe_lang_l14_448.npy) |
|
| 247 |
-
| [`siglip2_b16_224`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[196, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/siglip2_b16_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/052_siglip2_b16_224.npy) |
|
| 248 |
-
| [`siglip2_b16_256`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[256, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/siglip2_b16_256_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/053_siglip2_b16_256.npy) |
|
| 249 |
-
| [`siglip2_b16_384`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[576, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/siglip2_b16_384_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/054_siglip2_b16_384.npy) |
|
| 250 |
-
| [`siglip2_b16_512`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[1024, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/siglip2_b16_512_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/055_siglip2_b16_512.npy) |
|
| 251 |
-
| [`siglip2_b32_256`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[64, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/siglip2_b32_256_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/056_siglip2_b32_256.npy) |
|
| 252 |
-
| [`siglip2_g16_256`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[256, 1536]` | 1536 | [patches](lcs558k/n1000_seed42/vision/siglip2_g16_256_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/057_siglip2_g16_256.npy) |
|
| 253 |
-
| [`siglip2_g16_384`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[576, 1536]` | 1536 | [patches](lcs558k/n1000_seed42/vision/siglip2_g16_384_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/058_siglip2_g16_384.npy) |
|
| 254 |
-
| [`siglip2_l16_256`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[256, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/siglip2_l16_256_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/059_siglip2_l16_256.npy) |
|
| 255 |
-
| [`siglip2_l16_384`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[576, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/siglip2_l16_384_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/060_siglip2_l16_384.npy) |
|
| 256 |
-
| [`siglip2_l16_512`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[1024, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/siglip2_l16_512_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/061_siglip2_l16_512.npy) |
|
| 257 |
-
| [`siglip2_sm14_224`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[256, 1152]` | 1152 | [patches](lcs558k/n1000_seed42/vision/siglip2_sm14_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/062_siglip2_sm14_224.npy) |
|
| 258 |
-
| [`siglip2_sm14_384`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[729, 1152]` | 1152 | [patches](lcs558k/n1000_seed42/vision/siglip2_sm14_384_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/063_siglip2_sm14_384.npy) |
|
| 259 |
-
| [`siglip2_sm16_256`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[256, 1152]` | 1152 | [patches](lcs558k/n1000_seed42/vision/siglip2_sm16_256_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/064_siglip2_sm16_256.npy) |
|
| 260 |
-
| [`siglip2_sm16_384`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[576, 1152]` | 1152 | [patches](lcs558k/n1000_seed42/vision/siglip2_sm16_384_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/065_siglip2_sm16_384.npy) |
|
| 261 |
-
| [`siglip2_sm16_512`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[1024, 1152]` | 1152 | [patches](lcs558k/n1000_seed42/vision/siglip2_sm16_512_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/066_siglip2_sm16_512.npy) |
|
| 262 |
-
| [`dino_vitb16`](https://huggingface.co/facebook/dino-vitb16) | SSL | `[196, 768]` | 1536 | [patches](lcs558k/n1000_seed42/vision/dino_vitb16_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/002_dino_vitb16.npy) |
|
| 263 |
-
| [`dino_vitb8`](https://huggingface.co/facebook/dino-vitb8) | SSL | `[784, 768]` | 1536 | [patches](lcs558k/n1000_seed42/vision/dino_vitb8_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/003_dino_vitb8.npy) |
|
| 264 |
-
| [`dino_vits16`](https://huggingface.co/facebook/dino-vits16) | SSL | `[196, 384]` | 768 | [patches](lcs558k/n1000_seed42/vision/dino_vits16_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/004_dino_vits16.npy) |
|
| 265 |
-
| [`dino_vits8`](https://huggingface.co/facebook/dino-vits8) | SSL | `[784, 384]` | 768 | [patches](lcs558k/n1000_seed42/vision/dino_vits8_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/005_dino_vits8.npy) |
|
| 266 |
-
| [`dinov2_base`](https://huggingface.co/facebook/dinov2-base) | SSL | `[256, 768]` | 1536 | [patches](lcs558k/n1000_seed42/vision/dinov2_base_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/006_dinov2_base.npy) |
|
| 267 |
-
| [`dinov2_giant`](https://huggingface.co/facebook/dinov2-giant) | SSL | `[256, 1536]` | 3072 | [patches](lcs558k/n1000_seed42/vision/dinov2_giant_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/007_dinov2_giant.npy) |
|
| 268 |
-
| [`dinov2_large`](https://huggingface.co/facebook/dinov2-large) | SSL | `[256, 1024]` | 2048 | [patches](lcs558k/n1000_seed42/vision/dinov2_large_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/008_dinov2_large.npy) |
|
| 269 |
-
| [`dinov2_small`](https://huggingface.co/facebook/dinov2-small) | SSL | `[256, 384]` | 768 | [patches](lcs558k/n1000_seed42/vision/dinov2_small_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/009_dinov2_small.npy) |
|
| 270 |
-
| [`dinov3_vitl16`](https://huggingface.co/facebook/dinov3-vitl16-pretrain-lvd1689m) | SSL | `[256, 1024]` | 2048 | [patches](lcs558k/n1000_seed42/vision/dinov3_vitl16_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/010_dinov3_vitl16.npy) |
|
| 271 |
-
| [`eupe_convnext_b`](https://huggingface.co/facebook/EUPE-ConvNeXt-B) | SSL | `[64, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/eupe_convnext_b_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/016_eupe_convnext_b.npy) |
|
| 272 |
-
| [`eupe_vit_b`](https://huggingface.co/facebook/EUPE-ViT-B) | SSL | `[256, 768]` | 1536 | [patches](lcs558k/n1000_seed42/vision/eupe_vit_b_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/017_eupe_vit_b.npy) |
|
| 273 |
-
| [`eupe_vit_s`](https://huggingface.co/facebook/EUPE-ViT-S) | SSL | `[256, 384]` | 768 | [patches](lcs558k/n1000_seed42/vision/eupe_vit_s_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/018_eupe_vit_s.npy) |
|
| 274 |
-
| [`eupe_vit_t`](https://huggingface.co/facebook/EUPE-ViT-T) | SSL | `[256, 192]` | 384 | [patches](lcs558k/n1000_seed42/vision/eupe_vit_t_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/019_eupe_vit_t.npy) |
|
| 275 |
-
| [`ijepa_vith14`](https://github.com/facebookresearch/ijepa) | SSL | `[256, 1280]` | 1280 | [patches](lcs558k/n1000_seed42/vision/ijepa_vith14_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/020_ijepa_vith14.npy) |
|
| 276 |
-
| [`pixio_vitb16`](https://huggingface.co/facebook/pixio-vitb16) | SSL | `[256, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/pixio_vitb16_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/048_pixio_vitb16.npy) |
|
| 277 |
-
| [`pixio_vith16`](https://huggingface.co/facebook/pixio-vith16) | SSL | `[256, 1280]` | 1280 | [patches](lcs558k/n1000_seed42/vision/pixio_vith16_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/049_pixio_vith16.npy) |
|
| 278 |
-
| [`pixio_vitl16`](https://huggingface.co/facebook/pixio-vitl16) | SSL | `[256, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/pixio_vitl16_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/050_pixio_vitl16.npy) |
|
| 279 |
-
| [`raev2_dinov3l_k7`](https://huggingface.co/nyu-visionx/RAEv2-models) | SSL | `[256, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/raev2_dinov3l_k7_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/051_raev2_dinov3l_k7.npy) |
|
| 280 |
-
| [`webssl_dino1b_full2b_224`](https://huggingface.co/facebook/webssl-dino1b-full2b-224) | SSL | `[256, 1536]` | 1536 | [patches](lcs558k/n1000_seed42/vision/webssl_dino1b_full2b_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/067_webssl_dino1b_full2b_224.npy) |
|
| 281 |
-
| [`webssl_mae1b_full2b_224`](https://huggingface.co/facebook/webssl-mae1b-full2b-224) | SSL | `[256, 1536]` | 1536 | [patches](lcs558k/n1000_seed42/vision/webssl_mae1b_full2b_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/068_webssl_mae1b_full2b_224.npy) |
|
| 282 |
-
| [`webssl_mae300m_full2b_224`](https://huggingface.co/facebook/webssl-mae300m-full2b-224) | SSL | `[196, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/webssl_mae300m_full2b_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/069_webssl_mae300m_full2b_224.npy) |
|
| 283 |
-
| [`webssl_mae3b_full2b_224`](https://huggingface.co/facebook/webssl-mae3b-full2b-224) | SSL | `[256, 3072]` | 3072 | [patches](lcs558k/n1000_seed42/vision/webssl_mae3b_full2b_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/070_webssl_mae3b_full2b_224.npy) |
|
| 284 |
|
| 285 |
## Dataset Creation and Provenance
|
| 286 |
|
|
@@ -290,16 +357,18 @@ SHA-256 hashes of original metadata and original sample manifests are retained s
|
|
| 290 |
|
| 291 |
All arrays passed finite-value checks before upload. Shapes/dtypes and row-order fingerprints were checked; the 70 encoder IDs match across both subsets. The ImageNet subset has exactly 200 examples per class; the kNN pool/query split is disjoint and shot subsets are nested. The repaired UniAR array matches its recorded repaired hash.
|
| 292 |
|
|
|
|
|
|
|
| 293 |
The dataset inventory records array shapes, dtypes, byte sizes, SHA-256 hashes, and nonfinite-value counts. `checksums.sha256` verifies all listed files; it excludes itself and `FILES.json` to avoid circular hashes. Sources were preserved during publication.
|
| 294 |
|
| 295 |
## Intended Uses and Limitations
|
| 296 |
|
| 297 |
-
- **RAVEL and alignment probes:** use paired LCS visual and text features, preserving the shared row order. Captions and text embeddings are required for cross-modal probes.
|
| 298 |
- **kNN and linear probes:** use ImageNet pooled features with shared labels and the provided split. A full ImageNet linear-probe benchmark additionally requires the appropriate training and validation data.
|
| 299 |
- **Historical patch provenance:** the original visual audits do not record a uniform feature-layer specification. Missing extraction-layer, processor, or weight-revision fields remain explicitly unverified in this release. The arrays should be interpreted using available per-encoder metadata and the extraction code, rather than assuming a common layer/readout.
|
| 300 |
-
- **UniAR correction:** the published UniAR array uses the documented legacy BSQ deepstack concatenation. One NaN at `[630, 295, 1051]` was replaced by `1.7109375`, obtained by re-extraction with the official model. Its metadata retains original/repaired hashes, pinned model/source revisions, weight hash, and verification of the remaining 1,151 components in that BSQ vector.
|
| 301 |
-
- **Coverage and bias:** LCS-1000
|
| 302 |
-
- **Scope:** this release contains the
|
| 303 |
|
| 304 |
## Licensing and Attribution
|
| 305 |
|
|
|
|
| 26 |
data_files:
|
| 27 |
- split: train
|
| 28 |
path: lcs558k/n1000_seed42/samples/samples.jsonl
|
| 29 |
+
- config_name: lcs558k_n10000_seed42plus43
|
| 30 |
+
data_files:
|
| 31 |
+
- split: train
|
| 32 |
+
path: lcs558k/n10000_seed42plus43/samples/samples.jsonl
|
| 33 |
- config_name: imagenet1k_train200k
|
| 34 |
data_files:
|
| 35 |
- split: train
|
|
|
|
| 56 |
|
| 57 |
The release contains LCS-558K image patch features for RAVEL and other paired image–text probes, three matching language-model text feature arrays, and ImageNet-1K pooled image features for kNN and linear probes. Each encoder has its own metadata. The original NumPy arrays and storage precision are retained.
|
| 58 |
|
| 59 |
+
**Release status:** **LCS-10000 upload in progress.** LCS-1000 and ImageNet200k are complete. `FILES.json` lists the expected larger-cache contents; new arrays become available as batches are committed.
|
| 60 |
|
| 61 |
**Resources:** [Paper](https://arxiv.org/abs/2610.05413) · [Evaluation code](https://github.com/JuntaoTang/MLLM-VisionEncoder-Eval) · [MLLM Model Zoo and encoder weights](https://huggingface.co/336labs/VisionEncoder-to-MLLM-ModelZoo) · [Encoder catalog](encoders.json) · [File inventory](FILES.json)
|
| 62 |
|
|
|
|
| 66 |
| --- | ---: | --- | --- | ---: |
|
| 67 |
| LCS-1000 visual patches | 70 | `[1000, T, D]` | float16 | 55.27 |
|
| 68 |
| Aligned LLM text vectors | 3 | `[1000, D]` | float32 | 0.02 |
|
| 69 |
+
| LCS-10000 visual patches (two blocks per encoder) | 140 | `[5000, T, D]` | float16 | 552.74 |
|
| 70 |
+
| LCS-10000 historical last-token text (two blocks per model) | 6 | `[5000, D]` | float32 | 0.21 |
|
| 71 |
| ImageNet200k pooled features | 70 | `[200000, D]` | float32 | 59.89 |
|
| 72 |
|
| 73 |
+
Total prepared contents, including shared metadata and protocols: approximately **668.18 GiB**. NumPy sizes include their headers; no extra precision conversion was applied.
|
| 74 |
|
| 75 |
```text
|
| 76 |
README.md
|
|
|
|
| 90 |
text/
|
| 91 |
<llm_id>_penultimate_mean_n1000_seed42.npy
|
| 92 |
<llm_id>_penultimate_mean_n1000_seed42.audit.json
|
| 93 |
+
lcs558k/n10000_seed42plus43/
|
| 94 |
+
feature_manifest.json
|
| 95 |
+
samples/{samples.jsonl,manifest.json,source_indices.npy}
|
| 96 |
+
samples/part0_seed42/{samples.jsonl,manifest.json,source_indices.npy}
|
| 97 |
+
samples/part1_seed43_disjoint/{samples.jsonl,manifest.json,source_indices.npy}
|
| 98 |
+
samples/{disjoint_sample_audit.json,index_semantics.json}
|
| 99 |
+
vision/<tokenizer_id>/{part0_seed42,part1_seed43_disjoint}.npy
|
| 100 |
+
vision/<tokenizer_id>/{part0_seed42,part1_seed43_disjoint}.json
|
| 101 |
+
text/<llm_id>/{part0_seed42,part1_seed43_disjoint}_penultimate_lasttok.npy
|
| 102 |
+
text/<llm_id>/{part0_seed42,part1_seed43_disjoint}_penultimate_lasttok.audit.json
|
| 103 |
imagenet1k/train200k/
|
| 104 |
samples/{samples.jsonl,manifest.json}
|
| 105 |
features/<rank>_<tokenizer_id>.npy
|
|
|
|
| 137 |
|
| 138 |
The full manifest additionally retains the source conversation records and sampling information. Raw images are available from the upstream dataset.
|
| 139 |
|
| 140 |
+
### LCS-558K: 10,000 paired examples, seed 42 + disjoint seed 43
|
| 141 |
+
|
| 142 |
+
This larger cache contains **70 encoders × 10,000 images** as raw float16 patch tokens, stored in **two ordered 5,000-row blocks per encoder**. The first block uses the fixed seed-42 sample; the second uses seed 43 after excluding the first block by source annotation index, image ID, text ID, and image-file content hash. The original first block contains 11 repeated image-content rows; the disjoint-content check applies between blocks and within the new block. The two blocks have matching patch shapes and storage dtypes for each encoder.
|
| 143 |
+
|
| 144 |
+
| Block | Combined rows | Visual array shape | Sample order |
|
| 145 |
+
| --- | --- | --- | --- |
|
| 146 |
+
| `part0_seed42` | `0:5000` | `[5000, T, D]` | Fixed seed-42 sample, unsorted |
|
| 147 |
+
| `part1_seed43_disjoint` | `5000:10000` | `[5000, T, D]` | Disjoint seed-43 complement, unsorted |
|
| 148 |
+
|
| 149 |
+
The combined sample table has **10,000 records**. `row_index` addresses the combined sample table; `block_index` and `block_row_index` address the stored feature array. `source_index` identifies the original LCS annotation record. The released `source_indices.npy` files are reconstructed from the canonical manifests. Historical `indices_n5000` / `indices_new5000` files contained only `0..4999` block row positions; those positions are not original annotation indices.
|
| 150 |
+
|
| 151 |
+
The paired text cache contains **Qwen2.5-1.5B-Instruct, Qwen3-1.7B, and SmolLM2-1.7B-Instruct**, each as two float32 arrays of `[5000, D]` (`D=1536, 2048, 2048`). These historical arrays use the **penultimate hidden state at the last non-padding token**. Their metadata retains the original extraction audit and manifest hashes. Exact historical model revisions are absent from these audits. This text surface differs from the **mean over valid tokens** used by the published LCS-1000 paper cache; choose the intended surface explicitly.
|
| 152 |
+
|
| 153 |
+
Use [feature_manifest.json](lcs558k/n10000_seed42plus43/feature_manifest.json), the block sample manifests, and [index_semantics.json](lcs558k/n10000_seed42plus43/samples/index_semantics.json) when loading the arrays. The 1,000- and 5,000-sample seed-42 draws were sampled independently; **do not assume the LCS-1000 cache is the first 1,000 rows of this larger cache**. No visual pooling, PCA, whitening, or precision conversion was applied to these blocks.
|
| 154 |
+
|
| 155 |
### ImageNet-1K: 200,000 training examples
|
| 156 |
|
| 157 |
The subset contains **200 examples per class**, across **1,000 classes**, from the official ImageNet-1K training split. The export records a **support-sampling seed of 0**; the exact selected examples are given by `source_indices.npy`. All 70 arrays have shape **`[200000, D]`** and are stored as **float32**. Shared `source_indices.npy` is strictly increasing in the original train-index order; `labels.npy` contains integer class IDs `0–999`.
|
|
|
|
| 192 |
assert vision.shape[0] == text.shape[0] == len(samples) == 1000
|
| 193 |
```
|
| 194 |
|
| 195 |
+
### Download one encoder from the 10,000-sample cache
|
| 196 |
+
|
| 197 |
+
```python
|
| 198 |
+
import json
|
| 199 |
+
from pathlib import Path
|
| 200 |
+
import numpy as np
|
| 201 |
+
from huggingface_hub import snapshot_download
|
| 202 |
+
|
| 203 |
+
root = Path(snapshot_download(
|
| 204 |
+
repo_id="336labs/VisionEncoder-Features",
|
| 205 |
+
repo_type="dataset",
|
| 206 |
+
allow_patterns=[
|
| 207 |
+
"encoders.json", "README.md", "LICENSES.md",
|
| 208 |
+
"lcs558k/n10000_seed42plus43/feature_manifest.json",
|
| 209 |
+
"lcs558k/n10000_seed42plus43/samples/**",
|
| 210 |
+
"lcs558k/n10000_seed42plus43/vision/clip_openai__l14/**",
|
| 211 |
+
"lcs558k/n10000_seed42plus43/text/qwen3/**",
|
| 212 |
+
],
|
| 213 |
+
local_dir="VisionEncoder-Features",
|
| 214 |
+
))
|
| 215 |
+
base = root / "lcs558k/n10000_seed42plus43"
|
| 216 |
+
blocks = ["part0_seed42", "part1_seed43_disjoint"]
|
| 217 |
+
vision_parts = [np.load(base / f"vision/clip_openai__l14/{part}.npy",
|
| 218 |
+
mmap_mode="r", allow_pickle=False) for part in blocks]
|
| 219 |
+
text_parts = [np.load(base / f"text/qwen3/{part}_penultimate_lasttok.npy",
|
| 220 |
+
mmap_mode="r", allow_pickle=False) for part in blocks]
|
| 221 |
+
samples = json.loads((base / "samples/manifest.json").read_text())["records"]
|
| 222 |
+
assert len(samples) == sum(x.shape[0] for x in vision_parts) == 10000
|
| 223 |
+
for block_index in range(2):
|
| 224 |
+
assert vision_parts[block_index].shape[0] == text_parts[block_index].shape[0] == 5000
|
| 225 |
+
# A combined row r maps to vision_parts[r // 5000][r % 5000].
|
| 226 |
+
# Process the blocks in order to avoid allocating a full concatenated array.
|
| 227 |
+
```
|
| 228 |
+
|
| 229 |
### Download pooled ImageNet features
|
| 230 |
|
| 231 |
```python
|
|
|
|
| 264 |
|
| 265 |
lcs_samples = load_dataset("336labs/VisionEncoder-Features",
|
| 266 |
"lcs558k_n1000_seed42", split="train")
|
| 267 |
+
lcs10k_samples = load_dataset("336labs/VisionEncoder-Features",
|
| 268 |
+
"lcs558k_n10000_seed42plus43", split="train")
|
| 269 |
imagenet_samples = load_dataset("336labs/VisionEncoder-Features",
|
| 270 |
"imagenet1k_train200k", split="train")
|
| 271 |
```
|
| 272 |
|
| 273 |
+
The three dataset configurations expose **sample metadata tables** in the Dataset Viewer and `load_dataset`. Download the large feature arrays separately and load them with NumPy. A complete download uses `snapshot_download` with `repo_type="dataset"` and no `allow_patterns`; selective downloads are usually sufficient.
|
| 274 |
|
| 275 |
## Encoder Catalog
|
| 276 |
|
| 277 |
+
`encoders.json` maps all 70 tokenizer IDs to their LCS-1000, LCS-10000 block, and ImageNet array paths, metadata, shapes, and upstream encoder sources. The `lcs_patch_n10000.blocks` entries specify each block's global row range and shared sample manifest. Upstream links identify the encoder projects and downloadable weights; an exact historical weight revision is provided only where the original audit recorded one.
|
| 278 |
|
| 279 |
| Tokenizer ID | Family | LCS `[T, D]` | ImageNet `D` | Feature files |
|
| 280 |
| --- | --- | --- | ---: | --- |
|
| 281 |
+
| [`toklip_l_384`](https://huggingface.co/TencentARC/TokLIP) | DISCRETE | `[576, 1152]` | 1152 | [patches](lcs558k/n1000_seed42/vision/toklip_l_384_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/011_toklip_l_384.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/toklip_l_384) |
|
| 282 |
+
| [`toklip_s_256`](https://huggingface.co/TencentARC/TokLIP) | DISCRETE | `[256, 1152]` | 1152 | [patches](lcs558k/n1000_seed42/vision/toklip_s_256_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/012_toklip_s_256.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/toklip_s_256) |
|
| 283 |
+
| [`uniar_bsq`](https://huggingface.co/ShareLab-SII/UniAR-SFT/tree/main/bsq_encoder) | DISCRETE | `[1024, 4608]` | 4096 | [patches](lcs558k/n1000_seed42/vision/uniar_bsq_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/013_uniar_bsq.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/uniar_bsq) |
|
| 284 |
+
| [`unitok_attn`](https://huggingface.co/FoundationVision/unitok_tokenizer) | DISCRETE | `[256, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/unitok_attn_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/014_unitok_attn.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/unitok_attn) |
|
| 285 |
+
| [`vilau_256`](https://huggingface.co/mit-han-lab/vila-u-7b-256) | DISCRETE | `[256, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/vilau_256_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/015_vilau_256.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/vilau_256) |
|
| 286 |
+
| [`clip_openai__l14`](https://huggingface.co/openai/clip-vit-large-patch14) | LANG | `[256, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/clip_openai__l14_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/001_clip_openai__l14.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/clip_openai__l14) |
|
| 287 |
+
| [`mc1_b16_224_2.5b`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[196, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/mc1_b16_224_2.5b_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/021_mc1_b16_224_2.5b.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc1_b16_224_2.5b) |
|
| 288 |
+
| [`mc1_b16_224_400m`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[196, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/mc1_b16_224_400m_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/022_mc1_b16_224_400m.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc1_b16_224_400m) |
|
| 289 |
+
| [`mc1_b32_224_2.5b`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[49, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/mc1_b32_224_2.5b_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/023_mc1_b32_224_2.5b.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc1_b32_224_2.5b) |
|
| 290 |
+
| [`mc1_b32_224_400m`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[49, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/mc1_b32_224_400m_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/024_mc1_b32_224_400m.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc1_b32_224_400m) |
|
| 291 |
+
| [`mc1_g14_224_2.5b`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[256, 1664]` | 1664 | [patches](lcs558k/n1000_seed42/vision/mc1_g14_224_2.5b_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/025_mc1_g14_224_2.5b.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc1_g14_224_2.5b) |
|
| 292 |
+
| [`mc1_h14_224_2.5b`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[256, 1280]` | 1280 | [patches](lcs558k/n1000_seed42/vision/mc1_h14_224_2.5b_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/026_mc1_h14_224_2.5b.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc1_h14_224_2.5b) |
|
| 293 |
+
| [`mc1_h14_224_v1.2`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[256, 1280]` | 1280 | [patches](lcs558k/n1000_seed42/vision/mc1_h14_224_v1.2_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/027_mc1_h14_224_v1.2.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc1_h14_224_v1.2) |
|
| 294 |
+
| [`mc1_l14_224_2.5b`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[256, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/mc1_l14_224_2.5b_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/028_mc1_l14_224_2.5b.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc1_l14_224_2.5b) |
|
| 295 |
+
| [`mc1_l14_224_400m`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[256, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/mc1_l14_224_400m_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/029_mc1_l14_224_400m.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc1_l14_224_400m) |
|
| 296 |
+
| [`mc2_b16_224`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[196, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/mc2_b16_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/030_mc2_b16_224.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc2_b16_224) |
|
| 297 |
+
| [`mc2_b16_384`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[576, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/mc2_b16_384_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/031_mc2_b16_384.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc2_b16_384) |
|
| 298 |
+
| [`mc2_b32_224`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[49, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/mc2_b32_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/032_mc2_b32_224.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc2_b32_224) |
|
| 299 |
+
| [`mc2_b32_224_mt5`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[49, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/mc2_b32_224_mt5_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/033_mc2_b32_224_mt5.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc2_b32_224_mt5) |
|
| 300 |
+
| [`mc2_b32_384`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[144, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/mc2_b32_384_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/034_mc2_b32_384.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc2_b32_384) |
|
| 301 |
+
| [`mc2_g14_224`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[256, 1664]` | 1664 | [patches](lcs558k/n1000_seed42/vision/mc2_g14_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/035_mc2_g14_224.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc2_g14_224) |
|
| 302 |
+
| [`mc2_g14_378`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[729, 1664]` | 1664 | [patches](lcs558k/n1000_seed42/vision/mc2_g14_378_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/036_mc2_g14_378.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc2_g14_378) |
|
| 303 |
+
| [`mc2_h14_378`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[729, 1280]` | 1280 | [patches](lcs558k/n1000_seed42/vision/mc2_h14_378_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/037_mc2_h14_378.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc2_h14_378) |
|
| 304 |
+
| [`mc2_l14_224`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[256, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/mc2_l14_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/038_mc2_l14_224.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc2_l14_224) |
|
| 305 |
+
| [`mc2_m16_224`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[196, 512]` | 512 | [patches](lcs558k/n1000_seed42/vision/mc2_m16_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/039_mc2_m16_224.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc2_m16_224) |
|
| 306 |
+
| [`mc2_m16_224_mt5`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[196, 512]` | 512 | [patches](lcs558k/n1000_seed42/vision/mc2_m16_224_mt5_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/040_mc2_m16_224_mt5.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc2_m16_224_mt5) |
|
| 307 |
+
| [`mc2_m16_384`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[576, 512]` | 512 | [patches](lcs558k/n1000_seed42/vision/mc2_m16_384_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/041_mc2_m16_384.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc2_m16_384) |
|
| 308 |
+
| [`mc2_s16_224`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[196, 384]` | 384 | [patches](lcs558k/n1000_seed42/vision/mc2_s16_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/042_mc2_s16_224.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc2_s16_224) |
|
| 309 |
+
| [`mc2_s16_224_mt5`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[196, 384]` | 384 | [patches](lcs558k/n1000_seed42/vision/mc2_s16_224_mt5_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/043_mc2_s16_224_mt5.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc2_s16_224_mt5) |
|
| 310 |
+
| [`mc2_s16_384`](https://github.com/facebookresearch/MetaCLIP#pre-trained-models) | LANG | `[576, 384]` | 384 | [patches](lcs558k/n1000_seed42/vision/mc2_s16_384_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/044_mc2_s16_384.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/mc2_s16_384) |
|
| 311 |
+
| [`pe_core_b16_224`](https://huggingface.co/facebook/PE-Core-B16-224) | LANG | `[196, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/pe_core_b16_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/045_pe_core_b16_224.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/pe_core_b16_224) |
|
| 312 |
+
| [`pe_core_g14_448`](https://huggingface.co/facebook/PE-Core-G14-448) | LANG | `[1024, 1536]` | 1536 | [patches](lcs558k/n1000_seed42/vision/pe_core_g14_448_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/046_pe_core_g14_448.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/pe_core_g14_448) |
|
| 313 |
+
| [`pe_lang_l14_448`](https://huggingface.co/facebook/PE-Lang-L14-448) | LANG | `[1024, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/pe_lang_l14_448_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/047_pe_lang_l14_448.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/pe_lang_l14_448) |
|
| 314 |
+
| [`siglip2_b16_224`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[196, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/siglip2_b16_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/052_siglip2_b16_224.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/siglip2_b16_224) |
|
| 315 |
+
| [`siglip2_b16_256`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[256, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/siglip2_b16_256_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/053_siglip2_b16_256.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/siglip2_b16_256) |
|
| 316 |
+
| [`siglip2_b16_384`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[576, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/siglip2_b16_384_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/054_siglip2_b16_384.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/siglip2_b16_384) |
|
| 317 |
+
| [`siglip2_b16_512`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[1024, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/siglip2_b16_512_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/055_siglip2_b16_512.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/siglip2_b16_512) |
|
| 318 |
+
| [`siglip2_b32_256`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[64, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/siglip2_b32_256_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/056_siglip2_b32_256.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/siglip2_b32_256) |
|
| 319 |
+
| [`siglip2_g16_256`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[256, 1536]` | 1536 | [patches](lcs558k/n1000_seed42/vision/siglip2_g16_256_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/057_siglip2_g16_256.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/siglip2_g16_256) |
|
| 320 |
+
| [`siglip2_g16_384`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[576, 1536]` | 1536 | [patches](lcs558k/n1000_seed42/vision/siglip2_g16_384_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/058_siglip2_g16_384.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/siglip2_g16_384) |
|
| 321 |
+
| [`siglip2_l16_256`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[256, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/siglip2_l16_256_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/059_siglip2_l16_256.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/siglip2_l16_256) |
|
| 322 |
+
| [`siglip2_l16_384`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[576, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/siglip2_l16_384_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/060_siglip2_l16_384.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/siglip2_l16_384) |
|
| 323 |
+
| [`siglip2_l16_512`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[1024, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/siglip2_l16_512_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/061_siglip2_l16_512.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/siglip2_l16_512) |
|
| 324 |
+
| [`siglip2_sm14_224`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[256, 1152]` | 1152 | [patches](lcs558k/n1000_seed42/vision/siglip2_sm14_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/062_siglip2_sm14_224.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/siglip2_sm14_224) |
|
| 325 |
+
| [`siglip2_sm14_384`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[729, 1152]` | 1152 | [patches](lcs558k/n1000_seed42/vision/siglip2_sm14_384_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/063_siglip2_sm14_384.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/siglip2_sm14_384) |
|
| 326 |
+
| [`siglip2_sm16_256`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[256, 1152]` | 1152 | [patches](lcs558k/n1000_seed42/vision/siglip2_sm16_256_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/064_siglip2_sm16_256.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/siglip2_sm16_256) |
|
| 327 |
+
| [`siglip2_sm16_384`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[576, 1152]` | 1152 | [patches](lcs558k/n1000_seed42/vision/siglip2_sm16_384_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/065_siglip2_sm16_384.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/siglip2_sm16_384) |
|
| 328 |
+
| [`siglip2_sm16_512`](https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md) | LANG | `[1024, 1152]` | 1152 | [patches](lcs558k/n1000_seed42/vision/siglip2_sm16_512_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/066_siglip2_sm16_512.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/siglip2_sm16_512) |
|
| 329 |
+
| [`dino_vitb16`](https://huggingface.co/facebook/dino-vitb16) | SSL | `[196, 768]` | 1536 | [patches](lcs558k/n1000_seed42/vision/dino_vitb16_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/002_dino_vitb16.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/dino_vitb16) |
|
| 330 |
+
| [`dino_vitb8`](https://huggingface.co/facebook/dino-vitb8) | SSL | `[784, 768]` | 1536 | [patches](lcs558k/n1000_seed42/vision/dino_vitb8_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/003_dino_vitb8.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/dino_vitb8) |
|
| 331 |
+
| [`dino_vits16`](https://huggingface.co/facebook/dino-vits16) | SSL | `[196, 384]` | 768 | [patches](lcs558k/n1000_seed42/vision/dino_vits16_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/004_dino_vits16.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/dino_vits16) |
|
| 332 |
+
| [`dino_vits8`](https://huggingface.co/facebook/dino-vits8) | SSL | `[784, 384]` | 768 | [patches](lcs558k/n1000_seed42/vision/dino_vits8_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/005_dino_vits8.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/dino_vits8) |
|
| 333 |
+
| [`dinov2_base`](https://huggingface.co/facebook/dinov2-base) | SSL | `[256, 768]` | 1536 | [patches](lcs558k/n1000_seed42/vision/dinov2_base_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/006_dinov2_base.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/dinov2_base) |
|
| 334 |
+
| [`dinov2_giant`](https://huggingface.co/facebook/dinov2-giant) | SSL | `[256, 1536]` | 3072 | [patches](lcs558k/n1000_seed42/vision/dinov2_giant_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/007_dinov2_giant.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/dinov2_giant) |
|
| 335 |
+
| [`dinov2_large`](https://huggingface.co/facebook/dinov2-large) | SSL | `[256, 1024]` | 2048 | [patches](lcs558k/n1000_seed42/vision/dinov2_large_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/008_dinov2_large.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/dinov2_large) |
|
| 336 |
+
| [`dinov2_small`](https://huggingface.co/facebook/dinov2-small) | SSL | `[256, 384]` | 768 | [patches](lcs558k/n1000_seed42/vision/dinov2_small_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/009_dinov2_small.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/dinov2_small) |
|
| 337 |
+
| [`dinov3_vitl16`](https://huggingface.co/facebook/dinov3-vitl16-pretrain-lvd1689m) | SSL | `[256, 1024]` | 2048 | [patches](lcs558k/n1000_seed42/vision/dinov3_vitl16_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/010_dinov3_vitl16.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/dinov3_vitl16) |
|
| 338 |
+
| [`eupe_convnext_b`](https://huggingface.co/facebook/EUPE-ConvNeXt-B) | SSL | `[64, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/eupe_convnext_b_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/016_eupe_convnext_b.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/eupe_convnext_b) |
|
| 339 |
+
| [`eupe_vit_b`](https://huggingface.co/facebook/EUPE-ViT-B) | SSL | `[256, 768]` | 1536 | [patches](lcs558k/n1000_seed42/vision/eupe_vit_b_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/017_eupe_vit_b.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/eupe_vit_b) |
|
| 340 |
+
| [`eupe_vit_s`](https://huggingface.co/facebook/EUPE-ViT-S) | SSL | `[256, 384]` | 768 | [patches](lcs558k/n1000_seed42/vision/eupe_vit_s_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/018_eupe_vit_s.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/eupe_vit_s) |
|
| 341 |
+
| [`eupe_vit_t`](https://huggingface.co/facebook/EUPE-ViT-T) | SSL | `[256, 192]` | 384 | [patches](lcs558k/n1000_seed42/vision/eupe_vit_t_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/019_eupe_vit_t.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/eupe_vit_t) |
|
| 342 |
+
| [`ijepa_vith14`](https://github.com/facebookresearch/ijepa) | SSL | `[256, 1280]` | 1280 | [patches](lcs558k/n1000_seed42/vision/ijepa_vith14_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/020_ijepa_vith14.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/ijepa_vith14) |
|
| 343 |
+
| [`pixio_vitb16`](https://huggingface.co/facebook/pixio-vitb16) | SSL | `[256, 768]` | 768 | [patches](lcs558k/n1000_seed42/vision/pixio_vitb16_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/048_pixio_vitb16.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/pixio_vitb16) |
|
| 344 |
+
| [`pixio_vith16`](https://huggingface.co/facebook/pixio-vith16) | SSL | `[256, 1280]` | 1280 | [patches](lcs558k/n1000_seed42/vision/pixio_vith16_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/049_pixio_vith16.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/pixio_vith16) |
|
| 345 |
+
| [`pixio_vitl16`](https://huggingface.co/facebook/pixio-vitl16) | SSL | `[256, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/pixio_vitl16_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/050_pixio_vitl16.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/pixio_vitl16) |
|
| 346 |
+
| [`raev2_dinov3l_k7`](https://huggingface.co/nyu-visionx/RAEv2-models) | SSL | `[256, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/raev2_dinov3l_k7_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/051_raev2_dinov3l_k7.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/raev2_dinov3l_k7) |
|
| 347 |
+
| [`webssl_dino1b_full2b_224`](https://huggingface.co/facebook/webssl-dino1b-full2b-224) | SSL | `[256, 1536]` | 1536 | [patches](lcs558k/n1000_seed42/vision/webssl_dino1b_full2b_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/067_webssl_dino1b_full2b_224.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/webssl_dino1b_full2b_224) |
|
| 348 |
+
| [`webssl_mae1b_full2b_224`](https://huggingface.co/facebook/webssl-mae1b-full2b-224) | SSL | `[256, 1536]` | 1536 | [patches](lcs558k/n1000_seed42/vision/webssl_mae1b_full2b_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/068_webssl_mae1b_full2b_224.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/webssl_mae1b_full2b_224) |
|
| 349 |
+
| [`webssl_mae300m_full2b_224`](https://huggingface.co/facebook/webssl-mae300m-full2b-224) | SSL | `[196, 1024]` | 1024 | [patches](lcs558k/n1000_seed42/vision/webssl_mae300m_full2b_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/069_webssl_mae300m_full2b_224.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/webssl_mae300m_full2b_224) |
|
| 350 |
+
| [`webssl_mae3b_full2b_224`](https://huggingface.co/facebook/webssl-mae3b-full2b-224) | SSL | `[256, 3072]` | 3072 | [patches](lcs558k/n1000_seed42/vision/webssl_mae3b_full2b_224_patch_n1000_seed42.npy) · [pooled](imagenet1k/train200k/features/070_webssl_mae3b_full2b_224.npy) · [10k blocks](https://huggingface.co/datasets/336labs/VisionEncoder-Features/tree/main/lcs558k/n10000_seed42plus43/vision/webssl_mae3b_full2b_224) |
|
| 351 |
|
| 352 |
## Dataset Creation and Provenance
|
| 353 |
|
|
|
|
| 357 |
|
| 358 |
All arrays passed finite-value checks before upload. Shapes/dtypes and row-order fingerprints were checked; the 70 encoder IDs match across both subsets. The ImageNet subset has exactly 200 examples per class; the kNN pool/query split is disjoint and shot subsets are nested. The repaired UniAR array matches its recorded repaired hash.
|
| 359 |
|
| 360 |
+
The added 140 patch arrays and six last-token text arrays passed full-file finite-value and SHA-256 checks before publication. All 70 encoder pairs have matching block shapes and dtypes. The component manifests concatenate exactly to the 10,000-row manifest, with no overlap in source index, image ID, or text ID. Text file hashes match their original extraction audits. Full source-index arrays are derived from the ordered canonical manifests, preserving the original caches.
|
| 361 |
+
|
| 362 |
The dataset inventory records array shapes, dtypes, byte sizes, SHA-256 hashes, and nonfinite-value counts. `checksums.sha256` verifies all listed files; it excludes itself and `FILES.json` to avoid circular hashes. Sources were preserved during publication.
|
| 363 |
|
| 364 |
## Intended Uses and Limitations
|
| 365 |
|
| 366 |
+
- **RAVEL and alignment probes:** use paired LCS visual and text features, preserving the shared row order. LCS-1000 uses mean-token text; the historical LCS-10000 cache uses last-token text. Keep these surfaces distinct. Captions and text embeddings are required for cross-modal probes.
|
| 367 |
- **kNN and linear probes:** use ImageNet pooled features with shared labels and the provided split. A full ImageNet linear-probe benchmark additionally requires the appropriate training and validation data.
|
| 368 |
- **Historical patch provenance:** the original visual audits do not record a uniform feature-layer specification. Missing extraction-layer, processor, or weight-revision fields remain explicitly unverified in this release. The arrays should be interpreted using available per-encoder metadata and the extraction code, rather than assuming a common layer/readout.
|
| 369 |
+
- **UniAR correction (LCS-1000 only):** the published LCS-1000 UniAR array uses the documented legacy BSQ deepstack concatenation. One NaN at `[630, 295, 1051]` was replaced by `1.7109375`, obtained by re-extraction with the official model. Its metadata retains original/repaired hashes, pinned model/source revisions, weight hash, and verification of the remaining 1,151 components in that BSQ vector.
|
| 370 |
+
- **Coverage and bias:** LCS-1000 and LCS-10000 are captioned-image samples; ImageNet200k is a class-balanced training subset. Findings depend on these data sources and selected encoders. Features inherit the content and representation biases of the upstream datasets and models.
|
| 371 |
+
- **Scope:** this release contains the three feature subsets described above. Obtain raw images and encoder weights from the upstream sources, and MLLM checkpoints from the Model Zoo. Derived PCA/distance caches and additional experiments beyond the documented subsets are outside the current release.
|
| 372 |
|
| 373 |
## Licensing and Attribution
|
| 374 |
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checksums.sha256
CHANGED
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84ad34bd38f46da0d08198fa7ce7315065ab8ed0e40c0f945d4b3ad001a2adac .gitattributes
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da50ab668f491868ce523b2d62fdd65de12e047163150a11f2bd5ba05857ed38 LICENSES.md
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-
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-
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54b5e86fc0a55f5dd4e00d973dd47c626e1c7d9163ae389a90eb513d6f748633 imagenet1k/train200k/export_manifest.json
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c0f64e28098e460ee5cd5716fefd2b1577c54755c5c3ea80dda9a843182ec9fd imagenet1k/train200k/features/001_clip_openai__l14.npy
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764bd38bf3d2faf583d85fff1d87fd6ef4bb9f451d36ff96dce25fe804ec7f36 imagenet1k/train200k/features/002_dino_vitb16.npy
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3f8b9392e0d0cceb1154135785518928a209cc54a841ce3a3aeaafa252846b9e imagenet1k/train200k/samples/manifest.json
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3a5108b5ef56f533ee13f7e6fbd07d76d2f415b60338676fba19abd8a11298ee imagenet1k/train200k/samples/samples.jsonl
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b96fba67d3c25f34681f28e709618d9c841eaac9e0a03f19ec04fa04823f10a9 imagenet1k/train200k/source_indices.npy
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| 74 |
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|
| 76 |
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| 77 |
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|
| 83 |
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|
| 119 |
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| 130 |
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|
| 131 |
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|
lcs558k/n10000_seed42plus43/samples/disjoint_sample_audit.json
ADDED
|
@@ -0,0 +1,51 @@
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|
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|
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|
lcs558k/n10000_seed42plus43/samples/index_semantics.json
ADDED
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{
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|
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lcs558k/n10000_seed42plus43/samples/manifest.json
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lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json
ADDED
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The diff for this file is too large to render.
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lcs558k/n10000_seed42plus43/samples/part0_seed42/samples.jsonl
ADDED
|
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lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/samples.jsonl
ADDED
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lcs558k/n10000_seed42plus43/samples/samples.jsonl
ADDED
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lcs558k/n10000_seed42plus43/text/qwen25/part0_seed42_penultimate_lasttok.audit.json
ADDED
|
@@ -0,0 +1,43 @@
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{
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|
| 3 |
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|
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|
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|
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|
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|
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|
| 27 |
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|
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|
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|
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|
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|
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|
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|
| 36 |
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|
| 37 |
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|
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|
| 39 |
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|
| 41 |
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},
|
| 42 |
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"note": "Historical last-token cache; separate from the n1000 paper mean-token feature surface."
|
| 43 |
+
}
|
lcs558k/n10000_seed42plus43/text/qwen25/part1_seed43_disjoint_penultimate_lasttok.audit.json
ADDED
|
@@ -0,0 +1,43 @@
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|
| 1 |
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{
|
| 2 |
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"file": "lcs558k/n10000_seed42plus43/text/qwen25/part1_seed43_disjoint_penultimate_lasttok.npy",
|
| 3 |
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"metadata": "lcs558k/n10000_seed42plus43/text/qwen25/part1_seed43_disjoint_penultimate_lasttok.audit.json",
|
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|
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|
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|
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|
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|
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|
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|
| 34 |
+
"sample_manifest_path": "source-local:alignment_sample_n5000_seed43_disjoint.json",
|
| 35 |
+
"sample_manifest_sha256": "c68831ecb602ac88231dd64e1393e3dc0000591baf8ee6d921826515efa2030b",
|
| 36 |
+
"sample_seed": 43,
|
| 37 |
+
"n_samples": 5000,
|
| 38 |
+
"feature_file": "source-local:qwen25_penultimate_lasttok_n5000_seed43_disjoint.npy",
|
| 39 |
+
"feature_file_sha256": "228baeca2fe9a3f2e2bc010bcb2d6986e796a64b75e100b523fd0c15019f9ca7",
|
| 40 |
+
"feature_array_sha256": "ffc7fee0ba9ebac145b0d34e87194712d5f08d67d6c40eedca201f9e3a362b63"
|
| 41 |
+
},
|
| 42 |
+
"note": "Historical last-token cache; separate from the n1000 paper mean-token feature surface."
|
| 43 |
+
}
|
lcs558k/n10000_seed42plus43/text/qwen3/part0_seed42_penultimate_lasttok.audit.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"file": "lcs558k/n10000_seed42plus43/text/qwen3/part0_seed42_penultimate_lasttok.npy",
|
| 3 |
+
"metadata": "lcs558k/n10000_seed42plus43/text/qwen3/part0_seed42_penultimate_lasttok.audit.json",
|
| 4 |
+
"llm_id": "qwen3",
|
| 5 |
+
"block_index": 0,
|
| 6 |
+
"combined_row_start": 0,
|
| 7 |
+
"combined_row_stop": 5000,
|
| 8 |
+
"shape": [
|
| 9 |
+
5000,
|
| 10 |
+
2048
|
| 11 |
+
],
|
| 12 |
+
"dtype": "float32",
|
| 13 |
+
"feature_surface": "penultimate_hidden_state",
|
| 14 |
+
"token_policy": "last_non_pad_token",
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556",
|
| 17 |
+
"row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5",
|
| 18 |
+
"original_metadata_sha256": "3d7bd348ba08181fa290f92dcb666ebc54241423be46fce4741e5c4d46bff55f",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "text_features",
|
| 21 |
+
"created_at_utc": "2026-09-19T12:28:35.592869+00:00",
|
| 22 |
+
"model_id": "source-local:Qwen3-1.7B",
|
| 23 |
+
"model_revision": null,
|
| 24 |
+
"feature_surface": "penultimate_hidden_state",
|
| 25 |
+
"token_policy": "last_non_pad_token",
|
| 26 |
+
"shape": [
|
| 27 |
+
5000,
|
| 28 |
+
2048
|
| 29 |
+
],
|
| 30 |
+
"dtype": "float32",
|
| 31 |
+
"input_count": 5000,
|
| 32 |
+
"wall_clock_seconds": 20.524584993720055,
|
| 33 |
+
"peak_gpu_memory_bytes": 3620354560,
|
| 34 |
+
"sample_manifest_path": "source-local:alignment_sample_n5000_seed42.json",
|
| 35 |
+
"sample_manifest_sha256": "6b2b1c240834fba847158d98376b8b9d7065975c4ffe2f067ad9af7e535e3944",
|
| 36 |
+
"sample_seed": 42,
|
| 37 |
+
"n_samples": 5000,
|
| 38 |
+
"feature_file": "source-local:qwen3_penultimate_lasttok_n5000_seed42.npy",
|
| 39 |
+
"feature_file_sha256": "0188adbadf0d9afe372b59aa435e1f06b94f7f1c14b9785d8d00f384a6d9f710",
|
| 40 |
+
"feature_array_sha256": "9923b4ec9b47a21b150cef98c108d233c7754042ef5273721148ba6caec897ac"
|
| 41 |
+
},
|
| 42 |
+
"note": "Historical last-token cache; separate from the n1000 paper mean-token feature surface."
|
| 43 |
+
}
|
lcs558k/n10000_seed42plus43/text/qwen3/part1_seed43_disjoint_penultimate_lasttok.audit.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"file": "lcs558k/n10000_seed42plus43/text/qwen3/part1_seed43_disjoint_penultimate_lasttok.npy",
|
| 3 |
+
"metadata": "lcs558k/n10000_seed42plus43/text/qwen3/part1_seed43_disjoint_penultimate_lasttok.audit.json",
|
| 4 |
+
"llm_id": "qwen3",
|
| 5 |
+
"block_index": 1,
|
| 6 |
+
"combined_row_start": 5000,
|
| 7 |
+
"combined_row_stop": 10000,
|
| 8 |
+
"shape": [
|
| 9 |
+
5000,
|
| 10 |
+
2048
|
| 11 |
+
],
|
| 12 |
+
"dtype": "float32",
|
| 13 |
+
"feature_surface": "penultimate_hidden_state",
|
| 14 |
+
"token_policy": "last_non_pad_token",
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6",
|
| 17 |
+
"row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de",
|
| 18 |
+
"original_metadata_sha256": "54bf2615e86c16d6a98f0a72a9dadce940fcaf7c977148e15bee6f94e5ff69fe",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "text_features",
|
| 21 |
+
"created_at_utc": "2026-09-23T10:54:09.152767+00:00",
|
| 22 |
+
"model_id": "source-local:Qwen3-1.7B",
|
| 23 |
+
"model_revision": null,
|
| 24 |
+
"feature_surface": "penultimate_hidden_state",
|
| 25 |
+
"token_policy": "last_non_pad_token",
|
| 26 |
+
"shape": [
|
| 27 |
+
5000,
|
| 28 |
+
2048
|
| 29 |
+
],
|
| 30 |
+
"dtype": "float32",
|
| 31 |
+
"input_count": 5000,
|
| 32 |
+
"wall_clock_seconds": 20.698713518679142,
|
| 33 |
+
"peak_gpu_memory_bytes": 3578075648,
|
| 34 |
+
"sample_manifest_path": "source-local:alignment_sample_n5000_seed43_disjoint.json",
|
| 35 |
+
"sample_manifest_sha256": "c68831ecb602ac88231dd64e1393e3dc0000591baf8ee6d921826515efa2030b",
|
| 36 |
+
"sample_seed": 43,
|
| 37 |
+
"n_samples": 5000,
|
| 38 |
+
"feature_file": "source-local:qwen3_penultimate_lasttok_n5000_seed43_disjoint.npy",
|
| 39 |
+
"feature_file_sha256": "e7990a8ba55ea595bcf202a8981eddd362309bed7a6d5c7aac9412a560500d71",
|
| 40 |
+
"feature_array_sha256": "aa251299a6cbff19c74ef1c32f5c6011d825f1d0c7b143263238ed1c11cb7c20"
|
| 41 |
+
},
|
| 42 |
+
"note": "Historical last-token cache; separate from the n1000 paper mean-token feature surface."
|
| 43 |
+
}
|
lcs558k/n10000_seed42plus43/text/smollm2/part0_seed42_penultimate_lasttok.audit.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
|
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|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
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|
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|
|
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|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"file": "lcs558k/n10000_seed42plus43/text/smollm2/part0_seed42_penultimate_lasttok.npy",
|
| 3 |
+
"metadata": "lcs558k/n10000_seed42plus43/text/smollm2/part0_seed42_penultimate_lasttok.audit.json",
|
| 4 |
+
"llm_id": "smollm2",
|
| 5 |
+
"block_index": 0,
|
| 6 |
+
"combined_row_start": 0,
|
| 7 |
+
"combined_row_stop": 5000,
|
| 8 |
+
"shape": [
|
| 9 |
+
5000,
|
| 10 |
+
2048
|
| 11 |
+
],
|
| 12 |
+
"dtype": "float32",
|
| 13 |
+
"feature_surface": "penultimate_hidden_state",
|
| 14 |
+
"token_policy": "last_non_pad_token",
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556",
|
| 17 |
+
"row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5",
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| 18 |
+
"original_metadata_sha256": "4f05a9d41023e46d2bdd18956138ad0cabf3af52ef30fbca2f13b5a1af201973",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "text_features",
|
| 21 |
+
"created_at_utc": "2026-09-19T12:28:29.754460+00:00",
|
| 22 |
+
"model_id": "source-local:SmolLM2-1.7B",
|
| 23 |
+
"model_revision": null,
|
| 24 |
+
"feature_surface": "penultimate_hidden_state",
|
| 25 |
+
"token_policy": "last_non_pad_token",
|
| 26 |
+
"shape": [
|
| 27 |
+
5000,
|
| 28 |
+
2048
|
| 29 |
+
],
|
| 30 |
+
"dtype": "float32",
|
| 31 |
+
"input_count": 5000,
|
| 32 |
+
"wall_clock_seconds": 11.982788257300854,
|
| 33 |
+
"peak_gpu_memory_bytes": 3515200000,
|
| 34 |
+
"sample_manifest_path": "source-local:alignment_sample_n5000_seed42.json",
|
| 35 |
+
"sample_manifest_sha256": "6b2b1c240834fba847158d98376b8b9d7065975c4ffe2f067ad9af7e535e3944",
|
| 36 |
+
"sample_seed": 42,
|
| 37 |
+
"n_samples": 5000,
|
| 38 |
+
"feature_file": "source-local:smollm2_penultimate_lasttok_n5000_seed42.npy",
|
| 39 |
+
"feature_file_sha256": "da1c52630958c712ad12edea172bcb5f25036696cc8987ace87d2b488c11f016",
|
| 40 |
+
"feature_array_sha256": "26bbd0a3d01c5bdc8ff20cb1697292ba05f2cd50e19d4e7265a6346bc99874f9"
|
| 41 |
+
},
|
| 42 |
+
"note": "Historical last-token cache; separate from the n1000 paper mean-token feature surface."
|
| 43 |
+
}
|
lcs558k/n10000_seed42plus43/text/smollm2/part1_seed43_disjoint_penultimate_lasttok.audit.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"file": "lcs558k/n10000_seed42plus43/text/smollm2/part1_seed43_disjoint_penultimate_lasttok.npy",
|
| 3 |
+
"metadata": "lcs558k/n10000_seed42plus43/text/smollm2/part1_seed43_disjoint_penultimate_lasttok.audit.json",
|
| 4 |
+
"llm_id": "smollm2",
|
| 5 |
+
"block_index": 1,
|
| 6 |
+
"combined_row_start": 5000,
|
| 7 |
+
"combined_row_stop": 10000,
|
| 8 |
+
"shape": [
|
| 9 |
+
5000,
|
| 10 |
+
2048
|
| 11 |
+
],
|
| 12 |
+
"dtype": "float32",
|
| 13 |
+
"feature_surface": "penultimate_hidden_state",
|
| 14 |
+
"token_policy": "last_non_pad_token",
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6",
|
| 17 |
+
"row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de",
|
| 18 |
+
"original_metadata_sha256": "618ac8747c74e5ecf2c938cc8b959542d1256a0e6ea84258ee12f3476ff1d5a2",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "text_features",
|
| 21 |
+
"created_at_utc": "2026-09-23T10:54:22.024227+00:00",
|
| 22 |
+
"model_id": "source-local:SmolLM2-1.7B",
|
| 23 |
+
"model_revision": null,
|
| 24 |
+
"feature_surface": "penultimate_hidden_state",
|
| 25 |
+
"token_policy": "last_non_pad_token",
|
| 26 |
+
"shape": [
|
| 27 |
+
5000,
|
| 28 |
+
2048
|
| 29 |
+
],
|
| 30 |
+
"dtype": "float32",
|
| 31 |
+
"input_count": 5000,
|
| 32 |
+
"wall_clock_seconds": 11.899608761072159,
|
| 33 |
+
"peak_gpu_memory_bytes": 3509169664,
|
| 34 |
+
"sample_manifest_path": "source-local:alignment_sample_n5000_seed43_disjoint.json",
|
| 35 |
+
"sample_manifest_sha256": "c68831ecb602ac88231dd64e1393e3dc0000591baf8ee6d921826515efa2030b",
|
| 36 |
+
"sample_seed": 43,
|
| 37 |
+
"n_samples": 5000,
|
| 38 |
+
"feature_file": "source-local:smollm2_penultimate_lasttok_n5000_seed43_disjoint.npy",
|
| 39 |
+
"feature_file_sha256": "52c1a0eb04a187e5ae752c37bf1dc205db19dd26e449c88be4eff7305df9738f",
|
| 40 |
+
"feature_array_sha256": "99155df378de9803524d3c0576e90d15c3e4e42995dac1a93d19fe2ce2d263a4"
|
| 41 |
+
},
|
| 42 |
+
"note": "Historical last-token cache; separate from the n1000 paper mean-token feature surface."
|
| 43 |
+
}
|
lcs558k/n10000_seed42plus43/vision/clip_openai__l14/part0_seed42.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "clip_openai__l14",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/clip_openai__l14/part0_seed42.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/clip_openai__l14/part0_seed42.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
256,
|
| 9 |
+
1024
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 0,
|
| 13 |
+
"combined_row_start": 0,
|
| 14 |
+
"combined_row_stop": 5000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556",
|
| 17 |
+
"row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5",
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| 18 |
+
"original_metadata_sha256": "81240e493e086ace6c4d1b1c77a1775a5dab62b04647e20051962eee7b6f12da",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"dataset": "LCS-558K",
|
| 21 |
+
"dtype": "float16",
|
| 22 |
+
"extraction_seconds": 108.99385030567646,
|
| 23 |
+
"feature_surface": "mllm_patch_tokens",
|
| 24 |
+
"grid": 16,
|
| 25 |
+
"grid_square": true,
|
| 26 |
+
"image_resolution": 224,
|
| 27 |
+
"indices_path": "source-local:indices_n5000.npy",
|
| 28 |
+
"loader": "hf_clip",
|
| 29 |
+
"mean_abs": 0.5853374600410461,
|
| 30 |
+
"n": 5000,
|
| 31 |
+
"n_patches": 256,
|
| 32 |
+
"n_samples": 5000,
|
| 33 |
+
"path": "source-local:clip_openai__l14_patch.npy",
|
| 34 |
+
"pool_index_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 35 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 36 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed42_images.json",
|
| 37 |
+
"sample_manifest_sha256": "3f4d752ca576cb91010c4d3ec765a77df2c37270823db89785ba2bf02cc4a297",
|
| 38 |
+
"sample_seed": 42,
|
| 39 |
+
"sample_tag": "lcs_n5000_seed42",
|
| 40 |
+
"shape": [
|
| 41 |
+
5000,
|
| 42 |
+
256,
|
| 43 |
+
1024
|
| 44 |
+
],
|
| 45 |
+
"status": "complete",
|
| 46 |
+
"token_norm_mean": 27.411354064941406,
|
| 47 |
+
"tokenizer": "clip_openai__l14"
|
| 48 |
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},
|
| 49 |
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"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 50 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 51 |
+
}
|
lcs558k/n10000_seed42plus43/vision/clip_openai__l14/part1_seed43_disjoint.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "clip_openai__l14",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/clip_openai__l14/part1_seed43_disjoint.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/clip_openai__l14/part1_seed43_disjoint.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
256,
|
| 9 |
+
1024
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 1,
|
| 13 |
+
"combined_row_start": 5000,
|
| 14 |
+
"combined_row_stop": 10000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6",
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| 17 |
+
"row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de",
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| 18 |
+
"original_metadata_sha256": "b2aab116cb3a40885c25fa3819c57c38513411a5db26d82ac9659f03246def3d",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "lcs70_disjoint_seed43_patch_features",
|
| 21 |
+
"canonical_manifest": "source-local:alignment_sample_n5000_seed43_disjoint.json",
|
| 22 |
+
"canonical_manifest_file_sha256": "c68831ecb602ac88231dd64e1393e3dc0000591baf8ee6d921826515efa2030b",
|
| 23 |
+
"dataset": "LCS-558K",
|
| 24 |
+
"dtype": "float16",
|
| 25 |
+
"extraction_seconds": 103.79281317442656,
|
| 26 |
+
"feature_surface": "mllm_patch_tokens",
|
| 27 |
+
"grid": 16,
|
| 28 |
+
"grid_square": true,
|
| 29 |
+
"image_resolution": 224,
|
| 30 |
+
"indices_path": "source-local:indices_new5000_seed43.npy",
|
| 31 |
+
"loader": "hf_clip",
|
| 32 |
+
"mean_abs": 0.5839735269546509,
|
| 33 |
+
"n": 5000,
|
| 34 |
+
"n_patches": 256,
|
| 35 |
+
"n_samples": 5000,
|
| 36 |
+
"path": "source-local:clip_openai__l14_patch.npy",
|
| 37 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 38 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed43_disjoint_images.json",
|
| 39 |
+
"sample_manifest_file_sha256": "66975c2e1c6cb2b1cb11340a70271d715b3c51f4c5bc6fcc396701ec3f3686a0",
|
| 40 |
+
"sample_seed": 43,
|
| 41 |
+
"sample_tag": "lcs_n5000_seed43_disjoint",
|
| 42 |
+
"shape": [
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| 43 |
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5000,
|
| 44 |
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256,
|
| 45 |
+
1024
|
| 46 |
+
],
|
| 47 |
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"status": "complete",
|
| 48 |
+
"token_norm_mean": 27.351680755615234,
|
| 49 |
+
"tokenizer": "clip_openai__l14"
|
| 50 |
+
},
|
| 51 |
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"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 52 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 53 |
+
}
|
lcs558k/n10000_seed42plus43/vision/dino_vitb16/part0_seed42.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "dino_vitb16",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/dino_vitb16/part0_seed42.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/dino_vitb16/part0_seed42.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
196,
|
| 9 |
+
768
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 0,
|
| 13 |
+
"combined_row_start": 0,
|
| 14 |
+
"combined_row_stop": 5000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556",
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| 17 |
+
"row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5",
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| 18 |
+
"original_metadata_sha256": "4c09d7c03ec31872b171954729b32c3773d3a272bfffb661c44127b248df3730",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "lcs70_scaling_supplemental_patch_features",
|
| 21 |
+
"dataset": "LCS-558K",
|
| 22 |
+
"dtype": "float16",
|
| 23 |
+
"extraction_seconds": 52.947668835520744,
|
| 24 |
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"feature_surface": "mllm_patch_tokens",
|
| 25 |
+
"grid": 14,
|
| 26 |
+
"grid_square": true,
|
| 27 |
+
"image_resolution": 224,
|
| 28 |
+
"indices_path": "source-local:indices_n5000_seed42.npy",
|
| 29 |
+
"loader": "hf_cls",
|
| 30 |
+
"mean_abs": 1.5637125968933105,
|
| 31 |
+
"n": 5000,
|
| 32 |
+
"n_patches": 196,
|
| 33 |
+
"n_samples": 5000,
|
| 34 |
+
"path": "source-local:dino_vitb16_patch.npy",
|
| 35 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 36 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed42_images.json",
|
| 37 |
+
"sample_manifest_sha256": "3f4d752ca576cb91010c4d3ec765a77df2c37270823db89785ba2bf02cc4a297",
|
| 38 |
+
"sample_seed": 42,
|
| 39 |
+
"sample_tag": "lcs_n5000_seed42",
|
| 40 |
+
"shape": [
|
| 41 |
+
5000,
|
| 42 |
+
196,
|
| 43 |
+
768
|
| 44 |
+
],
|
| 45 |
+
"status": "complete",
|
| 46 |
+
"token_norm_mean": 60.35980224609375,
|
| 47 |
+
"tokenizer": "dino_vitb16"
|
| 48 |
+
},
|
| 49 |
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"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 50 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 51 |
+
}
|
lcs558k/n10000_seed42plus43/vision/dino_vitb16/part1_seed43_disjoint.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "dino_vitb16",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/dino_vitb16/part1_seed43_disjoint.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/dino_vitb16/part1_seed43_disjoint.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
196,
|
| 9 |
+
768
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 1,
|
| 13 |
+
"combined_row_start": 5000,
|
| 14 |
+
"combined_row_stop": 10000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6",
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| 17 |
+
"row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de",
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| 18 |
+
"original_metadata_sha256": "fd23402e90ebd93b1307e6b9ad1879a10f1c463dac5e94994357d9eba14976ba",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "lcs70_disjoint_seed43_patch_features",
|
| 21 |
+
"canonical_manifest": "source-local:alignment_sample_n5000_seed43_disjoint.json",
|
| 22 |
+
"canonical_manifest_file_sha256": "c68831ecb602ac88231dd64e1393e3dc0000591baf8ee6d921826515efa2030b",
|
| 23 |
+
"dataset": "LCS-558K",
|
| 24 |
+
"dtype": "float16",
|
| 25 |
+
"extraction_seconds": 45.75071953237057,
|
| 26 |
+
"feature_surface": "mllm_patch_tokens",
|
| 27 |
+
"grid": 14,
|
| 28 |
+
"grid_square": true,
|
| 29 |
+
"image_resolution": 224,
|
| 30 |
+
"indices_path": "source-local:indices_new5000_seed43.npy",
|
| 31 |
+
"loader": "hf_cls",
|
| 32 |
+
"mean_abs": 1.5650440454483032,
|
| 33 |
+
"n": 5000,
|
| 34 |
+
"n_patches": 196,
|
| 35 |
+
"n_samples": 5000,
|
| 36 |
+
"path": "source-local:dino_vitb16_patch.npy",
|
| 37 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 38 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed43_disjoint_images.json",
|
| 39 |
+
"sample_manifest_file_sha256": "66975c2e1c6cb2b1cb11340a70271d715b3c51f4c5bc6fcc396701ec3f3686a0",
|
| 40 |
+
"sample_seed": 43,
|
| 41 |
+
"sample_tag": "lcs_n5000_seed43_disjoint",
|
| 42 |
+
"shape": [
|
| 43 |
+
5000,
|
| 44 |
+
196,
|
| 45 |
+
768
|
| 46 |
+
],
|
| 47 |
+
"status": "complete",
|
| 48 |
+
"token_norm_mean": 60.385860443115234,
|
| 49 |
+
"tokenizer": "dino_vitb16"
|
| 50 |
+
},
|
| 51 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 52 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 53 |
+
}
|
lcs558k/n10000_seed42plus43/vision/dino_vitb8/part0_seed42.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
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|
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|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "dino_vitb8",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/dino_vitb8/part0_seed42.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/dino_vitb8/part0_seed42.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
784,
|
| 9 |
+
768
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 0,
|
| 13 |
+
"combined_row_start": 0,
|
| 14 |
+
"combined_row_stop": 5000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556",
|
| 17 |
+
"row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5",
|
| 18 |
+
"original_metadata_sha256": "3fbaffcc4c5a749de7a947d8b7aede07ea2a09b2628d68e737f0fb7bb20d6966",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "lcs70_scaling_supplemental_patch_features",
|
| 21 |
+
"dataset": "LCS-558K",
|
| 22 |
+
"dtype": "float16",
|
| 23 |
+
"extraction_seconds": 127.37598548829556,
|
| 24 |
+
"feature_surface": "mllm_patch_tokens",
|
| 25 |
+
"grid": 28,
|
| 26 |
+
"grid_square": true,
|
| 27 |
+
"image_resolution": 224,
|
| 28 |
+
"indices_path": "source-local:indices_n5000_seed42.npy",
|
| 29 |
+
"loader": "hf_cls",
|
| 30 |
+
"mean_abs": 1.4907207489013672,
|
| 31 |
+
"n": 5000,
|
| 32 |
+
"n_patches": 784,
|
| 33 |
+
"n_samples": 5000,
|
| 34 |
+
"path": "source-local:dino_vitb8_patch.npy",
|
| 35 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 36 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed42_images.json",
|
| 37 |
+
"sample_manifest_sha256": "3f4d752ca576cb91010c4d3ec765a77df2c37270823db89785ba2bf02cc4a297",
|
| 38 |
+
"sample_seed": 42,
|
| 39 |
+
"sample_tag": "lcs_n5000_seed42",
|
| 40 |
+
"shape": [
|
| 41 |
+
5000,
|
| 42 |
+
784,
|
| 43 |
+
768
|
| 44 |
+
],
|
| 45 |
+
"status": "complete",
|
| 46 |
+
"token_norm_mean": 55.104373931884766,
|
| 47 |
+
"tokenizer": "dino_vitb8"
|
| 48 |
+
},
|
| 49 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 50 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 51 |
+
}
|
lcs558k/n10000_seed42plus43/vision/dino_vitb8/part1_seed43_disjoint.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "dino_vitb8",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/dino_vitb8/part1_seed43_disjoint.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/dino_vitb8/part1_seed43_disjoint.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
784,
|
| 9 |
+
768
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 1,
|
| 13 |
+
"combined_row_start": 5000,
|
| 14 |
+
"combined_row_stop": 10000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6",
|
| 17 |
+
"row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de",
|
| 18 |
+
"original_metadata_sha256": "3674f0f8862eeab8af1d67f05f2afc9bf7a97adb8a92a2d5bf6cdda7f8323b63",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "lcs70_disjoint_seed43_patch_features",
|
| 21 |
+
"canonical_manifest": "source-local:alignment_sample_n5000_seed43_disjoint.json",
|
| 22 |
+
"canonical_manifest_file_sha256": "c68831ecb602ac88231dd64e1393e3dc0000591baf8ee6d921826515efa2030b",
|
| 23 |
+
"dataset": "LCS-558K",
|
| 24 |
+
"dtype": "float16",
|
| 25 |
+
"extraction_seconds": 120.47060218453407,
|
| 26 |
+
"feature_surface": "mllm_patch_tokens",
|
| 27 |
+
"grid": 28,
|
| 28 |
+
"grid_square": true,
|
| 29 |
+
"image_resolution": 224,
|
| 30 |
+
"indices_path": "source-local:indices_new5000_seed43.npy",
|
| 31 |
+
"loader": "hf_cls",
|
| 32 |
+
"mean_abs": 1.491349458694458,
|
| 33 |
+
"n": 5000,
|
| 34 |
+
"n_patches": 784,
|
| 35 |
+
"n_samples": 5000,
|
| 36 |
+
"path": "source-local:dino_vitb8_patch.npy",
|
| 37 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 38 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed43_disjoint_images.json",
|
| 39 |
+
"sample_manifest_file_sha256": "66975c2e1c6cb2b1cb11340a70271d715b3c51f4c5bc6fcc396701ec3f3686a0",
|
| 40 |
+
"sample_seed": 43,
|
| 41 |
+
"sample_tag": "lcs_n5000_seed43_disjoint",
|
| 42 |
+
"shape": [
|
| 43 |
+
5000,
|
| 44 |
+
784,
|
| 45 |
+
768
|
| 46 |
+
],
|
| 47 |
+
"status": "complete",
|
| 48 |
+
"token_norm_mean": 55.126583099365234,
|
| 49 |
+
"tokenizer": "dino_vitb8"
|
| 50 |
+
},
|
| 51 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 52 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 53 |
+
}
|
lcs558k/n10000_seed42plus43/vision/dino_vits16/part0_seed42.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "dino_vits16",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/dino_vits16/part0_seed42.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/dino_vits16/part0_seed42.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
196,
|
| 9 |
+
384
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 0,
|
| 13 |
+
"combined_row_start": 0,
|
| 14 |
+
"combined_row_stop": 5000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556",
|
| 17 |
+
"row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5",
|
| 18 |
+
"original_metadata_sha256": "4dca3bb70921f4c4f5bd8a77104f79288ae3d663b79027b6bf7de5376320c110",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "lcs70_scaling_supplemental_patch_features",
|
| 21 |
+
"dataset": "LCS-558K",
|
| 22 |
+
"dtype": "float16",
|
| 23 |
+
"extraction_seconds": 33.31906711310148,
|
| 24 |
+
"feature_surface": "mllm_patch_tokens",
|
| 25 |
+
"grid": 14,
|
| 26 |
+
"grid_square": true,
|
| 27 |
+
"image_resolution": 224,
|
| 28 |
+
"indices_path": "source-local:indices_n5000_seed42.npy",
|
| 29 |
+
"loader": "hf_cls",
|
| 30 |
+
"mean_abs": 3.440223217010498,
|
| 31 |
+
"n": 5000,
|
| 32 |
+
"n_patches": 196,
|
| 33 |
+
"n_samples": 5000,
|
| 34 |
+
"path": "source-local:dino_vits16_patch.npy",
|
| 35 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 36 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed42_images.json",
|
| 37 |
+
"sample_manifest_sha256": "3f4d752ca576cb91010c4d3ec765a77df2c37270823db89785ba2bf02cc4a297",
|
| 38 |
+
"sample_seed": 42,
|
| 39 |
+
"sample_tag": "lcs_n5000_seed42",
|
| 40 |
+
"shape": [
|
| 41 |
+
5000,
|
| 42 |
+
196,
|
| 43 |
+
384
|
| 44 |
+
],
|
| 45 |
+
"status": "complete",
|
| 46 |
+
"token_norm_mean": 86.74195861816406,
|
| 47 |
+
"tokenizer": "dino_vits16"
|
| 48 |
+
},
|
| 49 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 50 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 51 |
+
}
|
lcs558k/n10000_seed42plus43/vision/dino_vits16/part1_seed43_disjoint.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "dino_vits16",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/dino_vits16/part1_seed43_disjoint.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/dino_vits16/part1_seed43_disjoint.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
196,
|
| 9 |
+
384
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 1,
|
| 13 |
+
"combined_row_start": 5000,
|
| 14 |
+
"combined_row_stop": 10000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6",
|
| 17 |
+
"row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de",
|
| 18 |
+
"original_metadata_sha256": "108de0a5d1a482ab6d82740ec7d609d0739f2f1f0a6191400208480d0d88234e",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "lcs70_disjoint_seed43_patch_features",
|
| 21 |
+
"canonical_manifest": "source-local:alignment_sample_n5000_seed43_disjoint.json",
|
| 22 |
+
"canonical_manifest_file_sha256": "c68831ecb602ac88231dd64e1393e3dc0000591baf8ee6d921826515efa2030b",
|
| 23 |
+
"dataset": "LCS-558K",
|
| 24 |
+
"dtype": "float16",
|
| 25 |
+
"extraction_seconds": 34.17428544908762,
|
| 26 |
+
"feature_surface": "mllm_patch_tokens",
|
| 27 |
+
"grid": 14,
|
| 28 |
+
"grid_square": true,
|
| 29 |
+
"image_resolution": 224,
|
| 30 |
+
"indices_path": "source-local:indices_new5000_seed43.npy",
|
| 31 |
+
"loader": "hf_cls",
|
| 32 |
+
"mean_abs": 3.4420156478881836,
|
| 33 |
+
"n": 5000,
|
| 34 |
+
"n_patches": 196,
|
| 35 |
+
"n_samples": 5000,
|
| 36 |
+
"path": "source-local:dino_vits16_patch.npy",
|
| 37 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 38 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed43_disjoint_images.json",
|
| 39 |
+
"sample_manifest_file_sha256": "66975c2e1c6cb2b1cb11340a70271d715b3c51f4c5bc6fcc396701ec3f3686a0",
|
| 40 |
+
"sample_seed": 43,
|
| 41 |
+
"sample_tag": "lcs_n5000_seed43_disjoint",
|
| 42 |
+
"shape": [
|
| 43 |
+
5000,
|
| 44 |
+
196,
|
| 45 |
+
384
|
| 46 |
+
],
|
| 47 |
+
"status": "complete",
|
| 48 |
+
"token_norm_mean": 86.76663970947266,
|
| 49 |
+
"tokenizer": "dino_vits16"
|
| 50 |
+
},
|
| 51 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 52 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 53 |
+
}
|
lcs558k/n10000_seed42plus43/vision/dino_vits8/part0_seed42.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "dino_vits8",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/dino_vits8/part0_seed42.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/dino_vits8/part0_seed42.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
784,
|
| 9 |
+
384
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 0,
|
| 13 |
+
"combined_row_start": 0,
|
| 14 |
+
"combined_row_stop": 5000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556",
|
| 17 |
+
"row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5",
|
| 18 |
+
"original_metadata_sha256": "e0c35420b52f0a71b29a875f9ef652e276c8d8a1639b289eade977781eab8061",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "lcs70_scaling_supplemental_patch_features",
|
| 21 |
+
"dataset": "LCS-558K",
|
| 22 |
+
"dtype": "float16",
|
| 23 |
+
"extraction_seconds": 59.753506645560265,
|
| 24 |
+
"feature_surface": "mllm_patch_tokens",
|
| 25 |
+
"grid": 28,
|
| 26 |
+
"grid_square": true,
|
| 27 |
+
"image_resolution": 224,
|
| 28 |
+
"indices_path": "source-local:indices_n5000_seed42.npy",
|
| 29 |
+
"loader": "hf_cls",
|
| 30 |
+
"mean_abs": 2.6557745933532715,
|
| 31 |
+
"n": 5000,
|
| 32 |
+
"n_patches": 784,
|
| 33 |
+
"n_samples": 5000,
|
| 34 |
+
"path": "source-local:dino_vits8_patch.npy",
|
| 35 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 36 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed42_images.json",
|
| 37 |
+
"sample_manifest_sha256": "3f4d752ca576cb91010c4d3ec765a77df2c37270823db89785ba2bf02cc4a297",
|
| 38 |
+
"sample_seed": 42,
|
| 39 |
+
"sample_tag": "lcs_n5000_seed42",
|
| 40 |
+
"shape": [
|
| 41 |
+
5000,
|
| 42 |
+
784,
|
| 43 |
+
384
|
| 44 |
+
],
|
| 45 |
+
"status": "complete",
|
| 46 |
+
"token_norm_mean": 77.49443054199219,
|
| 47 |
+
"tokenizer": "dino_vits8"
|
| 48 |
+
},
|
| 49 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 50 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 51 |
+
}
|
lcs558k/n10000_seed42plus43/vision/dino_vits8/part1_seed43_disjoint.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "dino_vits8",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/dino_vits8/part1_seed43_disjoint.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/dino_vits8/part1_seed43_disjoint.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
784,
|
| 9 |
+
384
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 1,
|
| 13 |
+
"combined_row_start": 5000,
|
| 14 |
+
"combined_row_stop": 10000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6",
|
| 17 |
+
"row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de",
|
| 18 |
+
"original_metadata_sha256": "af2876d2795937252512a8c7e5faa718cef15287e36e4f5d83d21b727c7f7f8c",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "lcs70_disjoint_seed43_patch_features",
|
| 21 |
+
"canonical_manifest": "source-local:alignment_sample_n5000_seed43_disjoint.json",
|
| 22 |
+
"canonical_manifest_file_sha256": "c68831ecb602ac88231dd64e1393e3dc0000591baf8ee6d921826515efa2030b",
|
| 23 |
+
"dataset": "LCS-558K",
|
| 24 |
+
"dtype": "float16",
|
| 25 |
+
"extraction_seconds": 62.822378031909466,
|
| 26 |
+
"feature_surface": "mllm_patch_tokens",
|
| 27 |
+
"grid": 28,
|
| 28 |
+
"grid_square": true,
|
| 29 |
+
"image_resolution": 224,
|
| 30 |
+
"indices_path": "source-local:indices_new5000_seed43.npy",
|
| 31 |
+
"loader": "hf_cls",
|
| 32 |
+
"mean_abs": 2.6572086811065674,
|
| 33 |
+
"n": 5000,
|
| 34 |
+
"n_patches": 784,
|
| 35 |
+
"n_samples": 5000,
|
| 36 |
+
"path": "source-local:dino_vits8_patch.npy",
|
| 37 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 38 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed43_disjoint_images.json",
|
| 39 |
+
"sample_manifest_file_sha256": "66975c2e1c6cb2b1cb11340a70271d715b3c51f4c5bc6fcc396701ec3f3686a0",
|
| 40 |
+
"sample_seed": 43,
|
| 41 |
+
"sample_tag": "lcs_n5000_seed43_disjoint",
|
| 42 |
+
"shape": [
|
| 43 |
+
5000,
|
| 44 |
+
784,
|
| 45 |
+
384
|
| 46 |
+
],
|
| 47 |
+
"status": "complete",
|
| 48 |
+
"token_norm_mean": 77.48365783691406,
|
| 49 |
+
"tokenizer": "dino_vits8"
|
| 50 |
+
},
|
| 51 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 52 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 53 |
+
}
|
lcs558k/n10000_seed42plus43/vision/dinov2_base/part0_seed42.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "dinov2_base",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/dinov2_base/part0_seed42.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/dinov2_base/part0_seed42.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
256,
|
| 9 |
+
768
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 0,
|
| 13 |
+
"combined_row_start": 0,
|
| 14 |
+
"combined_row_stop": 5000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556",
|
| 17 |
+
"row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5",
|
| 18 |
+
"original_metadata_sha256": "d050794620ade75f26ee3c85af993342bf225d72ee0a9deae45cfaedfe77dd5f",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"dataset": "LCS-558K",
|
| 21 |
+
"dtype": "float16",
|
| 22 |
+
"extraction_seconds": 71.90939593315125,
|
| 23 |
+
"feature_surface": "mllm_patch_tokens",
|
| 24 |
+
"grid": 16,
|
| 25 |
+
"grid_square": true,
|
| 26 |
+
"image_resolution": 518,
|
| 27 |
+
"indices_path": "source-local:indices_n5000.npy",
|
| 28 |
+
"loader": "hf_cls",
|
| 29 |
+
"mean_abs": 1.3558908700942993,
|
| 30 |
+
"n": 5000,
|
| 31 |
+
"n_patches": 256,
|
| 32 |
+
"n_samples": 5000,
|
| 33 |
+
"path": "source-local:dinov2_base_patch.npy",
|
| 34 |
+
"pool_index_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 35 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 36 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed42_images.json",
|
| 37 |
+
"sample_manifest_sha256": "3f4d752ca576cb91010c4d3ec765a77df2c37270823db89785ba2bf02cc4a297",
|
| 38 |
+
"sample_seed": 42,
|
| 39 |
+
"sample_tag": "lcs_n5000_seed42",
|
| 40 |
+
"shape": [
|
| 41 |
+
5000,
|
| 42 |
+
256,
|
| 43 |
+
768
|
| 44 |
+
],
|
| 45 |
+
"status": "complete",
|
| 46 |
+
"token_norm_mean": 48.62775802612305,
|
| 47 |
+
"tokenizer": "dinov2_base"
|
| 48 |
+
},
|
| 49 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 50 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 51 |
+
}
|
lcs558k/n10000_seed42plus43/vision/dinov2_base/part1_seed43_disjoint.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "dinov2_base",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/dinov2_base/part1_seed43_disjoint.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/dinov2_base/part1_seed43_disjoint.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
256,
|
| 9 |
+
768
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 1,
|
| 13 |
+
"combined_row_start": 5000,
|
| 14 |
+
"combined_row_stop": 10000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6",
|
| 17 |
+
"row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de",
|
| 18 |
+
"original_metadata_sha256": "c57b0ab42ca6e85d9f6019ba4ad53d507d3c457f9fc48a781eeee4f61bc0b8d6",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "lcs70_disjoint_seed43_patch_features",
|
| 21 |
+
"canonical_manifest": "source-local:alignment_sample_n5000_seed43_disjoint.json",
|
| 22 |
+
"canonical_manifest_file_sha256": "c68831ecb602ac88231dd64e1393e3dc0000591baf8ee6d921826515efa2030b",
|
| 23 |
+
"dataset": "LCS-558K",
|
| 24 |
+
"dtype": "float16",
|
| 25 |
+
"extraction_seconds": 76.95719449967146,
|
| 26 |
+
"feature_surface": "mllm_patch_tokens",
|
| 27 |
+
"grid": 16,
|
| 28 |
+
"grid_square": true,
|
| 29 |
+
"image_resolution": 518,
|
| 30 |
+
"indices_path": "source-local:indices_new5000_seed43.npy",
|
| 31 |
+
"loader": "hf_cls",
|
| 32 |
+
"mean_abs": 1.3553340435028076,
|
| 33 |
+
"n": 5000,
|
| 34 |
+
"n_patches": 256,
|
| 35 |
+
"n_samples": 5000,
|
| 36 |
+
"path": "source-local:dinov2_base_patch.npy",
|
| 37 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 38 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed43_disjoint_images.json",
|
| 39 |
+
"sample_manifest_file_sha256": "66975c2e1c6cb2b1cb11340a70271d715b3c51f4c5bc6fcc396701ec3f3686a0",
|
| 40 |
+
"sample_seed": 43,
|
| 41 |
+
"sample_tag": "lcs_n5000_seed43_disjoint",
|
| 42 |
+
"shape": [
|
| 43 |
+
5000,
|
| 44 |
+
256,
|
| 45 |
+
768
|
| 46 |
+
],
|
| 47 |
+
"status": "complete",
|
| 48 |
+
"token_norm_mean": 48.61030960083008,
|
| 49 |
+
"tokenizer": "dinov2_base"
|
| 50 |
+
},
|
| 51 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 52 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 53 |
+
}
|
lcs558k/n10000_seed42plus43/vision/dinov2_giant/part0_seed42.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "dinov2_giant",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/dinov2_giant/part0_seed42.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/dinov2_giant/part0_seed42.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
256,
|
| 9 |
+
1536
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 0,
|
| 13 |
+
"combined_row_start": 0,
|
| 14 |
+
"combined_row_stop": 5000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556",
|
| 17 |
+
"row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5",
|
| 18 |
+
"original_metadata_sha256": "324f3153872cd79ab682a8374016ceda1f6ddd24e79f444c9ba9b95a515467b9",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"dataset": "LCS-558K",
|
| 21 |
+
"dtype": "float16",
|
| 22 |
+
"extraction_seconds": 349.9756549075246,
|
| 23 |
+
"feature_surface": "mllm_patch_tokens",
|
| 24 |
+
"grid": 16,
|
| 25 |
+
"grid_square": true,
|
| 26 |
+
"image_resolution": 518,
|
| 27 |
+
"indices_path": "source-local:indices_n5000.npy",
|
| 28 |
+
"loader": "hf_cls",
|
| 29 |
+
"mean_abs": 1.0906932353973389,
|
| 30 |
+
"n": 5000,
|
| 31 |
+
"n_patches": 256,
|
| 32 |
+
"n_samples": 5000,
|
| 33 |
+
"path": "source-local:dinov2_giant_patch.npy",
|
| 34 |
+
"pool_index_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 35 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 36 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed42_images.json",
|
| 37 |
+
"sample_manifest_sha256": "3f4d752ca576cb91010c4d3ec765a77df2c37270823db89785ba2bf02cc4a297",
|
| 38 |
+
"sample_seed": 42,
|
| 39 |
+
"sample_tag": "lcs_n5000_seed42",
|
| 40 |
+
"shape": [
|
| 41 |
+
5000,
|
| 42 |
+
256,
|
| 43 |
+
1536
|
| 44 |
+
],
|
| 45 |
+
"status": "complete",
|
| 46 |
+
"token_norm_mean": 56.17494201660156,
|
| 47 |
+
"tokenizer": "dinov2_giant"
|
| 48 |
+
},
|
| 49 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 50 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 51 |
+
}
|
lcs558k/n10000_seed42plus43/vision/dinov2_giant/part1_seed43_disjoint.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "dinov2_giant",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/dinov2_giant/part1_seed43_disjoint.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/dinov2_giant/part1_seed43_disjoint.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
256,
|
| 9 |
+
1536
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 1,
|
| 13 |
+
"combined_row_start": 5000,
|
| 14 |
+
"combined_row_stop": 10000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6",
|
| 17 |
+
"row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de",
|
| 18 |
+
"original_metadata_sha256": "2f3edbd04b77466d31ffe2198aa8c01029667dea9965c00bcf9f87446424bc25",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "lcs70_disjoint_seed43_patch_features",
|
| 21 |
+
"canonical_manifest": "source-local:alignment_sample_n5000_seed43_disjoint.json",
|
| 22 |
+
"canonical_manifest_file_sha256": "c68831ecb602ac88231dd64e1393e3dc0000591baf8ee6d921826515efa2030b",
|
| 23 |
+
"dataset": "LCS-558K",
|
| 24 |
+
"dtype": "float16",
|
| 25 |
+
"extraction_seconds": 324.64500416070223,
|
| 26 |
+
"feature_surface": "mllm_patch_tokens",
|
| 27 |
+
"grid": 16,
|
| 28 |
+
"grid_square": true,
|
| 29 |
+
"image_resolution": 518,
|
| 30 |
+
"indices_path": "source-local:indices_new5000_seed43.npy",
|
| 31 |
+
"loader": "hf_cls",
|
| 32 |
+
"mean_abs": 1.0913357734680176,
|
| 33 |
+
"n": 5000,
|
| 34 |
+
"n_patches": 256,
|
| 35 |
+
"n_samples": 5000,
|
| 36 |
+
"path": "source-local:dinov2_giant_patch.npy",
|
| 37 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 38 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed43_disjoint_images.json",
|
| 39 |
+
"sample_manifest_file_sha256": "66975c2e1c6cb2b1cb11340a70271d715b3c51f4c5bc6fcc396701ec3f3686a0",
|
| 40 |
+
"sample_seed": 43,
|
| 41 |
+
"sample_tag": "lcs_n5000_seed43_disjoint",
|
| 42 |
+
"shape": [
|
| 43 |
+
5000,
|
| 44 |
+
256,
|
| 45 |
+
1536
|
| 46 |
+
],
|
| 47 |
+
"status": "complete",
|
| 48 |
+
"token_norm_mean": 56.19559860229492,
|
| 49 |
+
"tokenizer": "dinov2_giant"
|
| 50 |
+
},
|
| 51 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 52 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 53 |
+
}
|
lcs558k/n10000_seed42plus43/vision/dinov2_large/part0_seed42.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "dinov2_large",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/dinov2_large/part0_seed42.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/dinov2_large/part0_seed42.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
256,
|
| 9 |
+
1024
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 0,
|
| 13 |
+
"combined_row_start": 0,
|
| 14 |
+
"combined_row_stop": 5000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556",
|
| 17 |
+
"row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5",
|
| 18 |
+
"original_metadata_sha256": "9d95fafe0b478d2f483a175de2228ce55d73a9170d7500dd5f077a41313cf1e0",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"dataset": "LCS-558K",
|
| 21 |
+
"dtype": "float16",
|
| 22 |
+
"extraction_seconds": 140.51775483042002,
|
| 23 |
+
"feature_surface": "mllm_patch_tokens",
|
| 24 |
+
"grid": 16,
|
| 25 |
+
"grid_square": true,
|
| 26 |
+
"image_resolution": 518,
|
| 27 |
+
"indices_path": "source-local:indices_n5000.npy",
|
| 28 |
+
"loader": "hf_cls",
|
| 29 |
+
"mean_abs": 1.1319025754928589,
|
| 30 |
+
"n": 5000,
|
| 31 |
+
"n_patches": 256,
|
| 32 |
+
"n_samples": 5000,
|
| 33 |
+
"path": "source-local:dinov2_large_patch.npy",
|
| 34 |
+
"pool_index_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 35 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 36 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed42_images.json",
|
| 37 |
+
"sample_manifest_sha256": "3f4d752ca576cb91010c4d3ec765a77df2c37270823db89785ba2bf02cc4a297",
|
| 38 |
+
"sample_seed": 42,
|
| 39 |
+
"sample_tag": "lcs_n5000_seed42",
|
| 40 |
+
"shape": [
|
| 41 |
+
5000,
|
| 42 |
+
256,
|
| 43 |
+
1024
|
| 44 |
+
],
|
| 45 |
+
"status": "complete",
|
| 46 |
+
"token_norm_mean": 46.971622467041016,
|
| 47 |
+
"tokenizer": "dinov2_large"
|
| 48 |
+
},
|
| 49 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 50 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 51 |
+
}
|
lcs558k/n10000_seed42plus43/vision/dinov2_large/part1_seed43_disjoint.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "dinov2_large",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/dinov2_large/part1_seed43_disjoint.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/dinov2_large/part1_seed43_disjoint.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
256,
|
| 9 |
+
1024
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 1,
|
| 13 |
+
"combined_row_start": 5000,
|
| 14 |
+
"combined_row_stop": 10000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6",
|
| 17 |
+
"row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de",
|
| 18 |
+
"original_metadata_sha256": "1097e422ccb12079f52003b0f20b05efdf9aa709fac9ada9f54e7ece8b9e6d12",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "lcs70_disjoint_seed43_patch_features",
|
| 21 |
+
"canonical_manifest": "source-local:alignment_sample_n5000_seed43_disjoint.json",
|
| 22 |
+
"canonical_manifest_file_sha256": "c68831ecb602ac88231dd64e1393e3dc0000591baf8ee6d921826515efa2030b",
|
| 23 |
+
"dataset": "LCS-558K",
|
| 24 |
+
"dtype": "float16",
|
| 25 |
+
"extraction_seconds": 137.3884266242385,
|
| 26 |
+
"feature_surface": "mllm_patch_tokens",
|
| 27 |
+
"grid": 16,
|
| 28 |
+
"grid_square": true,
|
| 29 |
+
"image_resolution": 518,
|
| 30 |
+
"indices_path": "source-local:indices_new5000_seed43.npy",
|
| 31 |
+
"loader": "hf_cls",
|
| 32 |
+
"mean_abs": 1.1314992904663086,
|
| 33 |
+
"n": 5000,
|
| 34 |
+
"n_patches": 256,
|
| 35 |
+
"n_samples": 5000,
|
| 36 |
+
"path": "source-local:dinov2_large_patch.npy",
|
| 37 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 38 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed43_disjoint_images.json",
|
| 39 |
+
"sample_manifest_file_sha256": "66975c2e1c6cb2b1cb11340a70271d715b3c51f4c5bc6fcc396701ec3f3686a0",
|
| 40 |
+
"sample_seed": 43,
|
| 41 |
+
"sample_tag": "lcs_n5000_seed43_disjoint",
|
| 42 |
+
"shape": [
|
| 43 |
+
5000,
|
| 44 |
+
256,
|
| 45 |
+
1024
|
| 46 |
+
],
|
| 47 |
+
"status": "complete",
|
| 48 |
+
"token_norm_mean": 46.95928955078125,
|
| 49 |
+
"tokenizer": "dinov2_large"
|
| 50 |
+
},
|
| 51 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 52 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 53 |
+
}
|
lcs558k/n10000_seed42plus43/vision/dinov2_small/part0_seed42.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "dinov2_small",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/dinov2_small/part0_seed42.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/dinov2_small/part0_seed42.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
256,
|
| 9 |
+
384
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 0,
|
| 13 |
+
"combined_row_start": 0,
|
| 14 |
+
"combined_row_stop": 5000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556",
|
| 17 |
+
"row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5",
|
| 18 |
+
"original_metadata_sha256": "6b8037d259d15dface17f18b788fdf50f80686ee4b96b31dffec8f92dd431723",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"dataset": "LCS-558K",
|
| 21 |
+
"dtype": "float16",
|
| 22 |
+
"extraction_seconds": 53.353883288800716,
|
| 23 |
+
"feature_surface": "mllm_patch_tokens",
|
| 24 |
+
"grid": 16,
|
| 25 |
+
"grid_square": true,
|
| 26 |
+
"image_resolution": 518,
|
| 27 |
+
"indices_path": "source-local:indices_n5000.npy",
|
| 28 |
+
"loader": "hf_cls",
|
| 29 |
+
"mean_abs": 1.9381003379821777,
|
| 30 |
+
"n": 5000,
|
| 31 |
+
"n_patches": 256,
|
| 32 |
+
"n_samples": 5000,
|
| 33 |
+
"path": "source-local:dinov2_small_patch.npy",
|
| 34 |
+
"pool_index_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 35 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 36 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed42_images.json",
|
| 37 |
+
"sample_manifest_sha256": "3f4d752ca576cb91010c4d3ec765a77df2c37270823db89785ba2bf02cc4a297",
|
| 38 |
+
"sample_seed": 42,
|
| 39 |
+
"sample_tag": "lcs_n5000_seed42",
|
| 40 |
+
"shape": [
|
| 41 |
+
5000,
|
| 42 |
+
256,
|
| 43 |
+
384
|
| 44 |
+
],
|
| 45 |
+
"status": "complete",
|
| 46 |
+
"token_norm_mean": 48.82880401611328,
|
| 47 |
+
"tokenizer": "dinov2_small"
|
| 48 |
+
},
|
| 49 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 50 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 51 |
+
}
|
lcs558k/n10000_seed42plus43/vision/dinov2_small/part1_seed43_disjoint.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "dinov2_small",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/dinov2_small/part1_seed43_disjoint.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/dinov2_small/part1_seed43_disjoint.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
256,
|
| 9 |
+
384
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 1,
|
| 13 |
+
"combined_row_start": 5000,
|
| 14 |
+
"combined_row_stop": 10000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6",
|
| 17 |
+
"row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de",
|
| 18 |
+
"original_metadata_sha256": "4ab93878ac8f356b0522080126ac1601230aa334ef4863dd541ffd64fbc1911a",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "lcs70_disjoint_seed43_patch_features",
|
| 21 |
+
"canonical_manifest": "source-local:alignment_sample_n5000_seed43_disjoint.json",
|
| 22 |
+
"canonical_manifest_file_sha256": "c68831ecb602ac88231dd64e1393e3dc0000591baf8ee6d921826515efa2030b",
|
| 23 |
+
"dataset": "LCS-558K",
|
| 24 |
+
"dtype": "float16",
|
| 25 |
+
"extraction_seconds": 42.4723736718297,
|
| 26 |
+
"feature_surface": "mllm_patch_tokens",
|
| 27 |
+
"grid": 16,
|
| 28 |
+
"grid_square": true,
|
| 29 |
+
"image_resolution": 518,
|
| 30 |
+
"indices_path": "source-local:indices_new5000_seed43.npy",
|
| 31 |
+
"loader": "hf_cls",
|
| 32 |
+
"mean_abs": 1.9374595880508423,
|
| 33 |
+
"n": 5000,
|
| 34 |
+
"n_patches": 256,
|
| 35 |
+
"n_samples": 5000,
|
| 36 |
+
"path": "source-local:dinov2_small_patch.npy",
|
| 37 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 38 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed43_disjoint_images.json",
|
| 39 |
+
"sample_manifest_file_sha256": "66975c2e1c6cb2b1cb11340a70271d715b3c51f4c5bc6fcc396701ec3f3686a0",
|
| 40 |
+
"sample_seed": 43,
|
| 41 |
+
"sample_tag": "lcs_n5000_seed43_disjoint",
|
| 42 |
+
"shape": [
|
| 43 |
+
5000,
|
| 44 |
+
256,
|
| 45 |
+
384
|
| 46 |
+
],
|
| 47 |
+
"status": "complete",
|
| 48 |
+
"token_norm_mean": 48.80433654785156,
|
| 49 |
+
"tokenizer": "dinov2_small"
|
| 50 |
+
},
|
| 51 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 52 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 53 |
+
}
|
lcs558k/n10000_seed42plus43/vision/dinov3_vitl16/part0_seed42.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "dinov3_vitl16",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/dinov3_vitl16/part0_seed42.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/dinov3_vitl16/part0_seed42.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
256,
|
| 9 |
+
1024
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 0,
|
| 13 |
+
"combined_row_start": 0,
|
| 14 |
+
"combined_row_stop": 5000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556",
|
| 17 |
+
"row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5",
|
| 18 |
+
"original_metadata_sha256": "c1b613d92c5343d9f071d58930be4bb8143e6f95aee1a7cd1bce732a0a8403b6",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"dataset": "LCS-558K",
|
| 21 |
+
"dtype": "float16",
|
| 22 |
+
"extraction_seconds": 228.25603955239058,
|
| 23 |
+
"global_shape": [
|
| 24 |
+
5000,
|
| 25 |
+
1024
|
| 26 |
+
],
|
| 27 |
+
"n": 5000,
|
| 28 |
+
"n_samples": 5000,
|
| 29 |
+
"patch_shape": [
|
| 30 |
+
5000,
|
| 31 |
+
256,
|
| 32 |
+
1024
|
| 33 |
+
],
|
| 34 |
+
"path": "source-local:dinov3_vitl16_patch.npy",
|
| 35 |
+
"pool_index_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 36 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 37 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed42_images.json",
|
| 38 |
+
"sample_manifest_file_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 39 |
+
"sample_manifest_sha256": "3f4d752ca576cb91010c4d3ec765a77df2c37270823db89785ba2bf02cc4a297",
|
| 40 |
+
"sample_seed": 42,
|
| 41 |
+
"shape": [
|
| 42 |
+
5000,
|
| 43 |
+
256,
|
| 44 |
+
1024
|
| 45 |
+
],
|
| 46 |
+
"status": "complete",
|
| 47 |
+
"tokenizer": "dinov3_vitl16"
|
| 48 |
+
},
|
| 49 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 50 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 51 |
+
}
|
lcs558k/n10000_seed42plus43/vision/dinov3_vitl16/part1_seed43_disjoint.json
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "dinov3_vitl16",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/dinov3_vitl16/part1_seed43_disjoint.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/dinov3_vitl16/part1_seed43_disjoint.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
256,
|
| 9 |
+
1024
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 1,
|
| 13 |
+
"combined_row_start": 5000,
|
| 14 |
+
"combined_row_stop": 10000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6",
|
| 17 |
+
"row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de",
|
| 18 |
+
"original_metadata_sha256": "567028fc26d87824d24045f40277ad0b40b8bad059a6c6119073073d2961134d",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "lcs70_disjoint_seed43_patch_features",
|
| 21 |
+
"canonical_manifest": "source-local:alignment_sample_n5000_seed43_disjoint.json",
|
| 22 |
+
"canonical_manifest_file_sha256": "c68831ecb602ac88231dd64e1393e3dc0000591baf8ee6d921826515efa2030b",
|
| 23 |
+
"dataset": "LCS-558K",
|
| 24 |
+
"dtype": "float16",
|
| 25 |
+
"extraction_seconds": 123.3277507275343,
|
| 26 |
+
"global_shape": [
|
| 27 |
+
5000,
|
| 28 |
+
1024
|
| 29 |
+
],
|
| 30 |
+
"n": 5000,
|
| 31 |
+
"n_samples": 5000,
|
| 32 |
+
"patch_shape": [
|
| 33 |
+
5000,
|
| 34 |
+
256,
|
| 35 |
+
1024
|
| 36 |
+
],
|
| 37 |
+
"path": "source-local:dinov3_vitl16_patch.npy",
|
| 38 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 39 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed43_disjoint_images.json",
|
| 40 |
+
"sample_manifest_file_sha256": "66975c2e1c6cb2b1cb11340a70271d715b3c51f4c5bc6fcc396701ec3f3686a0",
|
| 41 |
+
"sample_seed": 43,
|
| 42 |
+
"shape": [
|
| 43 |
+
5000,
|
| 44 |
+
256,
|
| 45 |
+
1024
|
| 46 |
+
],
|
| 47 |
+
"status": "complete",
|
| 48 |
+
"tokenizer": "dinov3_vitl16"
|
| 49 |
+
},
|
| 50 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 51 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 52 |
+
}
|
lcs558k/n10000_seed42plus43/vision/eupe_convnext_b/part0_seed42.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "eupe_convnext_b",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/eupe_convnext_b/part0_seed42.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/eupe_convnext_b/part0_seed42.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
64,
|
| 9 |
+
1024
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 0,
|
| 13 |
+
"combined_row_start": 0,
|
| 14 |
+
"combined_row_stop": 5000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556",
|
| 17 |
+
"row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5",
|
| 18 |
+
"original_metadata_sha256": "514ed445607162845a22c6d441ba504becadd08c9bdf976b245512b04a3d970f",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"dataset": "LCS-558K",
|
| 21 |
+
"dtype": "float16",
|
| 22 |
+
"extraction_seconds": 39.45504054427147,
|
| 23 |
+
"feature_surface": "mllm_patch_tokens",
|
| 24 |
+
"grid": 8,
|
| 25 |
+
"grid_square": true,
|
| 26 |
+
"image_resolution": 256,
|
| 27 |
+
"indices_path": "source-local:indices_n5000.npy",
|
| 28 |
+
"loader": "eupe",
|
| 29 |
+
"mean_abs": 0.8336606621742249,
|
| 30 |
+
"n": 5000,
|
| 31 |
+
"n_patches": 64,
|
| 32 |
+
"n_samples": 5000,
|
| 33 |
+
"path": "source-local:eupe_convnext_b_patch.npy",
|
| 34 |
+
"pool_index_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 35 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 36 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed42_images.json",
|
| 37 |
+
"sample_manifest_sha256": "3f4d752ca576cb91010c4d3ec765a77df2c37270823db89785ba2bf02cc4a297",
|
| 38 |
+
"sample_seed": 42,
|
| 39 |
+
"sample_tag": "lcs_n5000_seed42",
|
| 40 |
+
"shape": [
|
| 41 |
+
5000,
|
| 42 |
+
64,
|
| 43 |
+
1024
|
| 44 |
+
],
|
| 45 |
+
"status": "complete",
|
| 46 |
+
"token_norm_mean": 41.790706634521484,
|
| 47 |
+
"tokenizer": "eupe_convnext_b"
|
| 48 |
+
},
|
| 49 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 50 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 51 |
+
}
|
lcs558k/n10000_seed42plus43/vision/eupe_convnext_b/part1_seed43_disjoint.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "eupe_convnext_b",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/eupe_convnext_b/part1_seed43_disjoint.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/eupe_convnext_b/part1_seed43_disjoint.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
64,
|
| 9 |
+
1024
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 1,
|
| 13 |
+
"combined_row_start": 5000,
|
| 14 |
+
"combined_row_stop": 10000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6",
|
| 17 |
+
"row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de",
|
| 18 |
+
"original_metadata_sha256": "e5ac8923b60af388b7de757c5907de463a18a601b613e5bdc5a0982f0801122f",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "lcs70_disjoint_seed43_patch_features",
|
| 21 |
+
"canonical_manifest": "source-local:alignment_sample_n5000_seed43_disjoint.json",
|
| 22 |
+
"canonical_manifest_file_sha256": "c68831ecb602ac88231dd64e1393e3dc0000591baf8ee6d921826515efa2030b",
|
| 23 |
+
"dataset": "LCS-558K",
|
| 24 |
+
"dtype": "float16",
|
| 25 |
+
"extraction_seconds": 37.88037905842066,
|
| 26 |
+
"feature_surface": "mllm_patch_tokens",
|
| 27 |
+
"grid": 8,
|
| 28 |
+
"grid_square": true,
|
| 29 |
+
"image_resolution": 256,
|
| 30 |
+
"indices_path": "source-local:indices_new5000_seed43.npy",
|
| 31 |
+
"loader": "eupe",
|
| 32 |
+
"mean_abs": 0.8335907459259033,
|
| 33 |
+
"n": 5000,
|
| 34 |
+
"n_patches": 64,
|
| 35 |
+
"n_samples": 5000,
|
| 36 |
+
"path": "source-local:eupe_convnext_b_patch.npy",
|
| 37 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 38 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed43_disjoint_images.json",
|
| 39 |
+
"sample_manifest_file_sha256": "66975c2e1c6cb2b1cb11340a70271d715b3c51f4c5bc6fcc396701ec3f3686a0",
|
| 40 |
+
"sample_seed": 43,
|
| 41 |
+
"sample_tag": "lcs_n5000_seed43_disjoint",
|
| 42 |
+
"shape": [
|
| 43 |
+
5000,
|
| 44 |
+
64,
|
| 45 |
+
1024
|
| 46 |
+
],
|
| 47 |
+
"status": "complete",
|
| 48 |
+
"token_norm_mean": 41.78565216064453,
|
| 49 |
+
"tokenizer": "eupe_convnext_b"
|
| 50 |
+
},
|
| 51 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 52 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 53 |
+
}
|
lcs558k/n10000_seed42plus43/vision/eupe_vit_b/part0_seed42.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "eupe_vit_b",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/eupe_vit_b/part0_seed42.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/eupe_vit_b/part0_seed42.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
256,
|
| 9 |
+
768
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 0,
|
| 13 |
+
"combined_row_start": 0,
|
| 14 |
+
"combined_row_stop": 5000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556",
|
| 17 |
+
"row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5",
|
| 18 |
+
"original_metadata_sha256": "987fac699d014bc4f388a686899086ba7d6cd788ca0e0a7af1538047727e9e51",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"dataset": "LCS-558K",
|
| 21 |
+
"dtype": "float16",
|
| 22 |
+
"extraction_seconds": 124.3083220794797,
|
| 23 |
+
"feature_surface": "mllm_patch_tokens",
|
| 24 |
+
"grid": 16,
|
| 25 |
+
"grid_square": true,
|
| 26 |
+
"image_resolution": 256,
|
| 27 |
+
"indices_path": "source-local:indices_n5000.npy",
|
| 28 |
+
"loader": "eupe",
|
| 29 |
+
"mean_abs": 0.38051900267601013,
|
| 30 |
+
"n": 5000,
|
| 31 |
+
"n_patches": 256,
|
| 32 |
+
"n_samples": 5000,
|
| 33 |
+
"path": "source-local:eupe_vit_b_patch.npy",
|
| 34 |
+
"pool_index_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 35 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 36 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed42_images.json",
|
| 37 |
+
"sample_manifest_sha256": "3f4d752ca576cb91010c4d3ec765a77df2c37270823db89785ba2bf02cc4a297",
|
| 38 |
+
"sample_seed": 42,
|
| 39 |
+
"sample_tag": "lcs_n5000_seed42",
|
| 40 |
+
"shape": [
|
| 41 |
+
5000,
|
| 42 |
+
256,
|
| 43 |
+
768
|
| 44 |
+
],
|
| 45 |
+
"status": "complete",
|
| 46 |
+
"token_norm_mean": 17.250774383544922,
|
| 47 |
+
"tokenizer": "eupe_vit_b"
|
| 48 |
+
},
|
| 49 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 50 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 51 |
+
}
|
lcs558k/n10000_seed42plus43/vision/eupe_vit_b/part1_seed43_disjoint.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "eupe_vit_b",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/eupe_vit_b/part1_seed43_disjoint.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/eupe_vit_b/part1_seed43_disjoint.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
256,
|
| 9 |
+
768
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 1,
|
| 13 |
+
"combined_row_start": 5000,
|
| 14 |
+
"combined_row_stop": 10000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6",
|
| 17 |
+
"row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de",
|
| 18 |
+
"original_metadata_sha256": "95588c47ec4510cdc005d8ba68e7b5602be56706153689ecab946e4f3c0aa7e1",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "lcs70_disjoint_seed43_patch_features",
|
| 21 |
+
"canonical_manifest": "source-local:alignment_sample_n5000_seed43_disjoint.json",
|
| 22 |
+
"canonical_manifest_file_sha256": "c68831ecb602ac88231dd64e1393e3dc0000591baf8ee6d921826515efa2030b",
|
| 23 |
+
"dataset": "LCS-558K",
|
| 24 |
+
"dtype": "float16",
|
| 25 |
+
"extraction_seconds": 45.500093288719654,
|
| 26 |
+
"feature_surface": "mllm_patch_tokens",
|
| 27 |
+
"grid": 16,
|
| 28 |
+
"grid_square": true,
|
| 29 |
+
"image_resolution": 256,
|
| 30 |
+
"indices_path": "source-local:indices_new5000_seed43.npy",
|
| 31 |
+
"loader": "eupe",
|
| 32 |
+
"mean_abs": 0.38053587079048157,
|
| 33 |
+
"n": 5000,
|
| 34 |
+
"n_patches": 256,
|
| 35 |
+
"n_samples": 5000,
|
| 36 |
+
"path": "source-local:eupe_vit_b_patch.npy",
|
| 37 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 38 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed43_disjoint_images.json",
|
| 39 |
+
"sample_manifest_file_sha256": "66975c2e1c6cb2b1cb11340a70271d715b3c51f4c5bc6fcc396701ec3f3686a0",
|
| 40 |
+
"sample_seed": 43,
|
| 41 |
+
"sample_tag": "lcs_n5000_seed43_disjoint",
|
| 42 |
+
"shape": [
|
| 43 |
+
5000,
|
| 44 |
+
256,
|
| 45 |
+
768
|
| 46 |
+
],
|
| 47 |
+
"status": "complete",
|
| 48 |
+
"token_norm_mean": 17.24746322631836,
|
| 49 |
+
"tokenizer": "eupe_vit_b"
|
| 50 |
+
},
|
| 51 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 52 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 53 |
+
}
|
lcs558k/n10000_seed42plus43/vision/eupe_vit_s/part0_seed42.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "eupe_vit_s",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/eupe_vit_s/part0_seed42.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/eupe_vit_s/part0_seed42.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
256,
|
| 9 |
+
384
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 0,
|
| 13 |
+
"combined_row_start": 0,
|
| 14 |
+
"combined_row_stop": 5000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556",
|
| 17 |
+
"row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5",
|
| 18 |
+
"original_metadata_sha256": "f3a4251dc61d11c1129ab93f1d0654704ba1376dc47eb140c76955929d457271",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"dataset": "LCS-558K",
|
| 21 |
+
"dtype": "float16",
|
| 22 |
+
"extraction_seconds": 122.29744362831116,
|
| 23 |
+
"feature_surface": "mllm_patch_tokens",
|
| 24 |
+
"grid": 16,
|
| 25 |
+
"grid_square": true,
|
| 26 |
+
"image_resolution": 256,
|
| 27 |
+
"indices_path": "source-local:indices_n5000.npy",
|
| 28 |
+
"loader": "eupe",
|
| 29 |
+
"mean_abs": 0.3615223169326782,
|
| 30 |
+
"n": 5000,
|
| 31 |
+
"n_patches": 256,
|
| 32 |
+
"n_samples": 5000,
|
| 33 |
+
"path": "source-local:eupe_vit_s_patch.npy",
|
| 34 |
+
"pool_index_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 35 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 36 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed42_images.json",
|
| 37 |
+
"sample_manifest_sha256": "3f4d752ca576cb91010c4d3ec765a77df2c37270823db89785ba2bf02cc4a297",
|
| 38 |
+
"sample_seed": 42,
|
| 39 |
+
"sample_tag": "lcs_n5000_seed42",
|
| 40 |
+
"shape": [
|
| 41 |
+
5000,
|
| 42 |
+
256,
|
| 43 |
+
384
|
| 44 |
+
],
|
| 45 |
+
"status": "complete",
|
| 46 |
+
"token_norm_mean": 9.723395347595215,
|
| 47 |
+
"tokenizer": "eupe_vit_s"
|
| 48 |
+
},
|
| 49 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 50 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 51 |
+
}
|
lcs558k/n10000_seed42plus43/vision/eupe_vit_s/part1_seed43_disjoint.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "eupe_vit_s",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/eupe_vit_s/part1_seed43_disjoint.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/eupe_vit_s/part1_seed43_disjoint.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
256,
|
| 9 |
+
384
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 1,
|
| 13 |
+
"combined_row_start": 5000,
|
| 14 |
+
"combined_row_stop": 10000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6",
|
| 17 |
+
"row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de",
|
| 18 |
+
"original_metadata_sha256": "6f372d8d1431061babec624c48d18497bedacff44eefdbb90413585950a1250e",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "lcs70_disjoint_seed43_patch_features",
|
| 21 |
+
"canonical_manifest": "source-local:alignment_sample_n5000_seed43_disjoint.json",
|
| 22 |
+
"canonical_manifest_file_sha256": "c68831ecb602ac88231dd64e1393e3dc0000591baf8ee6d921826515efa2030b",
|
| 23 |
+
"dataset": "LCS-558K",
|
| 24 |
+
"dtype": "float16",
|
| 25 |
+
"extraction_seconds": 30.412825904786587,
|
| 26 |
+
"feature_surface": "mllm_patch_tokens",
|
| 27 |
+
"grid": 16,
|
| 28 |
+
"grid_square": true,
|
| 29 |
+
"image_resolution": 256,
|
| 30 |
+
"indices_path": "source-local:indices_new5000_seed43.npy",
|
| 31 |
+
"loader": "eupe",
|
| 32 |
+
"mean_abs": 0.3615744709968567,
|
| 33 |
+
"n": 5000,
|
| 34 |
+
"n_patches": 256,
|
| 35 |
+
"n_samples": 5000,
|
| 36 |
+
"path": "source-local:eupe_vit_s_patch.npy",
|
| 37 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 38 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed43_disjoint_images.json",
|
| 39 |
+
"sample_manifest_file_sha256": "66975c2e1c6cb2b1cb11340a70271d715b3c51f4c5bc6fcc396701ec3f3686a0",
|
| 40 |
+
"sample_seed": 43,
|
| 41 |
+
"sample_tag": "lcs_n5000_seed43_disjoint",
|
| 42 |
+
"shape": [
|
| 43 |
+
5000,
|
| 44 |
+
256,
|
| 45 |
+
384
|
| 46 |
+
],
|
| 47 |
+
"status": "complete",
|
| 48 |
+
"token_norm_mean": 9.731727600097656,
|
| 49 |
+
"tokenizer": "eupe_vit_s"
|
| 50 |
+
},
|
| 51 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 52 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 53 |
+
}
|
lcs558k/n10000_seed42plus43/vision/eupe_vit_t/part0_seed42.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "eupe_vit_t",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/eupe_vit_t/part0_seed42.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/eupe_vit_t/part0_seed42.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
256,
|
| 9 |
+
192
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 0,
|
| 13 |
+
"combined_row_start": 0,
|
| 14 |
+
"combined_row_stop": 5000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556",
|
| 17 |
+
"row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5",
|
| 18 |
+
"original_metadata_sha256": "71f01bad629cebf78897c2cd7376e27434f99d2cdfbcab3f10ca2d57c692eb65",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"dataset": "LCS-558K",
|
| 21 |
+
"dtype": "float16",
|
| 22 |
+
"extraction_seconds": 114.81141301989555,
|
| 23 |
+
"feature_surface": "mllm_patch_tokens",
|
| 24 |
+
"grid": 16,
|
| 25 |
+
"grid_square": true,
|
| 26 |
+
"image_resolution": 256,
|
| 27 |
+
"indices_path": "source-local:indices_n5000.npy",
|
| 28 |
+
"loader": "eupe",
|
| 29 |
+
"mean_abs": 0.5640292167663574,
|
| 30 |
+
"n": 5000,
|
| 31 |
+
"n_patches": 256,
|
| 32 |
+
"n_samples": 5000,
|
| 33 |
+
"path": "source-local:eupe_vit_t_patch.npy",
|
| 34 |
+
"pool_index_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 35 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 36 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed42_images.json",
|
| 37 |
+
"sample_manifest_sha256": "3f4d752ca576cb91010c4d3ec765a77df2c37270823db89785ba2bf02cc4a297",
|
| 38 |
+
"sample_seed": 42,
|
| 39 |
+
"sample_tag": "lcs_n5000_seed42",
|
| 40 |
+
"shape": [
|
| 41 |
+
5000,
|
| 42 |
+
256,
|
| 43 |
+
192
|
| 44 |
+
],
|
| 45 |
+
"status": "complete",
|
| 46 |
+
"token_norm_mean": 10.673175811767578,
|
| 47 |
+
"tokenizer": "eupe_vit_t"
|
| 48 |
+
},
|
| 49 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 50 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 51 |
+
}
|
lcs558k/n10000_seed42plus43/vision/eupe_vit_t/part1_seed43_disjoint.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "eupe_vit_t",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/eupe_vit_t/part1_seed43_disjoint.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/eupe_vit_t/part1_seed43_disjoint.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
256,
|
| 9 |
+
192
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 1,
|
| 13 |
+
"combined_row_start": 5000,
|
| 14 |
+
"combined_row_stop": 10000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6",
|
| 17 |
+
"row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de",
|
| 18 |
+
"original_metadata_sha256": "9407932389022b9e3fb1128d30c0617cfb3ad2bf32f35d97f6da44823d005b64",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "lcs70_disjoint_seed43_patch_features",
|
| 21 |
+
"canonical_manifest": "source-local:alignment_sample_n5000_seed43_disjoint.json",
|
| 22 |
+
"canonical_manifest_file_sha256": "c68831ecb602ac88231dd64e1393e3dc0000591baf8ee6d921826515efa2030b",
|
| 23 |
+
"dataset": "LCS-558K",
|
| 24 |
+
"dtype": "float16",
|
| 25 |
+
"extraction_seconds": 21.624676272273064,
|
| 26 |
+
"feature_surface": "mllm_patch_tokens",
|
| 27 |
+
"grid": 16,
|
| 28 |
+
"grid_square": true,
|
| 29 |
+
"image_resolution": 256,
|
| 30 |
+
"indices_path": "source-local:indices_new5000_seed43.npy",
|
| 31 |
+
"loader": "eupe",
|
| 32 |
+
"mean_abs": 0.564110517501831,
|
| 33 |
+
"n": 5000,
|
| 34 |
+
"n_patches": 256,
|
| 35 |
+
"n_samples": 5000,
|
| 36 |
+
"path": "source-local:eupe_vit_t_patch.npy",
|
| 37 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 38 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed43_disjoint_images.json",
|
| 39 |
+
"sample_manifest_file_sha256": "66975c2e1c6cb2b1cb11340a70271d715b3c51f4c5bc6fcc396701ec3f3686a0",
|
| 40 |
+
"sample_seed": 43,
|
| 41 |
+
"sample_tag": "lcs_n5000_seed43_disjoint",
|
| 42 |
+
"shape": [
|
| 43 |
+
5000,
|
| 44 |
+
256,
|
| 45 |
+
192
|
| 46 |
+
],
|
| 47 |
+
"status": "complete",
|
| 48 |
+
"token_norm_mean": 10.675070762634277,
|
| 49 |
+
"tokenizer": "eupe_vit_t"
|
| 50 |
+
},
|
| 51 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 52 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 53 |
+
}
|
lcs558k/n10000_seed42plus43/vision/ijepa_vith14/part0_seed42.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "ijepa_vith14",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/ijepa_vith14/part0_seed42.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/ijepa_vith14/part0_seed42.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
256,
|
| 9 |
+
1280
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 0,
|
| 13 |
+
"combined_row_start": 0,
|
| 14 |
+
"combined_row_stop": 5000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556",
|
| 17 |
+
"row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5",
|
| 18 |
+
"original_metadata_sha256": "418b8d1d8ff2c83cb13ba41178a7dd7caea2e87d135c8fc06090039a0c209358",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"dataset": "LCS-558K",
|
| 21 |
+
"dtype": "float16",
|
| 22 |
+
"extraction_seconds": 1096.6977426111698,
|
| 23 |
+
"global_shape": [
|
| 24 |
+
5000,
|
| 25 |
+
1280
|
| 26 |
+
],
|
| 27 |
+
"n": 5000,
|
| 28 |
+
"n_samples": 5000,
|
| 29 |
+
"patch_shape": [
|
| 30 |
+
5000,
|
| 31 |
+
256,
|
| 32 |
+
1280
|
| 33 |
+
],
|
| 34 |
+
"path": "source-local:ijepa_vith14_patch.npy",
|
| 35 |
+
"pool_index_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 36 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 37 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed42_images.json",
|
| 38 |
+
"sample_manifest_file_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 39 |
+
"sample_manifest_sha256": "3f4d752ca576cb91010c4d3ec765a77df2c37270823db89785ba2bf02cc4a297",
|
| 40 |
+
"sample_seed": 42,
|
| 41 |
+
"shape": [
|
| 42 |
+
5000,
|
| 43 |
+
256,
|
| 44 |
+
1280
|
| 45 |
+
],
|
| 46 |
+
"status": "complete",
|
| 47 |
+
"tokenizer": "ijepa_vith14"
|
| 48 |
+
},
|
| 49 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 50 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 51 |
+
}
|
lcs558k/n10000_seed42plus43/vision/ijepa_vith14/part1_seed43_disjoint.json
ADDED
|
@@ -0,0 +1,52 @@
|
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|
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|
|
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|
|
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|
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|
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|
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|
|
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|
|
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|
|
|
|
|
|
|
|
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|
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|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "ijepa_vith14",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/ijepa_vith14/part1_seed43_disjoint.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/ijepa_vith14/part1_seed43_disjoint.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
256,
|
| 9 |
+
1280
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 1,
|
| 13 |
+
"combined_row_start": 5000,
|
| 14 |
+
"combined_row_stop": 10000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6",
|
| 17 |
+
"row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de",
|
| 18 |
+
"original_metadata_sha256": "c5a919dd929c88dd8d47d86b6367fd8521d66bdb52f9ea895cff6bd52038ee09",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"artifact": "lcs70_disjoint_seed43_patch_features",
|
| 21 |
+
"canonical_manifest": "source-local:alignment_sample_n5000_seed43_disjoint.json",
|
| 22 |
+
"canonical_manifest_file_sha256": "c68831ecb602ac88231dd64e1393e3dc0000591baf8ee6d921826515efa2030b",
|
| 23 |
+
"dataset": "LCS-558K",
|
| 24 |
+
"dtype": "float16",
|
| 25 |
+
"extraction_seconds": 201.49882493168116,
|
| 26 |
+
"global_shape": [
|
| 27 |
+
5000,
|
| 28 |
+
1280
|
| 29 |
+
],
|
| 30 |
+
"n": 5000,
|
| 31 |
+
"n_samples": 5000,
|
| 32 |
+
"patch_shape": [
|
| 33 |
+
5000,
|
| 34 |
+
256,
|
| 35 |
+
1280
|
| 36 |
+
],
|
| 37 |
+
"path": "source-local:ijepa_vith14_patch.npy",
|
| 38 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 39 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed43_disjoint_images.json",
|
| 40 |
+
"sample_manifest_file_sha256": "66975c2e1c6cb2b1cb11340a70271d715b3c51f4c5bc6fcc396701ec3f3686a0",
|
| 41 |
+
"sample_seed": 43,
|
| 42 |
+
"shape": [
|
| 43 |
+
5000,
|
| 44 |
+
256,
|
| 45 |
+
1280
|
| 46 |
+
],
|
| 47 |
+
"status": "complete",
|
| 48 |
+
"tokenizer": "ijepa_vith14"
|
| 49 |
+
},
|
| 50 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 51 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 52 |
+
}
|
lcs558k/n10000_seed42plus43/vision/mc1_b16_224_2.5b/part0_seed42.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact": "raw_mllm_patch_token_block",
|
| 3 |
+
"tokenizer_id": "mc1_b16_224_2.5b",
|
| 4 |
+
"file": "lcs558k/n10000_seed42plus43/vision/mc1_b16_224_2.5b/part0_seed42.npy",
|
| 5 |
+
"metadata": "lcs558k/n10000_seed42plus43/vision/mc1_b16_224_2.5b/part0_seed42.json",
|
| 6 |
+
"shape": [
|
| 7 |
+
5000,
|
| 8 |
+
196,
|
| 9 |
+
768
|
| 10 |
+
],
|
| 11 |
+
"dtype": "float16",
|
| 12 |
+
"block_index": 0,
|
| 13 |
+
"combined_row_start": 0,
|
| 14 |
+
"combined_row_stop": 5000,
|
| 15 |
+
"sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json",
|
| 16 |
+
"sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556",
|
| 17 |
+
"row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5",
|
| 18 |
+
"original_metadata_sha256": "a264ec3dbfe5e8fa252e060ab51bf8ee2d234d02c9084612be688fc59519166a",
|
| 19 |
+
"source_extraction_metadata": {
|
| 20 |
+
"dataset": "LCS-558K",
|
| 21 |
+
"dtype": "float16",
|
| 22 |
+
"extraction_seconds": 635.1120983809233,
|
| 23 |
+
"feature_surface": "mllm_patch_tokens",
|
| 24 |
+
"grid": 14,
|
| 25 |
+
"grid_square": true,
|
| 26 |
+
"image_resolution": 224,
|
| 27 |
+
"indices_path": "source-local:indices_n5000.npy",
|
| 28 |
+
"loader": "metaclip",
|
| 29 |
+
"mean_abs": 0.5783910751342773,
|
| 30 |
+
"n": 5000,
|
| 31 |
+
"n_patches": 196,
|
| 32 |
+
"n_samples": 5000,
|
| 33 |
+
"path": "source-local:mc1_b16_224_2.5b_patch.npy",
|
| 34 |
+
"pool_index_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 35 |
+
"sample_index_array_sha256": "a3d44437f284b46e5d827df6101e63efe16f752040ad67db809c061bc367bde5",
|
| 36 |
+
"sample_manifest": "source-local:alignment_sample_n5000_seed42_images.json",
|
| 37 |
+
"sample_manifest_sha256": "3f4d752ca576cb91010c4d3ec765a77df2c37270823db89785ba2bf02cc4a297",
|
| 38 |
+
"sample_seed": 42,
|
| 39 |
+
"sample_tag": "lcs_n5000_seed42",
|
| 40 |
+
"shape": [
|
| 41 |
+
5000,
|
| 42 |
+
196,
|
| 43 |
+
768
|
| 44 |
+
],
|
| 45 |
+
"status": "complete",
|
| 46 |
+
"token_norm_mean": 24.276226043701172,
|
| 47 |
+
"tokenizer": "mc1_b16_224_2.5b"
|
| 48 |
+
},
|
| 49 |
+
"feature_layer_provenance": "not_uniformly_recorded_in_original_audits",
|
| 50 |
+
"legacy_index_semantics": "Historical sample_index_array_sha256 hashes 0..4999 block row positions; use release row_order_source_indices_sha256 for original annotation indices."
|
| 51 |
+
}
|