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downloading the full repository is safer when config files are required." }, "lcs_patch": { "file": "lcs558k/n1000_seed42/vision/dinov2_small_patch_n1000_seed42.npy", "metadata": "lcs558k/n1000_seed42/vision/dinov2_small_patch_n1000_seed42.json", "shape": [ 1000, 256, 384 ], "dtype": "float16", "feature_layer_provenance": "not_recorded_in_original_audit" }, "imagenet_pooled": { "file": "imagenet1k/train200k/features/009_dinov2_small.npy", "metadata": "imagenet1k/train200k/metadata/009_dinov2_small.json", "shape": [ 200000, 768 ], "dtype": "float32", "representation": "concat(final normalized CLS, mean(final normalized patch tokens)); excludes 0 register token(s)" }, "lcs_patch_n10000": { "combined_shape": [ 10000, 256, 384 ], "dtype": "float16", "blocks": [ { "file": "lcs558k/n10000_seed42plus43/vision/dinov2_small/part0_seed42.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/dinov2_small/part0_seed42.json", "shape": [ 5000, 256, 384 ], "dtype": "float16", "block_index": 0, "combined_row_start": 0, "combined_row_stop": 5000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json", "sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556", "row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5" }, { "file": "lcs558k/n10000_seed42plus43/vision/dinov2_small/part1_seed43_disjoint.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/dinov2_small/part1_seed43_disjoint.json", "shape": [ 5000, 256, 384 ], "dtype": "float16", "block_index": 1, "combined_row_start": 5000, "combined_row_stop": 10000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json", "sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6", "row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de" } ], "sample_manifest": "lcs558k/n10000_seed42plus43/samples/manifest.json" } }, { "tokenizer_id": "dinov3_vitl16", "source": { "category": "SSL", "display_name": "DINOv3 ViT-L/16", "upstream_page": [ "https://huggingface.co/facebook/dinov3-vitl16-pretrain-lvd1689m" ], "weights": [ "https://huggingface.co/facebook/dinov3-vitl16-pretrain-lvd1689m/resolve/main/model.safetensors?download=true" ], "auxiliary_weights": [], "code": [ "https://github.com/facebookresearch/dinov3" ], "download_notes": "Gated: accept Meta's DINOv3 terms and authenticate. The experiment used the equivalent original .pth checkpoint named dinov3_vitl16_pretrain_lvd1689m-8aa4cbdd.pth." }, "lcs_patch": { "file": "lcs558k/n1000_seed42/vision/dinov3_vitl16_patch_n1000_seed42.npy", "metadata": "lcs558k/n1000_seed42/vision/dinov3_vitl16_patch_n1000_seed42.json", "shape": [ 1000, 256, 1024 ], "dtype": "float16", "feature_layer_provenance": "not_recorded_in_original_audit" }, "imagenet_pooled": { "file": "imagenet1k/train200k/features/010_dinov3_vitl16.npy", "metadata": "imagenet1k/train200k/metadata/010_dinov3_vitl16.json", "shape": [ 200000, 2048 ], "dtype": "float32", "representation": "concat(final normalized CLS, mean(final normalized patch tokens)); excludes 4 register token(s)" }, "lcs_patch_n10000": { "combined_shape": [ 10000, 256, 1024 ], "dtype": "float16", "blocks": [ { "file": "lcs558k/n10000_seed42plus43/vision/dinov3_vitl16/part0_seed42.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/dinov3_vitl16/part0_seed42.json", "shape": [ 5000, 256, 1024 ], "dtype": "float16", "block_index": 0, "combined_row_start": 0, "combined_row_stop": 5000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json", "sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556", "row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5" }, { "file": "lcs558k/n10000_seed42plus43/vision/dinov3_vitl16/part1_seed43_disjoint.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/dinov3_vitl16/part1_seed43_disjoint.json", "shape": [ 5000, 256, 1024 ], "dtype": "float16", "block_index": 1, "combined_row_start": 5000, "combined_row_stop": 10000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json", "sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6", "row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de" } ], "sample_manifest": 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"shape": [ 5000, 64, 1024 ], "dtype": "float16", "block_index": 1, "combined_row_start": 5000, "combined_row_stop": 10000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json", "sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6", "row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de" } ], "sample_manifest": "lcs558k/n10000_seed42plus43/samples/manifest.json" } }, { "tokenizer_id": "eupe_vit_b", "source": { "category": "SSL", "display_name": "EUPE ViT-B", "upstream_page": [ "https://huggingface.co/facebook/EUPE-ViT-B" ], "weights": [ "https://huggingface.co/facebook/EUPE-ViT-B/resolve/main/EUPE-ViT-B.pt?download=true" ], "auxiliary_weights": [], "code": [ "https://github.com/facebookresearch/eupe" ], "download_notes": "Official Hugging Face model; downloading the full repository is safer when config files are required." }, "lcs_patch": { "file": 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"https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md" ], "weights": [ "https://storage.googleapis.com/big_vision/siglip2/siglip2_so400m16_384.npz" ], "auxiliary_weights": [], "code": [ "https://github.com/google-research/big_vision" ], "download_notes": "Official direct checkpoint URL." }, "lcs_patch": { "file": "lcs558k/n1000_seed42/vision/siglip2_sm16_384_patch_n1000_seed42.npy", "metadata": "lcs558k/n1000_seed42/vision/siglip2_sm16_384_patch_n1000_seed42.json", "shape": [ 1000, 576, 1152 ], "dtype": "float16", "feature_layer_provenance": "not_recorded_in_original_audit" }, "imagenet_pooled": { "file": "imagenet1k/train200k/features/065_siglip2_sm16_384.npy", "metadata": "imagenet1k/train200k/metadata/065_siglip2_sm16_384.json", "shape": [ 200000, 1152 ], "dtype": "float32", "representation": "native SigLIP 2 model(images) [B,D] output after MAP attention pooling" }, "lcs_patch_n10000": { "combined_shape": [ 10000, 576, 1152 ], "dtype": "float16", "blocks": [ { "file": "lcs558k/n10000_seed42plus43/vision/siglip2_sm16_384/part0_seed42.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/siglip2_sm16_384/part0_seed42.json", "shape": [ 5000, 576, 1152 ], "dtype": "float16", "block_index": 0, "combined_row_start": 0, "combined_row_stop": 5000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json", "sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556", "row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5" }, { "file": "lcs558k/n10000_seed42plus43/vision/siglip2_sm16_384/part1_seed43_disjoint.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/siglip2_sm16_384/part1_seed43_disjoint.json", "shape": [ 5000, 576, 1152 ], "dtype": "float16", "block_index": 1, "combined_row_start": 5000, "combined_row_stop": 10000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json", "sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6", "row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de" } ], "sample_manifest": "lcs558k/n10000_seed42plus43/samples/manifest.json" } }, { "tokenizer_id": "siglip2_sm16_512", "source": { "category": "LANG", "display_name": "SigLIP2 So400m/l16 (512)", "upstream_page": [ "https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/image_text/README_siglip2.md" ], "weights": [ "https://storage.googleapis.com/big_vision/siglip2/siglip2_so400m16_512.npz" ], "auxiliary_weights": [], "code": [ "https://github.com/google-research/big_vision" ], "download_notes": "Official direct checkpoint URL." }, "lcs_patch": { "file": "lcs558k/n1000_seed42/vision/siglip2_sm16_512_patch_n1000_seed42.npy", "metadata": "lcs558k/n1000_seed42/vision/siglip2_sm16_512_patch_n1000_seed42.json", "shape": [ 1000, 1024, 1152 ], "dtype": "float16", "feature_layer_provenance": "not_recorded_in_original_audit" }, "imagenet_pooled": { "file": "imagenet1k/train200k/features/066_siglip2_sm16_512.npy", "metadata": "imagenet1k/train200k/metadata/066_siglip2_sm16_512.json", "shape": [ 200000, 1152 ], "dtype": "float32", "representation": "native SigLIP 2 model(images) [B,D] output after MAP attention pooling" }, "lcs_patch_n10000": { "combined_shape": [ 10000, 1024, 1152 ], "dtype": "float16", "blocks": [ { "file": "lcs558k/n10000_seed42plus43/vision/siglip2_sm16_512/part0_seed42.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/siglip2_sm16_512/part0_seed42.json", "shape": [ 5000, 1024, 1152 ], "dtype": "float16", "block_index": 0, "combined_row_start": 0, "combined_row_stop": 5000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json", "sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556", "row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5" }, { "file": "lcs558k/n10000_seed42plus43/vision/siglip2_sm16_512/part1_seed43_disjoint.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/siglip2_sm16_512/part1_seed43_disjoint.json", "shape": [ 5000, 1024, 1152 ], "dtype": "float16", "block_index": 1, "combined_row_start": 5000, "combined_row_stop": 10000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json", "sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6", "row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de" } ], "sample_manifest": "lcs558k/n10000_seed42plus43/samples/manifest.json" } }, { "tokenizer_id": "toklip_l_384", "source": { "category": "DISCRETE", "display_name": "TokLIP-L (384)", "upstream_page": [ "https://huggingface.co/TencentARC/TokLIP" ], "weights": [ "https://huggingface.co/TencentARC/TokLIP/resolve/main/TokLIP_L_384.pt?download=true" ], "auxiliary_weights": [ "https://huggingface.co/peizesun/llamagen_t2i/resolve/main/vq_ds16_t2i.pt?download=true" ], "code": [ "https://github.com/TencentARC/TokLIP" ], "download_notes": "Download TokLIP_L_384.pt and the shared auxiliary tokenizer weight vq_ds16_t2i.pt." }, "lcs_patch": { "file": "lcs558k/n1000_seed42/vision/toklip_l_384_patch_n1000_seed42.npy", "metadata": "lcs558k/n1000_seed42/vision/toklip_l_384_patch_n1000_seed42.json", "shape": [ 1000, 576, 1152 ], "dtype": "float16", "feature_layer_provenance": "not_recorded_in_original_audit" }, "imagenet_pooled": { "file": "imagenet1k/train200k/features/011_toklip_l_384.npy", "metadata": "imagenet1k/train200k/metadata/011_toklip_l_384.json", "shape": [ 200000, 1152 ], "dtype": "float32", "representation": "mean of final normalized TokLIP semantic tokens; forward_head is not used" }, "lcs_patch_n10000": { "combined_shape": [ 10000, 576, 1152 ], "dtype": "float16", "blocks": [ { "file": "lcs558k/n10000_seed42plus43/vision/toklip_l_384/part0_seed42.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/toklip_l_384/part0_seed42.json", "shape": [ 5000, 576, 1152 ], "dtype": "float16", "block_index": 0, "combined_row_start": 0, "combined_row_stop": 5000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json", "sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556", "row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5" }, { "file": "lcs558k/n10000_seed42plus43/vision/toklip_l_384/part1_seed43_disjoint.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/toklip_l_384/part1_seed43_disjoint.json", "shape": [ 5000, 576, 1152 ], "dtype": "float16", "block_index": 1, "combined_row_start": 5000, "combined_row_stop": 10000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json", "sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6", "row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de" } ], "sample_manifest": "lcs558k/n10000_seed42plus43/samples/manifest.json" } }, { "tokenizer_id": "toklip_s_256", "source": { "category": "DISCRETE", "display_name": "TokLIP-S (256)", "upstream_page": [ "https://huggingface.co/TencentARC/TokLIP" ], "weights": [ "https://huggingface.co/TencentARC/TokLIP/resolve/main/TokLIP_S_256.pt?download=true" ], "auxiliary_weights": [ "https://huggingface.co/peizesun/llamagen_t2i/resolve/main/vq_ds16_t2i.pt?download=true" ], "code": [ "https://github.com/TencentARC/TokLIP" ], "download_notes": "Download TokLIP_S_256.pt and the shared auxiliary tokenizer weight vq_ds16_t2i.pt." }, "lcs_patch": { "file": "lcs558k/n1000_seed42/vision/toklip_s_256_patch_n1000_seed42.npy", "metadata": "lcs558k/n1000_seed42/vision/toklip_s_256_patch_n1000_seed42.json", "shape": [ 1000, 256, 1152 ], "dtype": "float16", "feature_layer_provenance": "not_recorded_in_original_audit" }, "imagenet_pooled": { "file": "imagenet1k/train200k/features/012_toklip_s_256.npy", "metadata": "imagenet1k/train200k/metadata/012_toklip_s_256.json", "shape": [ 200000, 1152 ], "dtype": "float32", "representation": "mean of final normalized TokLIP semantic tokens; forward_head is not used" }, "lcs_patch_n10000": { "combined_shape": [ 10000, 256, 1152 ], "dtype": "float16", "blocks": [ { "file": "lcs558k/n10000_seed42plus43/vision/toklip_s_256/part0_seed42.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/toklip_s_256/part0_seed42.json", "shape": [ 5000, 256, 1152 ], "dtype": "float16", "block_index": 0, "combined_row_start": 0, "combined_row_stop": 5000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json", "sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556", "row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5" }, { "file": "lcs558k/n10000_seed42plus43/vision/toklip_s_256/part1_seed43_disjoint.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/toklip_s_256/part1_seed43_disjoint.json", "shape": [ 5000, 256, 1152 ], "dtype": "float16", "block_index": 1, "combined_row_start": 5000, "combined_row_stop": 10000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json", "sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6", "row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de" } ], "sample_manifest": "lcs558k/n10000_seed42plus43/samples/manifest.json" } }, { "tokenizer_id": "uniar_bsq", "source": { "category": "DISCRETE", "display_name": "UniAR-BSQ", "upstream_page": [ "https://huggingface.co/ShareLab-SII/UniAR-SFT/tree/main/bsq_encoder" ], "weights": [ "https://huggingface.co/ShareLab-SII/UniAR-SFT/resolve/main/bsq_encoder/model.safetensors?download=true" ], "auxiliary_weights": [], "code": [ "https://github.com/ShareLab-SII/UniAR" ], "download_notes": "Current official public location. The older local registry recorded FoundationVision/UniAR; keep the full bsq_encoder directory, not only model.safetensors." }, "lcs_patch": { "file": "lcs558k/n1000_seed42/vision/uniar_bsq_patch_n1000_seed42.npy", "metadata": "lcs558k/n1000_seed42/vision/uniar_bsq_patch_n1000_seed42.json", "shape": [ 1000, 1024, 4608 ], "dtype": "float16", "feature_layer_provenance": "legacy_BSQ_deepstack_concatenation_documented_in_recovery" }, "imagenet_pooled": { "file": "imagenet1k/train200k/features/013_uniar_bsq.npy", "metadata": "imagenet1k/train200k/metadata/013_uniar_bsq.json", "shape": [ 200000, 4096 ], "dtype": "float32", "representation": "mean of UniAR block 27 tokens after 64-bit BSQ quantize/dequantize, BSQ output projection, and the official 2x2 patch merger" }, "lcs_patch_n10000": { "combined_shape": [ 10000, 1024, 4608 ], "dtype": "float16", "blocks": [ { "file": "lcs558k/n10000_seed42plus43/vision/uniar_bsq/part0_seed42.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/uniar_bsq/part0_seed42.json", "shape": [ 5000, 1024, 4608 ], "dtype": "float16", "block_index": 0, "combined_row_start": 0, "combined_row_stop": 5000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json", "sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556", "row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5" }, { "file": "lcs558k/n10000_seed42plus43/vision/uniar_bsq/part1_seed43_disjoint.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/uniar_bsq/part1_seed43_disjoint.json", "shape": [ 5000, 1024, 4608 ], "dtype": "float16", "block_index": 1, "combined_row_start": 5000, "combined_row_stop": 10000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json", "sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6", "row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de" } ], "sample_manifest": "lcs558k/n10000_seed42plus43/samples/manifest.json" } }, { "tokenizer_id": "unitok_attn", "source": { "category": "DISCRETE", "display_name": "UniTok-Attn (256)", "upstream_page": [ "https://huggingface.co/FoundationVision/unitok_tokenizer" ], "weights": [ "https://huggingface.co/FoundationVision/unitok_tokenizer/resolve/main/unitok_tokenizer.pth?download=true" ], "auxiliary_weights": [], "code": [ "https://github.com/FoundationVision/UniTok" ], "download_notes": "Official Hugging Face checkpoint file." }, "lcs_patch": { "file": "lcs558k/n1000_seed42/vision/unitok_attn_patch_n1000_seed42.npy", "metadata": "lcs558k/n1000_seed42/vision/unitok_attn_patch_n1000_seed42.json", "shape": [ 1000, 256, 1024 ], "dtype": "float16", "feature_layer_provenance": "not_recorded_in_original_audit" }, "imagenet_pooled": { "file": "imagenet1k/train200k/features/014_unitok_attn.npy", "metadata": "imagenet1k/train200k/metadata/014_unitok_attn.json", "shape": [ 200000, 1024 ], "dtype": "float32", "representation": "quantize/dequantize -> post_quant_proj -> token mean -> fc_norm, before UniTok projection" }, "lcs_patch_n10000": { "combined_shape": [ 10000, 256, 1024 ], "dtype": "float16", "blocks": [ { "file": "lcs558k/n10000_seed42plus43/vision/unitok_attn/part0_seed42.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/unitok_attn/part0_seed42.json", "shape": [ 5000, 256, 1024 ], "dtype": "float16", "block_index": 0, "combined_row_start": 0, "combined_row_stop": 5000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json", "sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556", "row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5" }, { "file": "lcs558k/n10000_seed42plus43/vision/unitok_attn/part1_seed43_disjoint.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/unitok_attn/part1_seed43_disjoint.json", "shape": [ 5000, 256, 1024 ], "dtype": "float16", "block_index": 1, "combined_row_start": 5000, "combined_row_stop": 10000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json", "sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6", "row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de" } ], "sample_manifest": "lcs558k/n10000_seed42plus43/samples/manifest.json" } }, { "tokenizer_id": "vilau_256", "source": { "category": "DISCRETE", "display_name": "VILA-U (256)", "upstream_page": [ "https://huggingface.co/mit-han-lab/vila-u-7b-256" ], "weights": [ "https://huggingface.co/mit-han-lab/vila-u-7b-256/resolve/main/vision_tower/model.safetensors?download=true" ], "auxiliary_weights": [], "code": [ "https://github.com/mit-han-lab/vila-u" ], "download_notes": "Official Hugging Face model; downloading the full repository is safer when config files are required." }, "lcs_patch": { "file": "lcs558k/n1000_seed42/vision/vilau_256_patch_n1000_seed42.npy", "metadata": "lcs558k/n1000_seed42/vision/vilau_256_patch_n1000_seed42.json", "shape": [ 1000, 256, 1024 ], "dtype": "float16", "feature_layer_provenance": "not_recorded_in_original_audit" }, "imagenet_pooled": { "file": "imagenet1k/train200k/features/015_vilau_256.npy", "metadata": "imagenet1k/train200k/metadata/015_vilau_256.json", "shape": [ 200000, 1024 ], "dtype": "float32", "representation": "mean of the penultimate VILA-U SigLIP encoder-block tokens" }, "lcs_patch_n10000": { "combined_shape": [ 10000, 256, 1024 ], "dtype": "float16", "blocks": [ { "file": "lcs558k/n10000_seed42plus43/vision/vilau_256/part0_seed42.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/vilau_256/part0_seed42.json", "shape": [ 5000, 256, 1024 ], "dtype": "float16", "block_index": 0, "combined_row_start": 0, "combined_row_stop": 5000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json", "sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556", "row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5" }, { "file": "lcs558k/n10000_seed42plus43/vision/vilau_256/part1_seed43_disjoint.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/vilau_256/part1_seed43_disjoint.json", "shape": [ 5000, 256, 1024 ], "dtype": "float16", "block_index": 1, "combined_row_start": 5000, "combined_row_stop": 10000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json", "sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6", "row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de" } ], "sample_manifest": "lcs558k/n10000_seed42plus43/samples/manifest.json" } }, { "tokenizer_id": "webssl_dino1b_full2b_224", "source": { "category": "SSL", "display_name": "Web-SSL DINO 1B (224)", "upstream_page": [ "https://huggingface.co/facebook/webssl-dino1b-full2b-224" ], "weights": [], "auxiliary_weights": [], "code": [ "https://github.com/facebookresearch/web-ssl" ], "download_notes": "Multi-file Hugging Face repository; download the complete snapshot." }, "lcs_patch": { "file": "lcs558k/n1000_seed42/vision/webssl_dino1b_full2b_224_patch_n1000_seed42.npy", "metadata": "lcs558k/n1000_seed42/vision/webssl_dino1b_full2b_224_patch_n1000_seed42.json", "shape": [ 1000, 256, 1536 ], "dtype": "float16", "feature_layer_provenance": "not_recorded_in_original_audit" }, "imagenet_pooled": { "file": "imagenet1k/train200k/features/067_webssl_dino1b_full2b_224.npy", "metadata": "imagenet1k/train200k/metadata/067_webssl_dino1b_full2b_224.json", "shape": [ 200000, 1536 ], "dtype": "float32", "representation": "final normalized WebSSL-DINO encoder CLS token" }, "lcs_patch_n10000": { "combined_shape": [ 10000, 256, 1536 ], "dtype": "float16", "blocks": [ { "file": "lcs558k/n10000_seed42plus43/vision/webssl_dino1b_full2b_224/part0_seed42.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/webssl_dino1b_full2b_224/part0_seed42.json", "shape": [ 5000, 256, 1536 ], "dtype": "float16", "block_index": 0, "combined_row_start": 0, "combined_row_stop": 5000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json", "sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556", "row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5" }, { "file": "lcs558k/n10000_seed42plus43/vision/webssl_dino1b_full2b_224/part1_seed43_disjoint.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/webssl_dino1b_full2b_224/part1_seed43_disjoint.json", "shape": [ 5000, 256, 1536 ], "dtype": "float16", "block_index": 1, "combined_row_start": 5000, "combined_row_stop": 10000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json", "sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6", "row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de" } ], "sample_manifest": "lcs558k/n10000_seed42plus43/samples/manifest.json" } }, { "tokenizer_id": "webssl_mae1b_full2b_224", "source": { "category": "SSL", "display_name": "Web-SSL MAE 1B (224)", "upstream_page": [ "https://huggingface.co/facebook/webssl-mae1b-full2b-224" ], "weights": [ "https://huggingface.co/facebook/webssl-mae1b-full2b-224/resolve/main/model.safetensors?download=true" ], "auxiliary_weights": [], "code": [ "https://github.com/facebookresearch/web-ssl" ], "download_notes": "Official Hugging Face model; downloading the full repository is safer when config files are required." }, "lcs_patch": { "file": "lcs558k/n1000_seed42/vision/webssl_mae1b_full2b_224_patch_n1000_seed42.npy", "metadata": "lcs558k/n1000_seed42/vision/webssl_mae1b_full2b_224_patch_n1000_seed42.json", "shape": [ 1000, 256, 1536 ], "dtype": "float16", "feature_layer_provenance": "not_recorded_in_original_audit" }, "imagenet_pooled": { "file": "imagenet1k/train200k/features/068_webssl_mae1b_full2b_224.npy", "metadata": "imagenet1k/train200k/metadata/068_webssl_mae1b_full2b_224.json", "shape": [ 200000, 1536 ], "dtype": "float32", "representation": "final normalized WebSSL-MAE encoder CLS token" }, "lcs_patch_n10000": { "combined_shape": [ 10000, 256, 1536 ], "dtype": "float16", "blocks": [ { "file": "lcs558k/n10000_seed42plus43/vision/webssl_mae1b_full2b_224/part0_seed42.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/webssl_mae1b_full2b_224/part0_seed42.json", "shape": [ 5000, 256, 1536 ], "dtype": "float16", "block_index": 0, "combined_row_start": 0, "combined_row_stop": 5000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json", "sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556", "row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5" }, { "file": "lcs558k/n10000_seed42plus43/vision/webssl_mae1b_full2b_224/part1_seed43_disjoint.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/webssl_mae1b_full2b_224/part1_seed43_disjoint.json", "shape": [ 5000, 256, 1536 ], "dtype": "float16", "block_index": 1, "combined_row_start": 5000, "combined_row_stop": 10000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json", "sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6", "row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de" } ], "sample_manifest": "lcs558k/n10000_seed42plus43/samples/manifest.json" } }, { "tokenizer_id": "webssl_mae300m_full2b_224", "source": { "category": "SSL", "display_name": "Web-SSL MAE 300M (224)", "upstream_page": [ "https://huggingface.co/facebook/webssl-mae300m-full2b-224" ], "weights": [ "https://huggingface.co/facebook/webssl-mae300m-full2b-224/resolve/main/model.safetensors?download=true" ], "auxiliary_weights": [], "code": [ "https://github.com/facebookresearch/web-ssl" ], "download_notes": "Official Hugging Face model; downloading the full repository is safer when config files are required." }, "lcs_patch": { "file": "lcs558k/n1000_seed42/vision/webssl_mae300m_full2b_224_patch_n1000_seed42.npy", "metadata": "lcs558k/n1000_seed42/vision/webssl_mae300m_full2b_224_patch_n1000_seed42.json", "shape": [ 1000, 196, 1024 ], "dtype": "float16", "feature_layer_provenance": "not_recorded_in_original_audit" }, "imagenet_pooled": { "file": "imagenet1k/train200k/features/069_webssl_mae300m_full2b_224.npy", "metadata": "imagenet1k/train200k/metadata/069_webssl_mae300m_full2b_224.json", "shape": [ 200000, 1024 ], "dtype": "float32", "representation": "final normalized WebSSL-MAE encoder CLS token" }, "lcs_patch_n10000": { "combined_shape": [ 10000, 196, 1024 ], "dtype": "float16", "blocks": [ { "file": "lcs558k/n10000_seed42plus43/vision/webssl_mae300m_full2b_224/part0_seed42.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/webssl_mae300m_full2b_224/part0_seed42.json", "shape": [ 5000, 196, 1024 ], "dtype": "float16", "block_index": 0, "combined_row_start": 0, "combined_row_stop": 5000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part0_seed42/manifest.json", "sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556", "row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5" }, { "file": "lcs558k/n10000_seed42plus43/vision/webssl_mae300m_full2b_224/part1_seed43_disjoint.npy", "metadata": "lcs558k/n10000_seed42plus43/vision/webssl_mae300m_full2b_224/part1_seed43_disjoint.json", "shape": [ 5000, 196, 1024 ], "dtype": "float16", "block_index": 1, "combined_row_start": 5000, "combined_row_stop": 10000, "sample_manifest": "lcs558k/n10000_seed42plus43/samples/part1_seed43_disjoint/manifest.json", "sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6", "row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de" } ], "sample_manifest": "lcs558k/n10000_seed42plus43/samples/manifest.json" } }, { "tokenizer_id": "webssl_mae3b_full2b_224", "source": { "category": "SSL", "display_name": "Web-SSL MAE 3B (224)", "upstream_page": [ "https://huggingface.co/facebook/webssl-mae3b-full2b-224" ], "weights": [], "auxiliary_weights": [], "code": [ "https://github.com/facebookresearch/web-ssl" ], "download_notes": "Sharded or multi-file Hugging Face model; 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