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| "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": "lcs-1k/vision/siglip2_sm16_512_patch_n1000_seed42.npy", |
| "metadata": "lcs-1k/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": "imagenet-200k/features/066_siglip2_sm16_512.npy", |
| "metadata": "imagenet-200k/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": "lcs-10k/vision/siglip2_sm16_512/part0_seed42.npy", |
| "metadata": "lcs-10k/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": "lcs-10k/samples/part0_seed42/manifest.json", |
| "sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556", |
| "row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5" |
| }, |
| { |
| "file": "lcs-10k/vision/siglip2_sm16_512/part1_seed43_disjoint.npy", |
| "metadata": "lcs-10k/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": "lcs-10k/samples/part1_seed43_disjoint/manifest.json", |
| "sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6", |
| "row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de" |
| } |
| ], |
| "sample_manifest": "lcs-10k/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": "lcs-1k/vision/toklip_l_384_patch_n1000_seed42.npy", |
| "metadata": "lcs-1k/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": "imagenet-200k/features/011_toklip_l_384.npy", |
| "metadata": "imagenet-200k/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": "lcs-10k/vision/toklip_l_384/part0_seed42.npy", |
| "metadata": "lcs-10k/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": "lcs-10k/samples/part0_seed42/manifest.json", |
| "sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556", |
| "row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5" |
| }, |
| { |
| "file": "lcs-10k/vision/toklip_l_384/part1_seed43_disjoint.npy", |
| "metadata": "lcs-10k/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": "lcs-10k/samples/part1_seed43_disjoint/manifest.json", |
| "sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6", |
| "row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de" |
| } |
| ], |
| "sample_manifest": "lcs-10k/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": "lcs-1k/vision/toklip_s_256_patch_n1000_seed42.npy", |
| "metadata": "lcs-1k/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": "imagenet-200k/features/012_toklip_s_256.npy", |
| "metadata": "imagenet-200k/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": "lcs-10k/vision/toklip_s_256/part0_seed42.npy", |
| "metadata": "lcs-10k/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": "lcs-10k/samples/part0_seed42/manifest.json", |
| "sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556", |
| "row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5" |
| }, |
| { |
| "file": "lcs-10k/vision/toklip_s_256/part1_seed43_disjoint.npy", |
| "metadata": "lcs-10k/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": "lcs-10k/samples/part1_seed43_disjoint/manifest.json", |
| "sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6", |
| "row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de" |
| } |
| ], |
| "sample_manifest": "lcs-10k/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": "lcs-1k/vision/uniar_bsq_patch_n1000_seed42.npy", |
| "metadata": "lcs-1k/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": "imagenet-200k/features/013_uniar_bsq.npy", |
| "metadata": "imagenet-200k/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": "lcs-10k/vision/uniar_bsq/part0_seed42.npy", |
| "metadata": "lcs-10k/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": "lcs-10k/samples/part0_seed42/manifest.json", |
| "sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556", |
| "row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5" |
| }, |
| { |
| "file": "lcs-10k/vision/uniar_bsq/part1_seed43_disjoint.npy", |
| "metadata": "lcs-10k/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": "lcs-10k/samples/part1_seed43_disjoint/manifest.json", |
| "sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6", |
| "row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de" |
| } |
| ], |
| "sample_manifest": "lcs-10k/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": "lcs-1k/vision/unitok_attn_patch_n1000_seed42.npy", |
| "metadata": "lcs-1k/vision/unitok_attn_patch_n1000_seed42.json", |
| "shape": [ |
| 1000, |
| 256, |
| 1024 |
| ], |
| "dtype": "float16", |
| "feature_layer_provenance": "not_recorded_in_original_audit" |
| }, |
| "imagenet_pooled": { |
| "file": "imagenet-200k/features/014_unitok_attn.npy", |
| "metadata": "imagenet-200k/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": "lcs-10k/vision/unitok_attn/part0_seed42.npy", |
| "metadata": "lcs-10k/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": "lcs-10k/samples/part0_seed42/manifest.json", |
| "sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556", |
| "row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5" |
| }, |
| { |
| "file": "lcs-10k/vision/unitok_attn/part1_seed43_disjoint.npy", |
| "metadata": "lcs-10k/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": "lcs-10k/samples/part1_seed43_disjoint/manifest.json", |
| "sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6", |
| "row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de" |
| } |
| ], |
| "sample_manifest": "lcs-10k/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": "lcs-1k/vision/vilau_256_patch_n1000_seed42.npy", |
| "metadata": "lcs-1k/vision/vilau_256_patch_n1000_seed42.json", |
| "shape": [ |
| 1000, |
| 256, |
| 1024 |
| ], |
| "dtype": "float16", |
| "feature_layer_provenance": "not_recorded_in_original_audit" |
| }, |
| "imagenet_pooled": { |
| "file": "imagenet-200k/features/015_vilau_256.npy", |
| "metadata": "imagenet-200k/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": "lcs-10k/vision/vilau_256/part0_seed42.npy", |
| "metadata": "lcs-10k/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": "lcs-10k/samples/part0_seed42/manifest.json", |
| "sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556", |
| "row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5" |
| }, |
| { |
| "file": "lcs-10k/vision/vilau_256/part1_seed43_disjoint.npy", |
| "metadata": "lcs-10k/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": "lcs-10k/samples/part1_seed43_disjoint/manifest.json", |
| "sample_manifest_sha256": "fe01404233c36e4aa7f17a144a206217e201101c31fe6ba02285a2af70a26af6", |
| "row_order_source_indices_sha256": "a348e5fbd4d433b25aa11692e510d3e9fca6673e89f2ebafa461bf3760ede2de" |
| } |
| ], |
| "sample_manifest": "lcs-10k/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": "lcs-1k/vision/webssl_dino1b_full2b_224_patch_n1000_seed42.npy", |
| "metadata": "lcs-1k/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": "imagenet-200k/features/067_webssl_dino1b_full2b_224.npy", |
| "metadata": "imagenet-200k/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": "lcs-10k/vision/webssl_dino1b_full2b_224/part0_seed42.npy", |
| "metadata": "lcs-10k/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": "lcs-10k/samples/part0_seed42/manifest.json", |
| "sample_manifest_sha256": "153baed81a52c537e9ad8663778de9dc7bfac459d94480946e5544ffe7bfe556", |
| "row_order_source_indices_sha256": "60818355591212083d6b0b1d3cc31e705102f2d5c5ccbdbad52417931bb156f5" |
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