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| <title>Transformers Modular Model Dependencies</title> |
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| <body> |
| <div id="legend">🟡 base model (HF icon)<br>🔵 derived modular model<br>Edge label: #classes imported</div> |
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| "source": "llama", |
| "target": "phi", |
| "label": "8 classes" |
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| { |
| "source": "qwen2_vl", |
| "target": "qwen2_5_vl", |
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| { |
| "source": "ernie4_5", |
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| { |
| "source": "llama", |
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| { |
| "source": "mixtral", |
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| "label": "2 classes" |
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| { |
| "source": "qwen3_moe", |
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| { |
| "source": "llama", |
| "target": "mistral", |
| "label": "10 classes" |
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| { |
| "source": "llama", |
| "target": "gpt_neox", |
| "label": "4 classes" |
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| { |
| "source": "mistral", |
| "target": "phi3", |
| "label": "7 classes" |
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| { |
| "source": "wav2vec2", |
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| "label": "9 classes" |
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| { |
| "source": "llama", |
| "target": "olmo", |
| "label": "8 classes" |
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| { |
| "source": "gemma", |
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| { |
| "source": "granite", |
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| { |
| "source": "llama", |
| "target": "helium", |
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| { |
| "source": "gemma", |
| "target": "bitnet", |
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| { |
| "source": "llama", |
| "target": "bitnet", |
| "label": "7 classes" |
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| { |
| "source": "maskformer", |
| "target": "mask2former", |
| "label": "1 classes" |
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| { |
| "source": "jamba", |
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| "label": "1 classes" |
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| { |
| "source": "llama", |
| "target": "falcon_h1", |
| "label": "7 classes" |
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| { |
| "source": "mamba2", |
| "target": "falcon_h1", |
| "label": "4 classes" |
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| { |
| "source": "llava", |
| "target": "got_ocr2", |
| "label": "6 classes" |
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| { |
| "source": "sam", |
| "target": "got_ocr2", |
| "label": "5 classes" |
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| { |
| "source": "esm", |
| "target": "evolla", |
| "label": "9 classes" |
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| { |
| "source": "llama", |
| "target": "evolla", |
| "label": "6 classes" |
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| { |
| "source": "gemma2", |
| "target": "gemma3n", |
| "label": "6 classes" |
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| { |
| "source": "gemma3", |
| "target": "gemma3n", |
| "label": "6 classes" |
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| { |
| "source": "paligemma", |
| "target": "gemma3n", |
| "label": "4 classes" |
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| { |
| "source": "timm_wrapper", |
| "target": "gemma3n", |
| "label": "1 classes" |
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| { |
| "source": "llama", |
| "target": "csm", |
| "label": "8 classes" |
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| { |
| "source": "owlvit", |
| "target": "owlv2", |
| "label": "1 classes" |
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| { |
| "source": "llama", |
| "target": "zamba2", |
| "label": "2 classes" |
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| { |
| "source": "mamba2", |
| "target": "zamba2", |
| "label": "3 classes" |
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| { |
| "source": "zamba", |
| "target": "zamba2", |
| "label": "10 classes" |
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| { |
| "source": "blip", |
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| "label": "1 classes" |
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| { |
| "source": "blip_2", |
| "target": "janus", |
| "label": "1 classes" |
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| { |
| "source": "chameleon", |
| "target": "janus", |
| "label": "6 classes" |
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| { |
| "source": "idefics", |
| "target": "janus", |
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| { |
| "source": "llama", |
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| { |
| "source": "siglip", |
| "target": "janus", |
| "label": "4 classes" |
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| { |
| "source": "wav2vec2", |
| "target": "wav2vec2_conformer", |
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| { |
| "source": "clip", |
| "target": "mlcd", |
| "label": "7 classes" |
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| { |
| "source": "llama", |
| "target": "mlcd", |
| "label": "1 classes" |
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| { |
| "source": "qwen2_vl", |
| "target": "mlcd", |
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| { |
| "source": "gemma2", |
| "target": "gemma3", |
| "label": "10 classes" |
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| { |
| "source": "paligemma", |
| "target": "gemma3", |
| "label": "4 classes" |
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| { |
| "source": "instructblip", |
| "target": "instructblipvideo", |
| "label": "9 classes" |
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| { |
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| { |
| "source": "glm4", |
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| { |
| "source": "qwen2_5_vl", |
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| { |
| "source": "llama", |
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| "label": "10 classes" |
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| { |
| "source": "olmo2", |
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| { |
| "source": "cohere", |
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| "label": "1 classes" |
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| { |
| "source": "deepseek_v3", |
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| { |
| "source": "gpt_neox", |
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| { |
| "source": "detr", |
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| "label": "1 classes" |
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| { |
| "source": "detr", |
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| { |
| "source": "gemma", |
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| "label": "1 classes" |
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| { |
| "source": "llama", |
| "target": "qwen3", |
| "label": "1 classes" |
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| { |
| "source": "qwen2", |
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| { |
| "source": "llava_next", |
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| { |
| "source": "llava_next_video", |
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| { |
| "source": "llava", |
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| { |
| "source": "detr", |
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| { |
| "source": "llava", |
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| "label": "5 classes" |
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| { |
| "source": "wav2vec2", |
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| { |
| "source": "llama", |
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| { |
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| { |
| "source": "llama", |
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| { |
| "source": "phi4_multimodal", |
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| { |
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| { |
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| { |
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| { |
| "source": "llama", |
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| { |
| "source": "mimi", |
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| { |
| "source": "llama", |
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| { |
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| { |
| "source": "granitemoe", |
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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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| { |
| "source": "siglip", |
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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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| { |
| "source": "llava_next", |
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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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| { |
| "source": "wav2vec2", |
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| { |
| "source": "wav2vec2", |
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| { |
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| { |
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| { |
| "source": "rt_detr", |
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| { |
| "source": "rt_detr_v2", |
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| { |
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| { |
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| { |
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| { |
| "source": "llama", |
| "target": "aria", |
| "label": "8 classes" |
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| { |
| "source": "llava", |
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| { |
| "source": "llava_next", |
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| "label": "1 classes" |
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| { |
| "source": "siglip", |
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| { |
| "source": "llama", |
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| { |
| "source": "nemotron", |
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| "label": "1 classes" |
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| { |
| "source": "mamba", |
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| { |
| "source": "llama", |
| "target": "deepseek_v2", |
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| { |
| "source": "llama4", |
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| { |
| "source": "bart", |
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| { |
| "source": "time_series_transformer", |
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| { |
| "source": "colpali", |
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| { |
| "source": "bamba", |
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| "label": "4 classes" |
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| { |
| "source": "granitemoeshared", |
| "target": "granitemoehybrid", |
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| { |
| "source": "bart", |
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| "label": "5 classes" |
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| { |
| "source": "bigbird_pegasus", |
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| "label": "1 classes" |
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| { |
| "source": "mbart", |
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| "label": "1 classes" |
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| { |
| "source": "llama", |
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| "label": "4 classes" |
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| { |
| "source": "mixtral", |
| "target": "qwen3_moe", |
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| { |
| "source": "qwen2_moe", |
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| "label": "1 classes" |
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| { |
| "source": "qwen3", |
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| "label": "1 classes" |
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| { |
| "source": "clip", |
| "target": "internvl", |
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| { |
| "source": "janus", |
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| { |
| "source": "llama", |
| "target": "internvl", |
| "label": "1 classes" |
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| { |
| "source": "llava", |
| "target": "internvl", |
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| { |
| "source": "glm", |
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| "label": "1 classes" |
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| { |
| "source": "llama", |
| "target": "ernie4_5", |
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| { |
| "source": "dinov2", |
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| { |
| "source": "mask2former", |
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| { |
| "source": "siglip", |
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| { |
| "source": "vit", |
| "target": "eomt", |
| "label": "1 classes" |
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| { |
| "source": "llama", |
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| { |
| "source": "phi3", |
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| "label": "1 classes" |
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| { |
| "source": "llama", |
| "target": "deepseek_v3", |
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| { |
| "source": "jamba", |
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| { |
| "source": "llama", |
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| { |
| "source": "mamba2", |
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| { |
| "source": "llama", |
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| { |
| "source": "olmo", |
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| { |
| "source": "clip", |
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| "label": "3 classes" |
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| { |
| "source": "llama", |
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| { |
| "source": "siglip", |
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| { |
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| { |
| "source": "llama", |
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| { |
| "source": "mistral", |
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| { |
| "source": "rt_detr", |
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| { |
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| { |
| "source": "llama", |
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| { |
| "source": "qwen2", |
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| { |
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| { |
| "source": "gemma2", |
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| { |
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| { |
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| { |
| "source": "wav2vec2", |
| "target": "unispeech_sat", |
| "label": "11 classes" |
| }, |
| { |
| "source": "llama", |
| "target": "qwen2", |
| "label": "10 classes" |
| }, |
| { |
| "source": "mistral", |
| "target": "qwen2", |
| "label": "1 classes" |
| }, |
| { |
| "source": "llama", |
| "target": "cohere", |
| "label": "6 classes" |
| }, |
| { |
| "source": "llama", |
| "target": "qwen2_5_omni", |
| "label": "1 classes" |
| }, |
| { |
| "source": "qwen2_5_vl", |
| "target": "qwen2_5_omni", |
| "label": "8 classes" |
| }, |
| { |
| "source": "qwen2_audio", |
| "target": "qwen2_5_omni", |
| "label": "2 classes" |
| }, |
| { |
| "source": "qwen2_vl", |
| "target": "qwen2_5_omni", |
| "label": "1 classes" |
| }, |
| { |
| "source": "dinov2", |
| "target": "dinov2_with_registers", |
| "label": "6 classes" |
| } |
| ] |
| }; |
| const hfLogoPath = "M21.2,6.7c-0.2-0.2-0.5-0.3-0.8-0.3H3.6C3.3,6.4,3,6.5,2.8,6.7s-0.3,0.5-0.3,0.8v10.8c0,0.3,0.1,0.5,0.3,0.8 c0.2,0.2,0.5,0.3,0.8,0.3h16.8c0.3,0,0.5-0.1,0.8-0.3c0.2-0.2,0.3-0.5,0.3-0.8V7.5C21.5,7.2,21.4,6.9,21.2,6.7z M12,17.8L5.9,9.4h3.1 V8.3h6v1.1h3.1L12,17.8z"; |
| |
| const width = window.innerWidth; |
| const height = window.innerHeight; |
| |
| const svg = d3.select('#dependency-graph') |
| .call( |
| d3.zoom().on('zoom', (event) => { |
| g.attr('transform', event.transform); |
| }) |
| ); |
| |
| const g = svg.append('g'); |
| |
| |
| const simulation = d3.forceSimulation(graphData.nodes) |
| .force('link', d3.forceLink(graphData.links).id(d => d.id).distance(500)) |
| .force('charge', d3.forceManyBody().strength(-500)) |
| .force('center', d3.forceCenter(width / 2, height / 2)) |
| .force('collide', d3.forceCollide(0.01 * parseFloat(getComputedStyle(document.documentElement).getPropertyValue('--base‑size')))); |
| |
| |
| const link = g.append('g') |
| .selectAll('line') |
| .data(graphData.links) |
| .join('line') |
| .attr('class', 'link') |
| .attr('stroke-width', 1.5); |
| |
| |
| const linkLabel = g.append('g') |
| .selectAll('text') |
| .data(graphData.links) |
| .join('text') |
| .attr('class', 'link-label') |
| .text(d => d.label); |
| |
| |
| const node = g.append('g') |
| .selectAll('g') |
| .data(graphData.nodes) |
| .join('g') |
| .attr('class', d => d.is_base ? 'node base' : 'node derived') |
| .call(d3.drag() |
| .on('start', dragstarted) |
| .on('drag', dragged) |
| .on('end', dragended) |
| ); |
| |
| |
| node.filter(d => d.is_base) |
| .append('circle') |
| .attr('r', parseFloat(getComputedStyle(document.documentElement).getPropertyValue('--base‑size')) / 2) |
| .attr('fill', '#FFD21E') |
| .attr('stroke', '#FF9D00') |
| .attr('stroke-width', 3); |
| |
| |
| node.filter(d => d.is_base) |
| .append('text') |
| .attr('text-anchor', 'middle') |
| .attr('dy', '0.35em') |
| .style('font-size', '24px') |
| .text('🤗'); |
| |
| |
| node.filter(d => d.is_base) |
| .append('text') |
| .attr('class', 'node-label') |
| .attr('y', parseFloat(getComputedStyle(document.documentElement).getPropertyValue('--base‑size')) / 2 + 8) |
| .style('font-size', '40px') |
| .text(d => d.id); |
| |
| |
| const derived = node.filter(d => !d.is_base); |
| |
| derived.append('circle') |
| .attr('r', d => 20 * d.size); |
| |
| const labelGroup = derived.append('g').attr('class', 'label-group'); |
| labelGroup.append('rect') |
| .attr('x', -45) |
| .attr('y', -18) |
| .attr('width', 90) |
| .attr('height', 36) |
| .attr('rx', 8) |
| .attr('fill', '#fffbe6') |
| .attr('stroke', '#ccc'); |
| labelGroup.append('text') |
| .attr('class', 'node-label') |
| .attr('dy', '0.35em') |
| .style('font-size', '18px') |
| .text(d => d.id); |
| |
| |
| simulation.on('tick', () => { |
| link.attr('x1', d => d.source.x) |
| .attr('y1', d => d.source.y) |
| .attr('x2', d => d.target.x) |
| .attr('y2', d => d.target.y); |
| |
| linkLabel.attr('x', d => (d.source.x + d.target.x) / 2) |
| .attr('y', d => (d.source.y + d.target.y) / 2); |
| |
| node.attr('transform', d => `translate(${d.x}, ${d.y})`); |
| }); |
| |
| |
| function dragstarted(event, d) { |
| if (!event.active) simulation.alphaTarget(0.3).restart(); |
| d.fx = d.x; d.fy = d.y; |
| } |
| function dragged(event, d) { |
| d.fx = event.x; d.fy = event.y; |
| } |
| function dragended(event, d) { |
| if (!event.active) simulation.alphaTarget(0); |
| d.fx = null; d.fy = null; |
| } |
| </script> |
| </body> |
| </html> |
|
|
