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{
"results": [
{
"model": "HuggingFaceTB/SmolLM2-1.7B",
"size_gb": 3.42,
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"time_s": 46.8
},
{
"model": "Qwen/Qwen3-0.6B",
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"attn_entropy": 2.6736,
"emb_entropy": 2.5863,
"mantissa_entropy": 6.9729,
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"attn_huffman_pct": 33.06,
"palette_pct": 24.69,
"top16_cov": 0.999865,
"verbatim_rows": 0.008355,
"mlp_verbatim": 0.008413,
"attn_verbatim": 0.010869,
"mlp_frac": 0.3516,
"mlp_only_pct": 11.74,
"time_s": 20.3
},
{
"model": "Qwen/Qwen3-4B",
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"exp_entropy": 2.624,
"mlp_entropy": 2.6293,
"attn_entropy": 2.6217,
"emb_entropy": 2.5931,
"mantissa_entropy": 6.9725,
"huffman_pct": 33.35,
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"mlp_verbatim": 0.00909,
"attn_verbatim": 0.009036,
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"mlp_only_pct": 22.28,
"time_s": 108.6
},
{
"model": "deepseek-ai/DeepSeek-R1-Distill-Qwen-7B",
"size_gb": 15.23,
"exp_entropy": 2.6299,
"mlp_entropy": 2.6077,
"attn_entropy": 2.6297,
"emb_entropy": 2.7463,
"mantissa_entropy": 6.9708,
"huffman_pct": 33.36,
"mlp_huffman_pct": 33.5,
"attn_huffman_pct": 33.33,
"palette_pct": 24.61,
"top16_cov": 0.999684,
"verbatim_rows": 0.01153,
"mlp_verbatim": 0.008837,
"attn_verbatim": 0.009992,
"mlp_frac": 0.7489,
"mlp_only_pct": 25.09,
"time_s": 201.6
}
],
"failures": [
{
"model": "google/gemma-3-4b-pt",
"error": "403 Client Error. (Request ID: Root=1-69e795ba-449280e969a231201e6a48ee;a2aebf99-596b-4757-b64c-5e8f7cead780)\n\nCannot access gated repo for url https://huggingface.co/google/gemma-3-4b-pt/resolve/main/model-00001-of-00002.safetensors.\nAccess to model google/gemma-3-4b-pt is restricted and you are not in the authorized list. Visit https://huggingface.co/google/gemma-3-4b-pt to ask for access."
}
]
}