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llm-compression-analysis

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llm-compression-analysis
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{
  "results": [
    {
      "model": "microsoft/phi-4",
      "size_gb": 29.32,
      "exp_entropy": 2.5674,
      "mlp_entropy": 2.5571,
      "attn_entropy": 2.6105,
      "emb_entropy": 2.5688,
      "mantissa_entropy": 6.9692,
      "huffman_pct": 33.68,
      "mlp_huffman_pct": 33.74,
      "attn_huffman_pct": 33.46,
      "palette_pct": 24.75,
      "top16_cov": 0.999895,
      "verbatim_rows": 0.006284,
      "mlp_verbatim": 0.005745,
      "attn_verbatim": 0.008469,
      "mlp_frac": 0.7511,
      "mlp_only_pct": 25.34,
      "time_s": 467.6
    },
    {
      "model": "deepseek-ai/DeepSeek-R1-Distill-Qwen-14B",
      "size_gb": 29.54,
      "exp_entropy": 2.6465,
      "mlp_entropy": 2.6491,
      "attn_entropy": 2.6206,
      "emb_entropy": 2.68,
      "mantissa_entropy": 6.9718,
      "huffman_pct": 33.2,
      "mlp_huffman_pct": 33.17,
      "attn_huffman_pct": 33.41,
      "palette_pct": 24.44,
      "top16_cov": 0.999574,
      "verbatim_rows": 0.018554,
      "mlp_verbatim": 0.015661,
      "attn_verbatim": 0.009672,
      "mlp_frac": 0.6901,
      "mlp_only_pct": 22.89,
      "time_s": 373.4
    }
  ],
  "failures": []
}