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llm-compression-analysis

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llm-compression-analysis
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{
  "results": [
    {
      "model": "meta-llama/Llama-3.1-8B",
      "size_gb": 16.06,
      "exp_entropy": 2.5825,
      "mlp_entropy": 2.5683,
      "attn_entropy": 2.638,
      "emb_entropy": 2.5888,
      "mantissa_entropy": 6.9723,
      "huffman_pct": 33.64,
      "mlp_huffman_pct": 33.73,
      "attn_huffman_pct": 33.28,
      "palette_pct": 24.67,
      "top16_cov": 0.999807,
      "verbatim_rows": 0.009467,
      "mlp_verbatim": 0.006501,
      "attn_verbatim": 0.010215,
      "mlp_frac": 0.702,
      "mlp_only_pct": 23.68,
      "time_s": 323.9
    },
    {
      "model": "Qwen/Qwen3-8B",
      "size_gb": 16.38,
      "exp_entropy": 2.6378,
      "mlp_entropy": 2.6509,
      "attn_entropy": 2.6085,
      "emb_entropy": 2.6168,
      "mantissa_entropy": 6.9727,
      "huffman_pct": 33.32,
      "mlp_huffman_pct": 33.24,
      "attn_huffman_pct": 33.48,
      "palette_pct": 24.59,
      "top16_cov": 0.999781,
      "verbatim_rows": 0.012286,
      "mlp_verbatim": 0.014525,
      "attn_verbatim": 0.008545,
      "mlp_frac": 0.6637,
      "mlp_only_pct": 22.06,
      "time_s": 332.7
    }
  ],
  "failures": []
}