Ornith-1.0-9B-Ollama-fixed-GGUF / metrics /quant-summary-with-kld.json
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Add full GGUF ladder (IQ4_XS/Q3/Q4/Q5/Q6) + KLD metrics + imatrix + provenance
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{
"reference": "Q8_0 (near-lossless; BF16 convert unsupported for qwen3_5 SSM layers)",
"eval": "KLD/PPL over 68 chunks n_ctx=512 (kld_corpus.txt)",
"q8_ppl": 4.6048,
"quants": [
{
"name": "IQ4_XS",
"file": "Ornith-1.0-9B-IQ4_XS.gguf",
"size_bytes": 5196440576,
"size_gb_decimal": 5.2,
"size_gib": 4.84,
"kld_mean": 0.022888,
"kld_median": 0.007881,
"kld_max": 10.517288,
"top1_match_pct": 94.418,
"ppl": 4.660656,
"ppl_ratio_vs_q8": 1.012611,
"ppl_delta_vs_q8": 0.058044
},
{
"name": "Q3_K_M",
"file": "Ornith-1.0-9B-Q3_K_M.gguf",
"size_bytes": 4623524640,
"size_gb_decimal": 4.62,
"size_gib": 4.31,
"kld_mean": 0.121935,
"kld_median": 0.046875,
"kld_max": 30.793198,
"top1_match_pct": 86.54,
"ppl": 5.072865,
"ppl_ratio_vs_q8": 1.102171,
"ppl_delta_vs_q8": 0.470254
},
{
"name": "Q4_K_M",
"file": "Ornith-1.0-9B-Q4_K_M.gguf",
"size_bytes": 5629109024,
"size_gb_decimal": 5.63,
"size_gib": 5.24,
"kld_mean": 0.037896,
"kld_median": 0.013508,
"kld_max": 21.195776,
"top1_match_pct": 92.243,
"ppl": 4.636534,
"ppl_ratio_vs_q8": 1.00737,
"ppl_delta_vs_q8": 0.033923
},
{
"name": "Q5_K_M",
"file": "Ornith-1.0-9B-Q5_K_M.gguf",
"size_bytes": 6467969824,
"size_gb_decimal": 6.47,
"size_gib": 6.02,
"kld_mean": 0.013269,
"kld_median": 0.003714,
"kld_max": 16.121574,
"top1_match_pct": 95.882,
"ppl": 4.652569,
"ppl_ratio_vs_q8": 1.010854,
"ppl_delta_vs_q8": 0.049957
},
{
"name": "Q6_K",
"file": "Ornith-1.0-9B-Q6_K.gguf",
"size_bytes": 7359259424,
"size_gb_decimal": 7.36,
"size_gib": 6.85,
"kld_mean": 0.004541,
"kld_median": 0.001362,
"kld_max": 5.825598,
"top1_match_pct": 97.543,
"ppl": 4.605312,
"ppl_ratio_vs_q8": 1.000587,
"ppl_delta_vs_q8": 0.002701
},
{
"name": "Q8_0",
"file": "Ornith-1.0-9B-Q8_0.gguf",
"size_bytes": 9527501600,
"size_gb_decimal": 9.53,
"size_gib": 8.87,
"ppl": 4.6048,
"top1_match_pct": 100.0,
"kld_mean": 0.0,
"ppl_ratio_vs_q8": 1.0,
"ppl_delta_vs_q8": 0.0
}
]
}