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perplexity.md
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Qwen2.5-32B-Instruct
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Quant Size (MB) PPL Size (%) Accuracy (%) PPL error rate
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IQ1_S 6938 12.2991 0.08384
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IQ1_M 7565 10.2638 0.06990
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IQ2_XS 9497 7.3601 0.04846
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IQ2_S 9907 7.2397 0.04762
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IQ2_M 10743 6.7268 0.04354
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Q2_K_S 10956 6.9981 0.04644
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Q2_K 11743 6.6603 0.04324
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IQ3_XXS 12245 6.1570 0.03929
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IQ3_XS 13071 6.0366 0.03833
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Q3_K_S 13726 6.0878 0.03872
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IQ3_S 13769 5.9886 0.03816
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IQ3_M 14125 5.9942 0.03802
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Q3_K_M 15197 5.8008 0.03677
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Q3_K_L 16449 5.7812 0.03667
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IQ4_XS 16874 5.6502 0.03586
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IQ4_NL 17817 5.6408 0.03575
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Q4_0 17845 5.6946 0.03599
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Q4_K_S 17915 5.6367 0.03561
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Q4_K_M 18932 5.6224 0.03554
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