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Qwen2.5-72B-Instruct
Quant Size (MB) PPL Size (%) Accuracy (%) PPL error rate
IQ1_S 21640 7.6552 0.10700
IQ1_M 22641 7.2982 0.10210
IQ2_XXS 24310 6.3958 0.08698
IQ2_XS 25805 6.0909 0.08248
IQ2_S 26645 6.0318 0.08180
IQ2_M 27980 5.7589 0.07721
Q2_K_S 28200 5.9731 0.08266
Q2_K 28431 5.9188 0.08204
IQ3_XXS 30370 5.5227 0.07426
IQ3_XS 31321 5.4357 0.07228
IQ3_S 32891 5.3782 0.07153
Q3_K_S 32891 5.4492 0.07429
IQ3_M 33859 5.3550 0.07069
Q3_K_M 35953 5.4069 0.07356
Q3_K_L 37676 5.4116 0.07371
IQ4_XS 37870 5.2776 0.07108
IQ4_NL 39402 5.2747 0.07099
Q4_0 39467 5.2998 0.07117
Q4_K_S 41857 5.2535 0.07066
Q4_1 43581 5.2801 0.07092
Q4_K_M 45220 5.2478 0.07054
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