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| Quant | Size (MB) | PPL | Size (%) | Accuracy (%) | PPL error rate |
| ------ | --------- | ------- | -------- | ------------ | -------------- |
| IQ1_S | 1815 | 18.3139 | 12.49 | 50.82 | 0.29 |
| IQ1_M | 1947 | 14.7056 | 13.40 | 63.29 | 0.24 |
| IQ2_XXS | 2167 | 12.3126 | 14.91 | 75.59 | 0.20 |
| IQ2_XS | 2354 | 11.0302 | 16.20 | 84.38 | 0.17 |
| IQ2_S | 2475 | 10.7236 | 17.03 | 86.79 | 0.17 |
| IQ2_M | 2651 | 10.3509 | 18.24 | 89.92 | 0.16 |
| Q2_K_S | 2702 | 10.6991 | 18.59 | 86.99 | 0.17 |
| Q2_K | 2876 | 10.3696 | 19.79 | 89.75 | 0.16 |
| IQ3_XXS | 2970 | 9.8351 | 20.44 | 94.63 | 0.15 |
| IQ3_XS | 3191 | 9.5737 | 21.96 | 97.21 | 0.15 |
| Q3_K_S | 3330 | 9.7610 | 22.92 | 95.35 | 0.15 |
| IQ3_S | 3337 | 9.5520 | 22.96 | 97.44 | 0.15 |
| IQ3_M | 3408 | 9.5248 | 23.45 | 97.71 | 0.15 |
| Q3_K_M | 3631 | 9.6151 | 24.99 | 96.80 | 0.15 |
| Q3_K_L | 3899 | 9.5675 | 26.83 | 97.28 | 0.15 |
| IQ4_XS | 4023 | 9.3942 | 27.68 | 99.07 | 0.15 |
| IQ4_NL | 4232 | 9.3991 | 29.12 | 99.02 | 0.15 |
| Q4_0 | 4238 | 9.4483 | 29.17 | 98.50 | 0.15 |
| Q4_K_S | 4251 | 9.3869 | 29.25 | 99.15 | 0.15 |
| Q4_K_M | 4466 | 9.3699 | 30.73 | 99.33 | 0.15 |
| Q4_1 | 4647 | 9.3797 | 31.98 | 99.22 | 0.15 |
| Q5_K_S | 5068 | 9.3144 | 34.88 | 99.92 | 0.14 |
| Q5_0 | 5081 | 9.3419 | 34.97 | 99.63 | 0.14 |
| Q5_K_M | 5192 | 9.3152 | 35.73 | 99.91 | 0.14 |
| Q5_1 | 5490 | 9.3111 | 37.78 | 99.96 | 0.14 |
| Q6_K | 5964 | 9.3168 | 41.04 | 99.89 | 0.14 |
| Q8_0 | 7723 | 9.3061 | 53.15 | 100.01 | 0.14 |
| F16 | 14531 | 9.3071 | 100 | 100 | 0.14 |