File size: 2,274 Bytes
5e81a72
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
| Quant  | Size (MB) | PPL     | Size (%) | Accuracy (%) | PPL error rate |
| ------ | --------- | ------- | -------- | ------------ | -------------- |
| IQ1_S  | 693       | 80.4634 | 13.61    | 12.16        | 1.33           |
| IQ1_M  | 734       | 39.7732 | 14.41    | 24.60        | 0.61           |
| IQ2_XXS | 803       | 20.3081 | 15.77    | 48.18        | 0.30           |
| IQ2_XS | 864       | 15.7232 | 16.97    | 62.23        | 0.23           |
| IQ2_S  | 921       | 14.1473 | 18.09    | 69.16        | 0.21           |
| IQ2_M  | 976       | 12.5527 | 19.17    | 77.95        | 0.18           |
| Q2_K_S | 985       | 13.7018 | 19.34    | 71.41        | 0.20           |
| Q2_K   | 1045      | 12.5399 | 20.52    | 78.03        | 0.19           |
| IQ3_XXS | 1068      | 11.1884 | 20.97    | 87.45        | 0.16           |
| IQ3_XS | 1152      | 10.8551 | 22.62    | 90.14        | 0.16           |
| Q3_K_S | 1195      | 11.0653 | 23.47    | 88.43        | 0.16           |
| IQ3_S  | 1201      | 10.6916 | 23.59    | 91.51        | 0.15           |
| IQ3_M  | 1233      | 10.6124 | 24.21    | 92.20        | 0.15           |
| Q3_K_M | 1298      | 10.3392 | 25.49    | 94.63        | 0.15           |
| Q3_K_L | 1391      | 10.2274 | 27.32    | 95.67        | 0.15           |
| IQ4_XS | 1435      | 10.0262 | 28.18    | 97.59        | 0.15           |
| Q4_0   | 1503      | 10.1964 | 29.52    | 95.96        | 0.15           |
| IQ4_NL | 1505      | 9.9962 | 29.56    | 97.88        | 0.15           |
| Q4_K_S | 1507      | 10.0445 | 29.59    | 97.41        | 0.15           |
| Q4_K_M | 1568      | 10.0122 | 30.79    | 97.72        | 0.15           |
| Q4_1   | 1643      | 10.0464 | 32.27    | 97.39        | 0.15           |
| Q5_K_S | 1786      | 9.8232 | 35.07    | 99.61        | 0.14           |
| Q5_0   | 1789      | 9.8700 | 35.13    | 99.13        | 0.14           |
| Q5_K_M | 1822      | 9.8565 | 35.78    | 99.27        | 0.14           |
| Q5_1   | 1929      | 9.8203 | 37.88    | 99.64        | 0.14           |
| Q6_K   | 2091      | 9.8229 | 41.06    | 99.61        | 0.14           |
| Q8_0   | 2707      | 9.7928 | 53.16    | 99.92        | 0.14           |
| F16    | 5092      | 9.7845 | 100      | 100          | 0.14           |