File size: 2,262 Bytes
0c84066
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  | 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           |