| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 8.165871 ± 0.058188 | |
| Mean PPL(base) : 7.669212 ± 0.052592 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 98.99% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.062749 ± 0.001031 | |
| Mean PPL(Q)/PPL(base) : 1.064760 ± 0.001097 | |
| Mean PPL(Q)-PPL(base) : 0.496659 ± 0.009661 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.047858 ± 0.000270 | |
| Maximum KLD: 6.150911 | |
| 99.9% KLD: 1.249913 | |
| 99.0% KLD: 0.432030 | |
| 99.0% KLD: 0.432030 | |
| Median KLD: 0.022468 | |
| 10.0% KLD: 0.000611 | |
| 5.0% KLD: 0.000131 | |
| 1.0% KLD: 0.000012 | |
| Minimum KLD: -0.000036 | |
| ====== Token probability statistics ====== | |
| Mean Δp: 0.098 ± 0.016 % | |
| Maximum Δp: 78.740% | |
| 99.9% Δp: 35.019% | |
| 99.0% Δp: 17.900% | |
| 95.0% Δp: 8.799% | |
| 90.0% Δp: 5.473% | |
| 75.0% Δp: 1.381% | |
| Median Δp: 0.002% | |
| 25.0% Δp: -0.804% | |
| 10.0% Δp: -4.551% | |
| 5.0% Δp: -8.393% | |
| 1.0% Δp: -21.492% | |
| 0.1% Δp: -50.963% | |
| Minimum Δp: -98.116% | |
| RMS Δp : 6.307 ± 0.041 % | |
| Same top p: 90.491 ± 0.075 % | |