| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 9.087639 ± 0.058224 | |
| Mean PPL(base) : 7.534124 ± 0.048206 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 96.96% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.187473 ± 0.001579 | |
| Mean PPL(Q)/PPL(base) : 1.206197 ± 0.001905 | |
| Mean PPL(Q)-PPL(base) : 1.553515 ± 0.016466 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.173555 ± 0.000494 | |
| Maximum KLD: 5.439730 | |
| 99.9% KLD: 2.047228 | |
| 99.0% KLD: 0.821818 | |
| 99.0% KLD: 0.821818 | |
| Median KLD: 0.143569 | |
| 10.0% KLD: 0.011327 | |
| 5.0% KLD: 0.003726 | |
| 1.0% KLD: 0.000528 | |
| Minimum KLD: 0.000000 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -4.759 ± 0.031 % | |
| Maximum Δp: 81.197% | |
| 99.9% Δp: 38.726% | |
| 99.0% Δp: 21.998% | |
| 95.0% Δp: 9.357% | |
| 90.0% Δp: 4.162% | |
| 75.0% Δp: 0.081% | |
| Median Δp: -1.171% | |
| 25.0% Δp: -8.442% | |
| 10.0% Δp: -19.664% | |
| 5.0% Δp: -27.455% | |
| 1.0% Δp: -44.384% | |
| 0.1% Δp: -74.316% | |
| Minimum Δp: -97.360% | |
| RMS Δp : 12.642 ± 0.047 % | |
| Same top p: 77.787 ± 0.110 % | |