| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 6.727317 ± 0.041420 | |
| Mean PPL(base) : 6.554978 ± 0.040159 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.40% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.025952 ± 0.000673 | |
| Mean PPL(Q)/PPL(base) : 1.026291 ± 0.000690 | |
| Mean PPL(Q)-PPL(base) : 0.172339 ± 0.004636 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.027914 ± 0.000205 | |
| Maximum KLD: 4.537546 | |
| 99.9% KLD: 0.976142 | |
| 99.0% KLD: 0.269461 | |
| 99.0% KLD: 0.269461 | |
| Median KLD: 0.013357 | |
| 10.0% KLD: 0.000647 | |
| 5.0% KLD: 0.000181 | |
| 1.0% KLD: 0.000024 | |
| Minimum KLD: -0.000027 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -0.560 ± 0.013 % | |
| Maximum Δp: 93.996% | |
| 99.9% Δp: 24.784% | |
| 99.0% Δp: 11.162% | |
| 95.0% Δp: 5.084% | |
| 90.0% Δp: 2.924% | |
| 75.0% Δp: 0.553% | |
| Median Δp: -0.024% | |
| 25.0% Δp: -1.216% | |
| 10.0% Δp: -4.225% | |
| 5.0% Δp: -7.063% | |
| 1.0% Δp: -18.017% | |
| 0.1% Δp: -50.417% | |
| Minimum Δp: -97.194% | |
| RMS Δp : 5.026 ± 0.046 % | |
| Same top p: 92.222 ± 0.071 % | |