| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 25.645935 ± 0.251542 | |
| Mean PPL(base) : 24.931431 ± 0.241228 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.48% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.028256 ± 0.001007 | |
| Mean PPL(Q)/PPL(base) : 1.028659 ± 0.001035 | |
| Mean PPL(Q)-PPL(base) : 0.714505 ± 0.027258 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.035420 ± 0.000140 | |
| Maximum KLD: 3.406450 | |
| 99.9% KLD: 0.527580 | |
| 99.0% KLD: 0.238919 | |
| 99.0% KLD: 0.238919 | |
| Median KLD: 0.019661 | |
| 10.0% KLD: 0.000409 | |
| 5.0% KLD: 0.000068 | |
| 1.0% KLD: 0.000002 | |
| Minimum KLD: -0.000216 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -0.143 ± 0.012 % | |
| Maximum Δp: 79.304% | |
| 99.9% Δp: 28.190% | |
| 99.0% Δp: 14.472% | |
| 95.0% Δp: 6.173% | |
| 90.0% Δp: 3.204% | |
| 75.0% Δp: 0.378% | |
| Median Δp: -0.000% | |
| 25.0% Δp: -0.552% | |
| 10.0% Δp: -3.690% | |
| 5.0% Δp: -6.890% | |
| 1.0% Δp: -15.483% | |
| 0.1% Δp: -31.224% | |
| Minimum Δp: -74.269% | |
| RMS Δp : 4.584 ± 0.027 % | |
| Same top p: 90.668 ± 0.075 % | |