| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 58.664820 ± 0.740540 | |
| Mean PPL(base) : 8.445938 ± 0.065177 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 74.32% | |
| Mean ln(PPL(Q)/PPL(base)) : 1.938155 ± 0.008608 | |
| Mean PPL(Q)/PPL(base) : 6.945921 ± 0.059790 | |
| Mean PPL(Q)-PPL(base) : 50.218882 ± 0.693471 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 1.826410 ± 0.006359 | |
| Maximum KLD: 38.350769 | |
| 99.9% KLD: 17.546576 | |
| 99.0% KLD: 12.219206 | |
| 99.0% KLD: 12.219206 | |
| Median KLD: 1.056963 | |
| 10.0% KLD: 0.011905 | |
| 5.0% KLD: 0.002018 | |
| 1.0% KLD: 0.000098 | |
| Minimum KLD: -0.000003 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -9.585 ± 0.087 % | |
| Maximum Δp: 99.633% | |
| 99.9% Δp: 91.281% | |
| 99.0% Δp: 72.420% | |
| 95.0% Δp: 39.757% | |
| 90.0% Δp: 19.570% | |
| 75.0% Δp: 0.574% | |
| Median Δp: -0.481% | |
| 25.0% Δp: -15.306% | |
| 10.0% Δp: -60.898% | |
| 5.0% Δp: -90.180% | |
| 1.0% Δp: -99.976% | |
| 0.1% Δp: -100.000% | |
| Minimum Δp: -100.000% | |
| RMS Δp : 34.806 ± 0.092 % | |
| Same top p: 58.557 ± 0.128 % | |