| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 10.401451 ± 0.075250 | |
| Mean PPL(base) : 10.036835 ± 0.072696 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.14% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.035684 ± 0.000949 | |
| Mean PPL(Q)/PPL(base) : 1.036328 ± 0.000983 | |
| Mean PPL(Q)-PPL(base) : 0.364616 ± 0.010024 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.050746 ± 0.000215 | |
| Maximum KLD: 3.334370 | |
| 99.9% KLD: 0.923916 | |
| 99.0% KLD: 0.376239 | |
| 99.0% KLD: 0.376239 | |
| Median KLD: 0.030081 | |
| 10.0% KLD: 0.001119 | |
| 5.0% KLD: 0.000250 | |
| 1.0% KLD: 0.000020 | |
| Minimum KLD: -0.000007 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -0.975 ± 0.015 % | |
| Maximum Δp: 72.807% | |
| 99.9% Δp: 31.246% | |
| 99.0% Δp: 14.309% | |
| 95.0% Δp: 6.030% | |
| 90.0% Δp: 3.075% | |
| 75.0% Δp: 0.343% | |
| Median Δp: -0.055% | |
| 25.0% Δp: -1.867% | |
| 10.0% Δp: -6.234% | |
| 5.0% Δp: -10.091% | |
| 1.0% Δp: -21.519% | |
| 0.1% Δp: -44.651% | |
| Minimum Δp: -88.497% | |
| RMS Δp : 5.862 ± 0.035 % | |
| Same top p: 89.036 ± 0.081 % | |