| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 10.455858 ± 0.076831 | |
| Mean PPL(base) : 10.036835 ± 0.072696 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.30% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.040901 ± 0.000871 | |
| Mean PPL(Q)/PPL(base) : 1.041749 ± 0.000907 | |
| Mean PPL(Q)-PPL(base) : 0.419023 ± 0.009775 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.039060 ± 0.000178 | |
| Maximum KLD: 5.251009 | |
| 99.9% KLD: 0.766137 | |
| 99.0% KLD: 0.290706 | |
| 99.0% KLD: 0.290706 | |
| Median KLD: 0.022797 | |
| 10.0% KLD: 0.000638 | |
| 5.0% KLD: 0.000122 | |
| 1.0% KLD: 0.000007 | |
| Minimum KLD: -0.000132 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -0.404 ± 0.014 % | |
| Maximum Δp: 84.448% | |
| 99.9% Δp: 27.062% | |
| 99.0% Δp: 13.834% | |
| 95.0% Δp: 6.500% | |
| 90.0% Δp: 3.713% | |
| 75.0% Δp: 0.682% | |
| Median Δp: -0.003% | |
| 25.0% Δp: -1.065% | |
| 10.0% Δp: -4.833% | |
| 5.0% Δp: -8.289% | |
| 1.0% Δp: -18.737% | |
| 0.1% Δp: -40.529% | |
| Minimum Δp: -97.396% | |
| RMS Δp : 5.260 ± 0.034 % | |
| Same top p: 90.124 ± 0.077 % | |