| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 10.071679 ± 0.073178 | |
| Mean PPL(base) : 10.036835 ± 0.072696 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.93% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.003466 ± 0.000272 | |
| Mean PPL(Q)/PPL(base) : 1.003472 ± 0.000273 | |
| Mean PPL(Q)-PPL(base) : 0.034844 ± 0.002769 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.003501 ± 0.000018 | |
| Maximum KLD: 1.326304 | |
| 99.9% KLD: 0.063485 | |
| 99.0% KLD: 0.024422 | |
| 99.0% KLD: 0.024422 | |
| Median KLD: 0.002144 | |
| 10.0% KLD: 0.000053 | |
| 5.0% KLD: 0.000008 | |
| 1.0% KLD: -0.000001 | |
| Minimum KLD: -0.000235 | |
| ====== Token probability statistics ====== | |
| Mean Δp: 0.013 ± 0.004 % | |
| Maximum Δp: 34.867% | |
| 99.9% Δp: 9.405% | |
| 99.0% Δp: 4.684% | |
| 95.0% Δp: 2.228% | |
| 90.0% Δp: 1.306% | |
| 75.0% Δp: 0.272% | |
| Median Δp: 0.000% | |
| 25.0% Δp: -0.249% | |
| 10.0% Δp: -1.227% | |
| 5.0% Δp: -2.154% | |
| 1.0% Δp: -4.685% | |
| 0.1% Δp: -10.648% | |
| Minimum Δp: -30.875% | |
| RMS Δp : 1.532 ± 0.011 % | |
| Same top p: 96.908 ± 0.045 % | |