| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 7.296410 ± 0.044494 | |
| Mean PPL(base) : 6.554978 ± 0.040159 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 97.80% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.107158 ± 0.001284 | |
| Mean PPL(Q)/PPL(base) : 1.113110 ± 0.001429 | |
| Mean PPL(Q)-PPL(base) : 0.741432 ± 0.009877 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.103618 ± 0.000568 | |
| Maximum KLD: 8.069861 | |
| 99.9% KLD: 2.716604 | |
| 99.0% KLD: 0.936197 | |
| 99.0% KLD: 0.936197 | |
| Median KLD: 0.055715 | |
| 10.0% KLD: 0.004556 | |
| 5.0% KLD: 0.001484 | |
| 1.0% KLD: 0.000210 | |
| Minimum KLD: 0.000001 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -3.332 ± 0.025 % | |
| Maximum Δp: 75.533% | |
| 99.9% Δp: 35.065% | |
| 99.0% Δp: 14.712% | |
| 95.0% Δp: 5.790% | |
| 90.0% Δp: 2.603% | |
| 75.0% Δp: 0.073% | |
| Median Δp: -0.775% | |
| 25.0% Δp: -5.092% | |
| 10.0% Δp: -12.092% | |
| 5.0% Δp: -18.306% | |
| 1.0% Δp: -42.318% | |
| 0.1% Δp: -81.231% | |
| Minimum Δp: -99.509% | |
| RMS Δp : 10.006 ± 0.060 % | |
| Same top p: 85.760 ± 0.092 % | |