| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 57.426860 ± 0.724407 | |
| Mean PPL(base) : 8.445938 ± 0.065177 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 74.54% | |
| Mean ln(PPL(Q)/PPL(base)) : 1.916827 ± 0.008577 | |
| Mean PPL(Q)/PPL(base) : 6.799347 ± 0.058317 | |
| Mean PPL(Q)-PPL(base) : 48.980922 ± 0.677222 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 1.794528 ± 0.006338 | |
| Maximum KLD: 39.240364 | |
| 99.9% KLD: 17.831783 | |
| 99.0% KLD: 12.152828 | |
| 99.0% KLD: 12.152828 | |
| Median KLD: 1.022714 | |
| 10.0% KLD: 0.012492 | |
| 5.0% KLD: 0.002121 | |
| 1.0% KLD: 0.000096 | |
| Minimum KLD: -0.000002 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -9.336 ± 0.086 % | |
| Maximum Δp: 99.667% | |
| 99.9% Δp: 90.881% | |
| 99.0% Δp: 71.054% | |
| 95.0% Δp: 39.332% | |
| 90.0% Δp: 19.703% | |
| 75.0% Δp: 0.724% | |
| Median Δp: -0.437% | |
| 25.0% Δp: -14.427% | |
| 10.0% Δp: -60.453% | |
| 5.0% Δp: -90.206% | |
| 1.0% Δp: -99.977% | |
| 0.1% Δp: -100.000% | |
| Minimum Δp: -100.000% | |
| RMS Δp : 34.514 ± 0.092 % | |
| Same top p: 59.478 ± 0.127 % | |