| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 25.241862 ± 0.238190 | |
| Mean PPL(base) : 22.656280 ± 0.216110 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 96.17% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.108067 ± 0.002627 | |
| Mean PPL(Q)/PPL(base) : 1.114122 ± 0.002927 | |
| Mean PPL(Q)-PPL(base) : 2.585582 ± 0.066553 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.310675 ± 0.000978 | |
| Maximum KLD: 13.193255 | |
| 99.9% KLD: 3.235092 | |
| 99.0% KLD: 1.749219 | |
| 99.0% KLD: 1.749219 | |
| Median KLD: 0.202102 | |
| 10.0% KLD: 0.005881 | |
| 5.0% KLD: 0.001288 | |
| 1.0% KLD: 0.000092 | |
| Minimum KLD: -0.000012 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -2.612 ± 0.035 % | |
| Maximum Δp: 98.812% | |
| 99.9% Δp: 61.048% | |
| 99.0% Δp: 34.086% | |
| 95.0% Δp: 14.732% | |
| 90.0% Δp: 6.759% | |
| 75.0% Δp: 0.325% | |
| Median Δp: -0.077% | |
| 25.0% Δp: -3.968% | |
| 10.0% Δp: -16.600% | |
| 5.0% Δp: -27.404% | |
| 1.0% Δp: -51.971% | |
| 0.1% Δp: -79.416% | |
| Minimum Δp: -99.470% | |
| RMS Δp : 13.592 ± 0.056 % | |
| Same top p: 74.228 ± 0.113 % | |