| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 26.530303 ± 0.256822 | |
| Mean PPL(base) : 24.931431 ± 0.241228 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 98.58% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.062158 ± 0.001634 | |
| Mean PPL(Q)/PPL(base) : 1.064131 ± 0.001738 | |
| Mean PPL(Q)-PPL(base) : 1.598873 ± 0.044813 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.110374 ± 0.000408 | |
| Maximum KLD: 4.856987 | |
| 99.9% KLD: 1.554827 | |
| 99.0% KLD: 0.706525 | |
| 99.0% KLD: 0.706525 | |
| Median KLD: 0.063658 | |
| 10.0% KLD: 0.001721 | |
| 5.0% KLD: 0.000315 | |
| 1.0% KLD: 0.000020 | |
| Minimum KLD: -0.000091 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -1.459 ± 0.021 % | |
| Maximum Δp: 90.908% | |
| 99.9% Δp: 41.637% | |
| 99.0% Δp: 20.507% | |
| 95.0% Δp: 8.036% | |
| 90.0% Δp: 3.551% | |
| 75.0% Δp: 0.185% | |
| Median Δp: -0.025% | |
| 25.0% Δp: -2.071% | |
| 10.0% Δp: -9.115% | |
| 5.0% Δp: -15.397% | |
| 1.0% Δp: -30.740% | |
| 0.1% Δp: -54.239% | |
| Minimum Δp: -95.795% | |
| RMS Δp : 8.130 ± 0.041 % | |
| Same top p: 84.107 ± 0.095 % | |