| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 56.914839 ± 0.717086 | |
| Mean PPL(base) : 8.445938 ± 0.065177 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 74.60% | |
| Mean ln(PPL(Q)/PPL(base)) : 1.907871 ± 0.008558 | |
| Mean PPL(Q)/PPL(base) : 6.738723 ± 0.057668 | |
| Mean PPL(Q)-PPL(base) : 48.468902 ± 0.669874 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 1.786199 ± 0.006314 | |
| Maximum KLD: 37.578331 | |
| 99.9% KLD: 17.887403 | |
| 99.0% KLD: 12.155305 | |
| 99.0% KLD: 12.155305 | |
| Median KLD: 1.019602 | |
| 10.0% KLD: 0.012315 | |
| 5.0% KLD: 0.002119 | |
| 1.0% KLD: 0.000094 | |
| Minimum KLD: -0.000004 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -9.302 ± 0.086 % | |
| Maximum Δp: 99.667% | |
| 99.9% Δp: 90.791% | |
| 99.0% Δp: 71.028% | |
| 95.0% Δp: 39.052% | |
| 90.0% Δp: 19.656% | |
| 75.0% Δp: 0.727% | |
| Median Δp: -0.431% | |
| 25.0% Δp: -14.360% | |
| 10.0% Δp: -60.277% | |
| 5.0% Δp: -90.063% | |
| 1.0% Δp: -99.976% | |
| 0.1% Δp: -100.000% | |
| Minimum Δp: -100.000% | |
| RMS Δp : 34.465 ± 0.092 % | |
| Same top p: 59.533 ± 0.127 % | |