| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 7.815683 ± 0.054370 | |
| Mean PPL(base) : 7.669212 ± 0.052592 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.64% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.018918 ± 0.000594 | |
| Mean PPL(Q)/PPL(base) : 1.019099 ± 0.000606 | |
| Mean PPL(Q)-PPL(base) : 0.146471 ± 0.004873 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.015912 ± 0.000100 | |
| Maximum KLD: 7.292192 | |
| 99.9% KLD: 0.409283 | |
| 99.0% KLD: 0.134662 | |
| 99.0% KLD: 0.134662 | |
| Median KLD: 0.007713 | |
| 10.0% KLD: 0.000195 | |
| 5.0% KLD: 0.000042 | |
| 1.0% KLD: 0.000003 | |
| Minimum KLD: -0.000041 | |
| ====== Token probability statistics ====== | |
| Mean Δp: 0.068 ± 0.009 % | |
| Maximum Δp: 66.453% | |
| 99.9% Δp: 21.646% | |
| 99.0% Δp: 10.534% | |
| 95.0% Δp: 5.254% | |
| 90.0% Δp: 3.187% | |
| 75.0% Δp: 0.752% | |
| Median Δp: 0.001% | |
| 25.0% Δp: -0.518% | |
| 10.0% Δp: -2.750% | |
| 5.0% Δp: -4.853% | |
| 1.0% Δp: -11.600% | |
| 0.1% Δp: -27.299% | |
| Minimum Δp: -69.966% | |
| RMS Δp : 3.642 ± 0.025 % | |
| Same top p: 94.325 ± 0.059 % | |