| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 10.188365 ± 0.074008 | |
| Mean PPL(base) : 10.036835 ± 0.072696 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.71% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.014985 ± 0.000549 | |
| Mean PPL(Q)/PPL(base) : 1.015097 ± 0.000557 | |
| Mean PPL(Q)-PPL(base) : 0.151531 ± 0.005697 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.016340 ± 0.000073 | |
| Maximum KLD: 1.379349 | |
| 99.9% KLD: 0.306994 | |
| 99.0% KLD: 0.123776 | |
| 99.0% KLD: 0.123776 | |
| Median KLD: 0.009530 | |
| 10.0% KLD: 0.000284 | |
| 5.0% KLD: 0.000056 | |
| 1.0% KLD: 0.000003 | |
| Minimum KLD: -0.000110 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -0.221 ± 0.009 % | |
| Maximum Δp: 58.518% | |
| 99.9% Δp: 19.108% | |
| 99.0% Δp: 9.095% | |
| 95.0% Δp: 4.085% | |
| 90.0% Δp: 2.282% | |
| 75.0% Δp: 0.400% | |
| Median Δp: -0.002% | |
| 25.0% Δp: -0.680% | |
| 10.0% Δp: -2.932% | |
| 5.0% Δp: -5.028% | |
| 1.0% Δp: -11.387% | |
| 0.1% Δp: -25.096% | |
| Minimum Δp: -63.543% | |
| RMS Δp : 3.306 ± 0.023 % | |
| Same top p: 93.581 ± 0.064 % | |