| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 25.409863 ± 0.248331 | |
| Mean PPL(base) : 24.931431 ± 0.241228 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.58% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.019008 ± 0.000899 | |
| Mean PPL(Q)/PPL(base) : 1.019190 ± 0.000916 | |
| Mean PPL(Q)-PPL(base) : 0.478433 ± 0.023588 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.027115 ± 0.000104 | |
| Maximum KLD: 2.016436 | |
| 99.9% KLD: 0.391155 | |
| 99.0% KLD: 0.179995 | |
| 99.0% KLD: 0.179995 | |
| Median KLD: 0.015400 | |
| 10.0% KLD: 0.000310 | |
| 5.0% KLD: 0.000046 | |
| 1.0% KLD: 0.000000 | |
| Minimum KLD: -0.000275 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -0.073 ± 0.010 % | |
| Maximum Δp: 66.267% | |
| 99.9% Δp: 25.309% | |
| 99.0% Δp: 12.706% | |
| 95.0% Δp: 5.590% | |
| 90.0% Δp: 2.959% | |
| 75.0% Δp: 0.362% | |
| Median Δp: -0.000% | |
| 25.0% Δp: -0.466% | |
| 10.0% Δp: -3.166% | |
| 5.0% Δp: -5.937% | |
| 1.0% Δp: -13.474% | |
| 0.1% Δp: -26.235% | |
| Minimum Δp: -66.500% | |
| RMS Δp : 4.030 ± 0.024 % | |
| Same top p: 91.745 ± 0.071 % | |