| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 6.983531 ± 0.043462 | |
| Mean PPL(base) : 6.554978 ± 0.040159 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 98.37% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.063330 ± 0.001119 | |
| Mean PPL(Q)/PPL(base) : 1.065378 ± 0.001192 | |
| Mean PPL(Q)-PPL(base) : 0.428552 ± 0.008232 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.071002 ± 0.000463 | |
| Maximum KLD: 7.889337 | |
| 99.9% KLD: 2.299609 | |
| 99.0% KLD: 0.707767 | |
| 99.0% KLD: 0.707767 | |
| Median KLD: 0.033880 | |
| 10.0% KLD: 0.001714 | |
| 5.0% KLD: 0.000489 | |
| 1.0% KLD: 0.000073 | |
| Minimum KLD: -0.000059 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -1.167 ± 0.021 % | |
| Maximum Δp: 85.060% | |
| 99.9% Δp: 33.978% | |
| 99.0% Δp: 16.661% | |
| 95.0% Δp: 7.783% | |
| 90.0% Δp: 4.533% | |
| 75.0% Δp: 0.828% | |
| Median Δp: -0.060% | |
| 25.0% Δp: -2.077% | |
| 10.0% Δp: -7.263% | |
| 5.0% Δp: -12.280% | |
| 1.0% Δp: -32.484% | |
| 0.1% Δp: -77.734% | |
| Minimum Δp: -98.234% | |
| RMS Δp : 8.106 ± 0.060 % | |
| Same top p: 87.894 ± 0.086 % | |