| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 69.935907 ± 0.918185 | |
| Mean PPL(base) : 8.445938 ± 0.065177 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 72.89% | |
| Mean ln(PPL(Q)/PPL(base)) : 2.113894 ± 0.009177 | |
| Mean PPL(Q)/PPL(base) : 8.280419 ± 0.075991 | |
| Mean PPL(Q)-PPL(base) : 61.489969 ± 0.871820 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 1.997500 ± 0.006825 | |
| Maximum KLD: 36.616871 | |
| 99.9% KLD: 18.998100 | |
| 99.0% KLD: 12.936396 | |
| 99.0% KLD: 12.936396 | |
| Median KLD: 1.190034 | |
| 10.0% KLD: 0.013888 | |
| 5.0% KLD: 0.002134 | |
| 1.0% KLD: 0.000090 | |
| Minimum KLD: -0.000004 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -10.199 ± 0.088 % | |
| Maximum Δp: 99.504% | |
| 99.9% Δp: 93.029% | |
| 99.0% Δp: 72.891% | |
| 95.0% Δp: 39.848% | |
| 90.0% Δp: 19.063% | |
| 75.0% Δp: 0.528% | |
| Median Δp: -0.540% | |
| 25.0% Δp: -16.787% | |
| 10.0% Δp: -63.592% | |
| 5.0% Δp: -91.195% | |
| 1.0% Δp: -99.977% | |
| 0.1% Δp: -100.000% | |
| Minimum Δp: -100.000% | |
| RMS Δp : 35.474 ± 0.092 % | |
| Same top p: 56.834 ± 0.128 % | |