| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 10.774104 ± 0.078933 | |
| Mean PPL(base) : 10.036835 ± 0.072696 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 98.73% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.070884 ± 0.001163 | |
| Mean PPL(Q)/PPL(base) : 1.073456 ± 0.001249 | |
| Mean PPL(Q)-PPL(base) : 0.737270 ± 0.013581 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.072166 ± 0.000301 | |
| Maximum KLD: 4.513918 | |
| 99.9% KLD: 1.255733 | |
| 99.0% KLD: 0.525244 | |
| 99.0% KLD: 0.525244 | |
| Median KLD: 0.043659 | |
| 10.0% KLD: 0.001389 | |
| 5.0% KLD: 0.000295 | |
| 1.0% KLD: 0.000023 | |
| Minimum KLD: -0.000033 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -1.248 ± 0.018 % | |
| Maximum Δp: 86.155% | |
| 99.9% Δp: 34.118% | |
| 99.0% Δp: 16.809% | |
| 95.0% Δp: 7.276% | |
| 90.0% Δp: 3.730% | |
| 75.0% Δp: 0.431% | |
| Median Δp: -0.052% | |
| 25.0% Δp: -2.217% | |
| 10.0% Δp: -7.749% | |
| 5.0% Δp: -12.608% | |
| 1.0% Δp: -27.291% | |
| 0.1% Δp: -55.755% | |
| Minimum Δp: -90.520% | |
| RMS Δp : 7.155 ± 0.041 % | |
| Same top p: 86.887 ± 0.087 % | |