| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 7.996693 ± 0.049993 | |
| Mean PPL(base) : 6.554978 ± 0.040159 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 95.62% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.198803 ± 0.001836 | |
| Mean PPL(Q)/PPL(base) : 1.219942 ± 0.002240 | |
| Mean PPL(Q)-PPL(base) : 1.441714 ± 0.016513 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.192568 ± 0.000912 | |
| Maximum KLD: 12.200028 | |
| 99.9% KLD: 4.191668 | |
| 99.0% KLD: 1.582829 | |
| 99.0% KLD: 1.582829 | |
| Median KLD: 0.105043 | |
| 10.0% KLD: 0.007682 | |
| 5.0% KLD: 0.002102 | |
| 1.0% KLD: 0.000287 | |
| Minimum KLD: -0.000001 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -4.848 ± 0.036 % | |
| Maximum Δp: 85.850% | |
| 99.9% Δp: 43.373% | |
| 99.0% Δp: 21.875% | |
| 95.0% Δp: 8.624% | |
| 90.0% Δp: 3.933% | |
| 75.0% Δp: 0.163% | |
| Median Δp: -0.894% | |
| 25.0% Δp: -7.011% | |
| 10.0% Δp: -18.152% | |
| 5.0% Δp: -29.707% | |
| 1.0% Δp: -62.716% | |
| 0.1% Δp: -91.337% | |
| Minimum Δp: -99.809% | |
| RMS Δp : 14.337 ± 0.067 % | |
| Same top p: 80.175 ± 0.105 % | |