| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 61.676169 ± 0.780539 | |
| Mean PPL(base) : 8.445938 ± 0.065177 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 73.64% | |
| Mean ln(PPL(Q)/PPL(base)) : 1.988212 ± 0.008711 | |
| Mean PPL(Q)/PPL(base) : 7.302465 ± 0.063613 | |
| Mean PPL(Q)-PPL(base) : 53.230232 ± 0.733873 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 1.888847 ± 0.006380 | |
| Maximum KLD: 33.008038 | |
| 99.9% KLD: 17.721254 | |
| 99.0% KLD: 12.006232 | |
| 99.0% KLD: 12.006232 | |
| Median KLD: 1.128817 | |
| 10.0% KLD: 0.013821 | |
| 5.0% KLD: 0.002327 | |
| 1.0% KLD: 0.000107 | |
| Minimum KLD: -0.000003 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -10.182 ± 0.088 % | |
| Maximum Δp: 99.676% | |
| 99.9% Δp: 91.955% | |
| 99.0% Δp: 72.330% | |
| 95.0% Δp: 39.211% | |
| 90.0% Δp: 18.768% | |
| 75.0% Δp: 0.478% | |
| Median Δp: -0.585% | |
| 25.0% Δp: -16.265% | |
| 10.0% Δp: -63.264% | |
| 5.0% Δp: -91.364% | |
| 1.0% Δp: -99.971% | |
| 0.1% Δp: -99.999% | |
| Minimum Δp: -100.000% | |
| RMS Δp : 35.283 ± 0.093 % | |
| Same top p: 57.426 ± 0.128 % | |