| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 10.130249 ± 0.073552 | |
| Mean PPL(base) : 10.036835 ± 0.072696 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.79% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.009264 ± 0.000475 | |
| Mean PPL(Q)/PPL(base) : 1.009307 ± 0.000479 | |
| Mean PPL(Q)-PPL(base) : 0.093414 ± 0.004859 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.012012 ± 0.000059 | |
| Maximum KLD: 2.987801 | |
| 99.9% KLD: 0.227534 | |
| 99.0% KLD: 0.085719 | |
| 99.0% KLD: 0.085719 | |
| Median KLD: 0.007136 | |
| 10.0% KLD: 0.000206 | |
| 5.0% KLD: 0.000040 | |
| 1.0% KLD: 0.000002 | |
| Minimum KLD: -0.000146 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -0.144 ± 0.007 % | |
| Maximum Δp: 88.099% | |
| 99.9% Δp: 17.014% | |
| 99.0% Δp: 8.223% | |
| 95.0% Δp: 3.729% | |
| 90.0% Δp: 2.080% | |
| 75.0% Δp: 0.351% | |
| Median Δp: -0.002% | |
| 25.0% Δp: -0.591% | |
| 10.0% Δp: -2.522% | |
| 5.0% Δp: -4.245% | |
| 1.0% Δp: -9.152% | |
| 0.1% Δp: -21.093% | |
| Minimum Δp: -54.638% | |
| RMS Δp : 2.845 ± 0.021 % | |
| Same top p: 94.427 ± 0.059 % | |