| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 6.763095 ± 0.041790 | |
| Mean PPL(base) : 6.554978 ± 0.040159 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.26% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.031256 ± 0.000750 | |
| Mean PPL(Q)/PPL(base) : 1.031749 ± 0.000774 | |
| Mean PPL(Q)-PPL(base) : 0.208116 ± 0.005240 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.034552 ± 0.000246 | |
| Maximum KLD: 4.819600 | |
| 99.9% KLD: 1.188445 | |
| 99.0% KLD: 0.322914 | |
| 99.0% KLD: 0.322914 | |
| Median KLD: 0.017059 | |
| 10.0% KLD: 0.000839 | |
| 5.0% KLD: 0.000242 | |
| 1.0% KLD: 0.000033 | |
| Minimum KLD: -0.000013 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -0.587 ± 0.015 % | |
| Maximum Δp: 75.339% | |
| 99.9% Δp: 26.308% | |
| 99.0% Δp: 12.292% | |
| 95.0% Δp: 5.874% | |
| 90.0% Δp: 3.437% | |
| 75.0% Δp: 0.690% | |
| Median Δp: -0.025% | |
| 25.0% Δp: -1.314% | |
| 10.0% Δp: -4.700% | |
| 5.0% Δp: -7.828% | |
| 1.0% Δp: -20.635% | |
| 0.1% Δp: -55.049% | |
| Minimum Δp: -97.416% | |
| RMS Δp : 5.614 ± 0.049 % | |
| Same top p: 91.354 ± 0.074 % | |