| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 25.118649 ± 0.245079 | |
| Mean PPL(base) : 24.931431 ± 0.241228 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.91% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.007481 ± 0.000431 | |
| Mean PPL(Q)/PPL(base) : 1.007509 ± 0.000434 | |
| Mean PPL(Q)-PPL(base) : 0.187218 ± 0.011259 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.000361 ± 0.000002 | |
| Maximum KLD: 0.215854 | |
| 99.9% KLD: 0.004745 | |
| 99.0% KLD: 0.002203 | |
| 99.0% KLD: 0.002203 | |
| Median KLD: 0.000212 | |
| 10.0% KLD: 0.000002 | |
| 5.0% KLD: -0.000000 | |
| 1.0% KLD: -0.000014 | |
| Minimum KLD: -0.000127 | |
| ====== Token probability statistics ====== | |
| Mean Δp: 0.003 ± 0.001 % | |
| Maximum Δp: 24.559% | |
| 99.9% Δp: 2.974% | |
| 99.0% Δp: 1.523% | |
| 95.0% Δp: 0.686% | |
| 90.0% Δp: 0.364% | |
| 75.0% Δp: 0.050% | |
| Median Δp: 0.000% | |
| 25.0% Δp: -0.047% | |
| 10.0% Δp: -0.356% | |
| 5.0% Δp: -0.670% | |
| 1.0% Δp: -1.484% | |
| 0.1% Δp: -2.907% | |
| Minimum Δp: -7.835% | |
| RMS Δp : 0.468 ± 0.005 % | |
| Same top p: 98.983 ± 0.026 % | |