| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 7.697080 ± 0.053150 | |
| Mean PPL(base) : 7.669212 ± 0.052592 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.90% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.003627 ± 0.000311 | |
| Mean PPL(Q)/PPL(base) : 1.003634 ± 0.000312 | |
| Mean PPL(Q)-PPL(base) : 0.027868 ± 0.002426 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.003182 ± 0.000018 | |
| Maximum KLD: 1.478084 | |
| 99.9% KLD: 0.065039 | |
| 99.0% KLD: 0.023537 | |
| 99.0% KLD: 0.023537 | |
| Median KLD: 0.001863 | |
| 10.0% KLD: 0.000042 | |
| 5.0% KLD: 0.000008 | |
| 1.0% KLD: -0.000000 | |
| Minimum KLD: -0.000151 | |
| ====== Token probability statistics ====== | |
| Mean Δp: 0.077 ± 0.004 % | |
| Maximum Δp: 61.910% | |
| 99.9% Δp: 10.808% | |
| 99.0% Δp: 5.423% | |
| 95.0% Δp: 2.773% | |
| 90.0% Δp: 1.672% | |
| 75.0% Δp: 0.398% | |
| Median Δp: 0.001% | |
| 25.0% Δp: -0.249% | |
| 10.0% Δp: -1.415% | |
| 5.0% Δp: -2.457% | |
| 1.0% Δp: -5.115% | |
| 0.1% Δp: -10.383% | |
| Minimum Δp: -33.415% | |
| RMS Δp : 1.739 ± 0.012 % | |
| Same top p: 97.136 ± 0.043 % | |