| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 25.139045 ± 0.245198 | |
| Mean PPL(base) : 24.931431 ± 0.241228 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.87% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.008293 ± 0.000501 | |
| Mean PPL(Q)/PPL(base) : 1.008327 ± 0.000505 | |
| Mean PPL(Q)-PPL(base) : 0.207614 ± 0.013014 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.003335 ± 0.000014 | |
| Maximum KLD: 1.228119 | |
| 99.9% KLD: 0.039909 | |
| 99.0% KLD: 0.019418 | |
| 99.0% KLD: 0.019418 | |
| Median KLD: 0.002067 | |
| 10.0% KLD: 0.000037 | |
| 5.0% KLD: 0.000005 | |
| 1.0% KLD: -0.000004 | |
| Minimum KLD: -0.000159 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -0.007 ± 0.004 % | |
| Maximum Δp: 22.155% | |
| 99.9% Δp: 8.711% | |
| 99.0% Δp: 4.504% | |
| 95.0% Δp: 2.060% | |
| 90.0% Δp: 1.096% | |
| 75.0% Δp: 0.141% | |
| Median Δp: -0.000% | |
| 25.0% Δp: -0.153% | |
| 10.0% Δp: -1.126% | |
| 5.0% Δp: -2.115% | |
| 1.0% Δp: -4.485% | |
| 0.1% Δp: -8.494% | |
| Minimum Δp: -55.308% | |
| RMS Δp : 1.402 ± 0.011 % | |
| Same top p: 96.985 ± 0.044 % | |