| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 57.925186 ± 0.730332 | |
| Mean PPL(base) : 8.445938 ± 0.065177 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 74.48% | |
| Mean ln(PPL(Q)/PPL(base)) : 1.925467 ± 0.008578 | |
| Mean PPL(Q)/PPL(base) : 6.858349 ± 0.058829 | |
| Mean PPL(Q)-PPL(base) : 49.479248 ± 0.683172 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 1.813341 ± 0.006327 | |
| Maximum KLD: 36.167244 | |
| 99.9% KLD: 17.588381 | |
| 99.0% KLD: 12.150424 | |
| 99.0% KLD: 12.150424 | |
| Median KLD: 1.048804 | |
| 10.0% KLD: 0.011787 | |
| 5.0% KLD: 0.001938 | |
| 1.0% KLD: 0.000095 | |
| Minimum KLD: -0.000004 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -9.451 ± 0.086 % | |
| Maximum Δp: 99.650% | |
| 99.9% Δp: 91.300% | |
| 99.0% Δp: 72.230% | |
| 95.0% Δp: 39.873% | |
| 90.0% Δp: 19.644% | |
| 75.0% Δp: 0.627% | |
| Median Δp: -0.454% | |
| 25.0% Δp: -15.081% | |
| 10.0% Δp: -60.525% | |
| 5.0% Δp: -89.841% | |
| 1.0% Δp: -99.976% | |
| 0.1% Δp: -100.000% | |
| Minimum Δp: -100.000% | |
| RMS Δp : 34.669 ± 0.092 % | |
| Same top p: 58.661 ± 0.128 % | |