| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 25.331908 ± 0.247609 | |
| Mean PPL(base) : 24.931431 ± 0.241228 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.81% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.015935 ± 0.000613 | |
| Mean PPL(Q)/PPL(base) : 1.016063 ± 0.000623 | |
| Mean PPL(Q)-PPL(base) : 0.400477 ± 0.016493 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.008227 ± 0.000037 | |
| Maximum KLD: 3.104945 | |
| 99.9% KLD: 0.117209 | |
| 99.0% KLD: 0.052437 | |
| 99.0% KLD: 0.052437 | |
| Median KLD: 0.004830 | |
| 10.0% KLD: 0.000092 | |
| 5.0% KLD: 0.000012 | |
| 1.0% KLD: -0.000002 | |
| Minimum KLD: -0.000180 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -0.032 ± 0.006 % | |
| Maximum Δp: 38.164% | |
| 99.9% Δp: 13.916% | |
| 99.0% Δp: 6.928% | |
| 95.0% Δp: 3.133% | |
| 90.0% Δp: 1.652% | |
| 75.0% Δp: 0.209% | |
| Median Δp: -0.000% | |
| 25.0% Δp: -0.248% | |
| 10.0% Δp: -1.741% | |
| 5.0% Δp: -3.275% | |
| 1.0% Δp: -7.358% | |
| 0.1% Δp: -14.696% | |
| Minimum Δp: -60.848% | |
| RMS Δp : 2.211 ± 0.014 % | |
| Same top p: 95.381 ± 0.054 % | |