| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 25.403544 ± 0.248578 | |
| Mean PPL(base) : 24.931431 ± 0.241228 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.79% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.018759 ± 0.000634 | |
| Mean PPL(Q)/PPL(base) : 1.018936 ± 0.000646 | |
| Mean PPL(Q)-PPL(base) : 0.472114 ± 0.017348 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.009320 ± 0.000039 | |
| Maximum KLD: 2.831377 | |
| 99.9% KLD: 0.127923 | |
| 99.0% KLD: 0.059484 | |
| 99.0% KLD: 0.059484 | |
| Median KLD: 0.005393 | |
| 10.0% KLD: 0.000103 | |
| 5.0% KLD: 0.000013 | |
| 1.0% KLD: -0.000002 | |
| Minimum KLD: -0.000203 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -0.016 ± 0.006 % | |
| Maximum Δp: 42.542% | |
| 99.9% Δp: 15.234% | |
| 99.0% Δp: 7.440% | |
| 95.0% Δp: 3.334% | |
| 90.0% Δp: 1.787% | |
| 75.0% Δp: 0.232% | |
| Median Δp: -0.000% | |
| 25.0% Δp: -0.256% | |
| 10.0% Δp: -1.792% | |
| 5.0% Δp: -3.371% | |
| 1.0% Δp: -7.776% | |
| 0.1% Δp: -15.189% | |
| Minimum Δp: -60.684% | |
| RMS Δp : 2.343 ± 0.015 % | |
| Same top p: 95.099 ± 0.056 % | |