| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 7.668204 ± 0.052714 | |
| Mean PPL(base) : 7.669212 ± 0.052592 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.94% | |
| Mean ln(PPL(Q)/PPL(base)) : -0.000131 ± 0.000238 | |
| Mean PPL(Q)/PPL(base) : 0.999869 ± 0.000238 | |
| Mean PPL(Q)-PPL(base) : -0.001008 ± 0.001825 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.001478 ± 0.000032 | |
| Maximum KLD: 4.769487 | |
| 99.9% KLD: 0.028515 | |
| 99.0% KLD: 0.009430 | |
| 99.0% KLD: 0.009430 | |
| Median KLD: 0.000898 | |
| 10.0% KLD: 0.000021 | |
| 5.0% KLD: 0.000004 | |
| 1.0% KLD: -0.000001 | |
| Minimum KLD: -0.000183 | |
| ====== Token probability statistics ====== | |
| Mean Δp: 0.006 ± 0.003 % | |
| Maximum Δp: 66.388% | |
| 99.9% Δp: 7.271% | |
| 99.0% Δp: 3.796% | |
| 95.0% Δp: 1.931% | |
| 90.0% Δp: 1.136% | |
| 75.0% Δp: 0.236% | |
| Median Δp: 0.000% | |
| 25.0% Δp: -0.229% | |
| 10.0% Δp: -1.136% | |
| 5.0% Δp: -1.916% | |
| 1.0% Δp: -3.721% | |
| 0.1% Δp: -6.644% | |
| Minimum Δp: -41.831% | |
| RMS Δp : 1.243 ± 0.014 % | |
| Same top p: 97.929 ± 0.037 % | |