| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 25.379497 ± 0.247973 | |
| Mean PPL(base) : 24.931431 ± 0.241228 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.52% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.017812 ± 0.000955 | |
| Mean PPL(Q)/PPL(base) : 1.017972 ± 0.000972 | |
| Mean PPL(Q)-PPL(base) : 0.448067 ± 0.024845 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.032033 ± 0.000122 | |
| Maximum KLD: 1.726200 | |
| 99.9% KLD: 0.461810 | |
| 99.0% KLD: 0.211016 | |
| 99.0% KLD: 0.211016 | |
| Median KLD: 0.017953 | |
| 10.0% KLD: 0.000386 | |
| 5.0% KLD: 0.000063 | |
| 1.0% KLD: 0.000001 | |
| Minimum KLD: -0.000295 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -0.088 ± 0.011 % | |
| Maximum Δp: 67.370% | |
| 99.9% Δp: 27.270% | |
| 99.0% Δp: 13.595% | |
| 95.0% Δp: 5.977% | |
| 90.0% Δp: 3.182% | |
| 75.0% Δp: 0.383% | |
| Median Δp: -0.000% | |
| 25.0% Δp: -0.511% | |
| 10.0% Δp: -3.408% | |
| 5.0% Δp: -6.399% | |
| 1.0% Δp: -14.558% | |
| 0.1% Δp: -29.089% | |
| Minimum Δp: -68.450% | |
| RMS Δp : 4.330 ± 0.025 % | |
| Same top p: 91.049 ± 0.074 % | |