| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 10.139939 ± 0.073658 | |
| Mean PPL(base) : 10.036835 ± 0.072696 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.75% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.010220 ± 0.000518 | |
| Mean PPL(Q)/PPL(base) : 1.010273 ± 0.000523 | |
| Mean PPL(Q)-PPL(base) : 0.103104 ± 0.005308 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.014417 ± 0.000070 | |
| Maximum KLD: 3.952321 | |
| 99.9% KLD: 0.271614 | |
| 99.0% KLD: 0.107147 | |
| 99.0% KLD: 0.107147 | |
| Median KLD: 0.008493 | |
| 10.0% KLD: 0.000243 | |
| 5.0% KLD: 0.000047 | |
| 1.0% KLD: 0.000002 | |
| Minimum KLD: -0.000098 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -0.146 ± 0.008 % | |
| Maximum Δp: 90.019% | |
| 99.9% Δp: 18.437% | |
| 99.0% Δp: 9.000% | |
| 95.0% Δp: 4.047% | |
| 90.0% Δp: 2.286% | |
| 75.0% Δp: 0.407% | |
| Median Δp: -0.001% | |
| 25.0% Δp: -0.621% | |
| 10.0% Δp: -2.714% | |
| 5.0% Δp: -4.622% | |
| 1.0% Δp: -10.223% | |
| 0.1% Δp: -22.645% | |
| Minimum Δp: -68.862% | |
| RMS Δp : 3.110 ± 0.023 % | |
| Same top p: 94.018 ± 0.061 % | |