| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 10.092163 ± 0.073418 | |
| Mean PPL(base) : 10.036835 ± 0.072696 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.92% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.005497 ± 0.000290 | |
| Mean PPL(Q)/PPL(base) : 1.005513 ± 0.000291 | |
| Mean PPL(Q)-PPL(base) : 0.055329 ± 0.002985 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.004008 ± 0.000021 | |
| Maximum KLD: 1.392368 | |
| 99.9% KLD: 0.076297 | |
| 99.0% KLD: 0.029280 | |
| 99.0% KLD: 0.029280 | |
| Median KLD: 0.002400 | |
| 10.0% KLD: 0.000055 | |
| 5.0% KLD: 0.000008 | |
| 1.0% KLD: -0.000002 | |
| Minimum KLD: -0.000235 | |
| ====== Token probability statistics ====== | |
| Mean Δp: 0.003 ± 0.004 % | |
| Maximum Δp: 44.164% | |
| 99.9% Δp: 10.258% | |
| 99.0% Δp: 4.882% | |
| 95.0% Δp: 2.317% | |
| 90.0% Δp: 1.357% | |
| 75.0% Δp: 0.286% | |
| Median Δp: -0.000% | |
| 25.0% Δp: -0.264% | |
| 10.0% Δp: -1.302% | |
| 5.0% Δp: -2.305% | |
| 1.0% Δp: -5.091% | |
| 0.1% Δp: -11.711% | |
| Minimum Δp: -28.870% | |
| RMS Δp : 1.636 ± 0.011 % | |
| Same top p: 96.720 ± 0.046 % | |