| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 9.855009 ± 0.061412 | |
| Mean PPL(base) : 7.237090 ± 0.045539 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 94.48% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.308761 ± 0.002082 | |
| Mean PPL(Q)/PPL(base) : 1.361736 ± 0.002836 | |
| Mean PPL(Q)-PPL(base) : 2.617919 ± 0.023684 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.292188 ± 0.000927 | |
| Maximum KLD: 8.990653 | |
| 99.9% KLD: 3.324761 | |
| 99.0% KLD: 1.855327 | |
| 99.0% KLD: 1.855327 | |
| Median KLD: 0.215862 | |
| 10.0% KLD: 0.020007 | |
| 5.0% KLD: 0.005427 | |
| 1.0% KLD: 0.000564 | |
| Minimum KLD: 0.000000 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -8.052 ± 0.043 % | |
| Maximum Δp: 83.209% | |
| 99.9% Δp: 40.828% | |
| 99.0% Δp: 21.532% | |
| 95.0% Δp: 8.004% | |
| 90.0% Δp: 2.972% | |
| 75.0% Δp: 0.009% | |
| Median Δp: -2.217% | |
| 25.0% Δp: -12.532% | |
| 10.0% Δp: -27.827% | |
| 5.0% Δp: -40.790% | |
| 1.0% Δp: -72.837% | |
| 0.1% Δp: -88.971% | |
| Minimum Δp: -99.209% | |
| RMS Δp : 18.125 ± 0.066 % | |
| Same top p: 74.435 ± 0.115 % | |