| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 59.072808 ± 0.741897 | |
| Mean PPL(base) : 8.445938 ± 0.065177 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 73.82% | |
| Mean ln(PPL(Q)/PPL(base)) : 1.945085 ± 0.008614 | |
| Mean PPL(Q)/PPL(base) : 6.994227 ± 0.060246 | |
| Mean PPL(Q)-PPL(base) : 50.626870 ± 0.695177 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 1.857932 ± 0.006326 | |
| Maximum KLD: 31.393671 | |
| 99.9% KLD: 17.826597 | |
| 99.0% KLD: 11.908570 | |
| 99.0% KLD: 11.908570 | |
| Median KLD: 1.097884 | |
| 10.0% KLD: 0.013517 | |
| 5.0% KLD: 0.002297 | |
| 1.0% KLD: 0.000108 | |
| Minimum KLD: -0.000003 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -9.998 ± 0.087 % | |
| Maximum Δp: 99.678% | |
| 99.9% Δp: 91.515% | |
| 99.0% Δp: 72.068% | |
| 95.0% Δp: 39.410% | |
| 90.0% Δp: 18.817% | |
| 75.0% Δp: 0.535% | |
| Median Δp: -0.541% | |
| 25.0% Δp: -15.834% | |
| 10.0% Δp: -62.929% | |
| 5.0% Δp: -91.189% | |
| 1.0% Δp: -99.971% | |
| 0.1% Δp: -99.999% | |
| Minimum Δp: -100.000% | |
| RMS Δp : 35.157 ± 0.092 % | |
| Same top p: 57.800 ± 0.128 % | |