| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 7.840359 ± 0.054591 | |
| Mean PPL(base) : 7.669212 ± 0.052592 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.59% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.022071 ± 0.000635 | |
| Mean PPL(Q)/PPL(base) : 1.022316 ± 0.000649 | |
| Mean PPL(Q)-PPL(base) : 0.171147 ± 0.005250 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.018718 ± 0.000116 | |
| Maximum KLD: 6.114595 | |
| 99.9% KLD: 0.485730 | |
| 99.0% KLD: 0.163399 | |
| 99.0% KLD: 0.163399 | |
| Median KLD: 0.008838 | |
| 10.0% KLD: 0.000234 | |
| 5.0% KLD: 0.000050 | |
| 1.0% KLD: 0.000004 | |
| Minimum KLD: -0.000041 | |
| ====== Token probability statistics ====== | |
| Mean Δp: 0.076 ± 0.010 % | |
| Maximum Δp: 66.396% | |
| 99.9% Δp: 23.998% | |
| 99.0% Δp: 11.662% | |
| 95.0% Δp: 5.532% | |
| 90.0% Δp: 3.344% | |
| 75.0% Δp: 0.813% | |
| Median Δp: 0.002% | |
| 25.0% Δp: -0.545% | |
| 10.0% Δp: -2.911% | |
| 5.0% Δp: -5.225% | |
| 1.0% Δp: -12.402% | |
| 0.1% Δp: -30.453% | |
| Minimum Δp: -76.318% | |
| RMS Δp : 3.956 ± 0.029 % | |
| Same top p: 93.916 ± 0.061 % | |