====== Perplexity statistics ====== Mean PPL(Q) : 18.723777 ± 0.145380 Mean PPL(base) : 6.180577 ± 0.041038 Cor(ln(PPL(Q)), ln(PPL(base))): 75.90% Mean ln(PPL(Q)/PPL(base)) : 1.108382 ± 0.005110 Mean PPL(Q)/PPL(base) : 3.029454 ± 0.015481 Mean PPL(Q)-PPL(base) : 12.543199 ± 0.117315 ====== KL divergence statistics ====== Mean KLD: 1.226150 ± 0.004006 Maximum KLD: 27.303829 99.9% KLD: 13.319038 99.0% KLD: 8.045850 99.0% KLD: 8.045850 Median KLD: 0.778573 10.0% KLD: 0.072866 5.0% KLD: 0.026539 1.0% KLD: 0.004645 Minimum KLD: 0.000149 ====== Token probability statistics ====== Mean Δp: -17.217 ± 0.084 % Maximum Δp: 93.510% 99.9% Δp: 74.449% 99.0% Δp: 50.740% 95.0% Δp: 23.161% 90.0% Δp: 9.707% 75.0% Δp: 0.007% Median Δp: -4.675% 25.0% Δp: -31.413% 10.0% Δp: -71.201% 5.0% Δp: -90.111% 1.0% Δp: -99.699% 0.1% Δp: -99.959% Minimum Δp: -99.998% RMS Δp : 36.807 ± 0.087 % Same top p: 63.002 ± 0.124 %