====== Perplexity statistics ====== Mean PPL(Q) : 16.574922 ± 0.145677 Mean PPL(base) : 13.052024 ± 0.108483 Cor(ln(PPL(Q)), ln(PPL(base))): 94.24% Mean ln(PPL(Q)/PPL(base)) : 0.238948 ± 0.002939 Mean PPL(Q)/PPL(base) : 1.269912 ± 0.003733 Mean PPL(Q)-PPL(base) : 3.522897 ± 0.056595 ====== KL divergence statistics ====== Mean KLD: 0.367217 ± 0.001523 Maximum KLD: 17.225899 99.9% KLD: 5.747202 99.0% KLD: 2.751391 99.0% KLD: 2.751391 Median KLD: 0.188572 10.0% KLD: 0.004681 5.0% KLD: 0.001022 1.0% KLD: 0.000091 Minimum KLD: -0.000001 ====== Token probability statistics ====== Mean Δp: -2.359 ± 0.041 % Maximum Δp: 98.460% 99.9% Δp: 72.658% 99.0% Δp: 39.222% 95.0% Δp: 18.089% 90.0% Δp: 9.430% 75.0% Δp: 0.936% Median Δp: -0.049% 25.0% Δp: -3.806% 10.0% Δp: -17.383% 5.0% Δp: -29.954% 1.0% Δp: -61.715% 0.1% Δp: -89.682% Minimum Δp: -99.948% RMS Δp : 15.613 ± 0.067 % Same top p: 74.188 ± 0.115 %