====== Perplexity statistics ====== Mean PPL(Q) : 7.895583 ± 0.054759 Mean PPL(base) : 7.669212 ± 0.052592 Cor(ln(PPL(Q)), ln(PPL(base))): 99.38% Mean ln(PPL(Q)/PPL(base)) : 0.029090 ± 0.000771 Mean PPL(Q)/PPL(base) : 1.029517 ± 0.000794 Mean PPL(Q)-PPL(base) : 0.226371 ± 0.006353 ====== KL divergence statistics ====== Mean KLD: 0.031400 ± 0.000136 Maximum KLD: 6.726107 99.9% KLD: 0.532302 99.0% KLD: 0.204553 99.0% KLD: 0.204553 Median KLD: 0.020073 10.0% KLD: 0.000422 5.0% KLD: 0.000093 1.0% KLD: 0.000009 Minimum KLD: -0.000013 ====== Token probability statistics ====== Mean Δp: -0.223 ± 0.014 % Maximum Δp: 66.844% 99.9% Δp: 27.325% 99.0% Δp: 15.333% 95.0% Δp: 7.936% 90.0% Δp: 4.574% 75.0% Δp: 0.828% Median Δp: -0.003% 25.0% Δp: -1.190% 10.0% Δp: -5.309% 5.0% Δp: -8.723% 1.0% Δp: -16.788% 0.1% Δp: -33.037% Minimum Δp: -87.879% RMS Δp : 5.278 ± 0.027 % Same top p: 90.875 ± 0.074 %