====== Perplexity statistics ====== Mean PPL(Q) : 26.552814 ± 0.258782 Mean PPL(base) : 24.931431 ± 0.241228 Cor(ln(PPL(Q)), ln(PPL(base))): 97.86% Mean ln(PPL(Q)/PPL(base)) : 0.063006 ± 0.002011 Mean PPL(Q)/PPL(base) : 1.065034 ± 0.002142 Mean PPL(Q)-PPL(base) : 1.621384 ± 0.054614 ====== KL divergence statistics ====== Mean KLD: 0.164859 ± 0.000610 Maximum KLD: 8.583980 99.9% KLD: 2.315967 99.0% KLD: 1.085407 99.0% KLD: 1.085407 Median KLD: 0.093793 10.0% KLD: 0.002759 5.0% KLD: 0.000509 1.0% KLD: 0.000027 Minimum KLD: -0.000053 ====== Token probability statistics ====== Mean Δp: -1.105 ± 0.025 % Maximum Δp: 95.542% 99.9% Δp: 53.440% 99.0% Δp: 27.342% 95.0% Δp: 11.606% 90.0% Δp: 5.754% 75.0% Δp: 0.494% Median Δp: -0.008% 25.0% Δp: -1.857% 10.0% Δp: -9.691% 5.0% Δp: -17.127% 1.0% Δp: -37.275% 0.1% Δp: -65.081% Minimum Δp: -94.606% RMS Δp : 9.854 ± 0.049 % Same top p: 80.956 ± 0.102 %