====== Perplexity statistics ====== Mean PPL(Q) : 9.827809 ± 0.071236 Mean PPL(base) : 9.366577 ± 0.066397 Cor(ln(PPL(Q)), ln(PPL(base))): 98.97% Mean ln(PPL(Q)/PPL(base)) : 0.048068 ± 0.001042 Mean PPL(Q)/PPL(base) : 1.049242 ± 0.001093 Mean PPL(Q)-PPL(base) : 0.461232 ± 0.011000 ====== KL divergence statistics ====== Mean KLD: 0.059970 ± 0.000226 Maximum KLD: 5.830572 99.9% KLD: 0.899464 99.0% KLD: 0.388867 99.0% KLD: 0.388867 Median KLD: 0.039933 10.0% KLD: 0.000901 5.0% KLD: 0.000182 1.0% KLD: 0.000013 Minimum KLD: -0.000098 ====== Token probability statistics ====== Mean Δp: -0.217 ± 0.017 % Maximum Δp: 90.326% 99.9% Δp: 34.151% 99.0% Δp: 18.912% 95.0% Δp: 9.734% 90.0% Δp: 5.703% 75.0% Δp: 1.068% Median Δp: -0.002% 25.0% Δp: -1.292% 10.0% Δp: -6.110% 5.0% Δp: -10.513% 1.0% Δp: -22.188% 0.1% Δp: -43.583% Minimum Δp: -81.978% RMS Δp : 6.574 ± 0.032 % Same top p: 87.097 ± 0.087 %