====== Perplexity statistics ====== Mean PPL(Q) : 10.455858 ± 0.076831 Mean PPL(base) : 10.036835 ± 0.072696 Cor(ln(PPL(Q)), ln(PPL(base))): 99.30% Mean ln(PPL(Q)/PPL(base)) : 0.040901 ± 0.000871 Mean PPL(Q)/PPL(base) : 1.041749 ± 0.000907 Mean PPL(Q)-PPL(base) : 0.419023 ± 0.009775 ====== KL divergence statistics ====== Mean KLD: 0.039060 ± 0.000178 Maximum KLD: 5.251009 99.9% KLD: 0.766137 99.0% KLD: 0.290706 99.0% KLD: 0.290706 Median KLD: 0.022797 10.0% KLD: 0.000638 5.0% KLD: 0.000122 1.0% KLD: 0.000007 Minimum KLD: -0.000132 ====== Token probability statistics ====== Mean Δp: -0.404 ± 0.014 % Maximum Δp: 84.448% 99.9% Δp: 27.062% 99.0% Δp: 13.834% 95.0% Δp: 6.500% 90.0% Δp: 3.713% 75.0% Δp: 0.682% Median Δp: -0.003% 25.0% Δp: -1.065% 10.0% Δp: -4.833% 5.0% Δp: -8.289% 1.0% Δp: -18.737% 0.1% Δp: -40.529% Minimum Δp: -97.396% RMS Δp : 5.260 ± 0.034 % Same top p: 90.124 ± 0.077 %