====== Perplexity statistics ====== Mean PPL(Q) : 7.337057 ± 0.046220 Mean PPL(base) : 7.237090 ± 0.045539 Cor(ln(PPL(Q)), ln(PPL(base))): 99.81% Mean ln(PPL(Q)/PPL(base)) : 0.013719 ± 0.000386 Mean PPL(Q)/PPL(base) : 1.013813 ± 0.000391 Mean PPL(Q)-PPL(base) : 0.099967 ± 0.002893 ====== KL divergence statistics ====== Mean KLD: 0.009155 ± 0.000052 Maximum KLD: 2.029761 99.9% KLD: 0.235197 99.0% KLD: 0.070048 99.0% KLD: 0.070048 Median KLD: 0.005494 10.0% KLD: 0.000351 5.0% KLD: 0.000113 1.0% KLD: 0.000014 Minimum KLD: -0.000066 ====== Token probability statistics ====== Mean Δp: -0.318 ± 0.007 % Maximum Δp: 56.530% 99.9% Δp: 14.003% 99.0% Δp: 6.553% 95.0% Δp: 3.083% 90.0% Δp: 1.762% 75.0% Δp: 0.311% Median Δp: -0.019% 25.0% Δp: -0.801% 10.0% Δp: -2.703% 5.0% Δp: -4.299% 1.0% Δp: -8.935% 0.1% Δp: -20.874% Minimum Δp: -84.208% RMS Δp : 2.680 ± 0.024 % Same top p: 95.302 ± 0.056 %