====== Perplexity statistics ====== Mean PPL(Q) : 6.494645 ± 0.044686 Mean PPL(base) : 6.180577 ± 0.041038 Cor(ln(PPL(Q)), ln(PPL(base))): 99.22% Mean ln(PPL(Q)/PPL(base)) : 0.049566 ± 0.000879 Mean PPL(Q)/PPL(base) : 1.050815 ± 0.000924 Mean PPL(Q)-PPL(base) : 0.314068 ± 0.006483 ====== KL divergence statistics ====== Mean KLD: 0.034702 ± 0.000219 Maximum KLD: 4.811197 99.9% KLD: 1.115692 99.0% KLD: 0.326864 99.0% KLD: 0.326864 Median KLD: 0.014286 10.0% KLD: 0.000247 5.0% KLD: 0.000074 1.0% KLD: 0.000012 Minimum KLD: -0.000329 ====== Token probability statistics ====== Mean Δp: 0.361 ± 0.015 % Maximum Δp: 89.616% 99.9% Δp: 34.967% 99.0% Δp: 16.855% 95.0% Δp: 8.285% 90.0% Δp: 5.135% 75.0% Δp: 1.359% Median Δp: 0.023% 25.0% Δp: -0.451% 10.0% Δp: -3.419% 5.0% Δp: -6.672% 1.0% Δp: -17.693% 0.1% Δp: -45.573% Minimum Δp: -94.469% RMS Δp : 5.662 ± 0.041 % Same top p: 92.468 ± 0.068 %