====== Perplexity statistics ====== Mean PPL(Q) : 8.165871 ± 0.058188 Mean PPL(base) : 7.669212 ± 0.052592 Cor(ln(PPL(Q)), ln(PPL(base))): 98.99% Mean ln(PPL(Q)/PPL(base)) : 0.062749 ± 0.001031 Mean PPL(Q)/PPL(base) : 1.064760 ± 0.001097 Mean PPL(Q)-PPL(base) : 0.496659 ± 0.009661 ====== KL divergence statistics ====== Mean KLD: 0.047858 ± 0.000270 Maximum KLD: 6.150911 99.9% KLD: 1.249913 99.0% KLD: 0.432030 99.0% KLD: 0.432030 Median KLD: 0.022468 10.0% KLD: 0.000611 5.0% KLD: 0.000131 1.0% KLD: 0.000012 Minimum KLD: -0.000036 ====== Token probability statistics ====== Mean Δp: 0.098 ± 0.016 % Maximum Δp: 78.740% 99.9% Δp: 35.019% 99.0% Δp: 17.900% 95.0% Δp: 8.799% 90.0% Δp: 5.473% 75.0% Δp: 1.381% Median Δp: 0.002% 25.0% Δp: -0.804% 10.0% Δp: -4.551% 5.0% Δp: -8.393% 1.0% Δp: -21.492% 0.1% Δp: -50.963% Minimum Δp: -98.116% RMS Δp : 6.307 ± 0.041 % Same top p: 90.491 ± 0.075 %