====== Perplexity statistics ====== Mean PPL(Q) : 9.798719 ± 0.061509 Mean PPL(base) : 7.237090 ± 0.045539 Cor(ln(PPL(Q)), ln(PPL(base))): 94.51% Mean ln(PPL(Q)/PPL(base)) : 0.303032 ± 0.002083 Mean PPL(Q)/PPL(base) : 1.353958 ± 0.002821 Mean PPL(Q)-PPL(base) : 2.561629 ± 0.023725 ====== KL divergence statistics ====== Mean KLD: 0.285340 ± 0.000933 Maximum KLD: 8.015823 99.9% KLD: 3.395762 99.0% KLD: 1.885579 99.0% KLD: 1.885579 Median KLD: 0.207489 10.0% KLD: 0.018084 5.0% KLD: 0.005005 1.0% KLD: 0.000535 Minimum KLD: 0.000000 ====== Token probability statistics ====== Mean Δp: -7.606 ± 0.042 % Maximum Δp: 79.040% 99.9% Δp: 41.873% 99.0% Δp: 22.236% 95.0% Δp: 8.510% 90.0% Δp: 3.272% 75.0% Δp: 0.019% Median Δp: -1.956% 25.0% Δp: -11.831% 10.0% Δp: -26.778% 5.0% Δp: -39.549% 1.0% Δp: -72.463% 0.1% Δp: -89.273% Minimum Δp: -99.255% RMS Δp : 17.751 ± 0.067 % Same top p: 74.688 ± 0.115 %