====== Perplexity statistics ====== Mean PPL(Q) : 14.243482 ± 0.113690 Mean PPL(base) : 13.052024 ± 0.108483 Cor(ln(PPL(Q)), ln(PPL(base))): 96.12% Mean ln(PPL(Q)/PPL(base)) : 0.087356 ± 0.002292 Mean PPL(Q)/PPL(base) : 1.091285 ± 0.002502 Mean PPL(Q)-PPL(base) : 1.191458 ± 0.031368 ====== KL divergence statistics ====== Mean KLD: 0.240811 ± 0.001175 Maximum KLD: 14.633161 99.9% KLD: 4.552272 99.0% KLD: 2.206026 99.0% KLD: 2.206026 Median KLD: 0.107760 10.0% KLD: 0.005211 5.0% KLD: 0.001413 1.0% KLD: 0.000154 Minimum KLD: -0.000001 ====== Token probability statistics ====== Mean Δp: -4.129 ± 0.033 % Maximum Δp: 97.466% 99.9% Δp: 52.946% 99.0% Δp: 23.458% 95.0% Δp: 8.259% 90.0% Δp: 3.367% 75.0% Δp: 0.105% Median Δp: -0.402% 25.0% Δp: -5.853% 10.0% Δp: -17.104% 5.0% Δp: -27.264% 1.0% Δp: -55.844% 0.1% Δp: -87.698% Minimum Δp: -99.895% RMS Δp : 13.331 ± 0.064 % Same top p: 79.968 ± 0.105 %