====== Perplexity statistics ====== Mean PPL(Q) : 7.586838 ± 0.048693 Mean PPL(base) : 7.534124 ± 0.048206 Cor(ln(PPL(Q)), ln(PPL(base))): 99.91% Mean ln(PPL(Q)/PPL(base)) : 0.006972 ± 0.000278 Mean PPL(Q)/PPL(base) : 1.006997 ± 0.000280 Mean PPL(Q)-PPL(base) : 0.052714 ± 0.002153 ====== KL divergence statistics ====== Mean KLD: 0.004726 ± 0.000029 Maximum KLD: 1.109797 99.9% KLD: 0.120477 99.0% KLD: 0.036395 99.0% KLD: 0.036395 Median KLD: 0.002865 10.0% KLD: 0.000173 5.0% KLD: 0.000053 1.0% KLD: 0.000006 Minimum KLD: -0.000141 ====== Token probability statistics ====== Mean Δp: -0.024 ± 0.005 % Maximum Δp: 40.801% 99.9% Δp: 10.374% 99.0% Δp: 4.971% 95.0% Δp: 2.605% 90.0% Δp: 1.614% 75.0% Δp: 0.410% Median Δp: -0.000% 25.0% Δp: -0.359% 10.0% Δp: -1.547% 5.0% Δp: -2.679% 1.0% Δp: -6.014% 0.1% Δp: -15.549% Minimum Δp: -67.857% RMS Δp : 1.918 ± 0.020 % Same top p: 96.547 ± 0.048 %