====== Perplexity statistics ====== Mean PPL(Q) : 8.238324 ± 0.051597 Mean PPL(base) : 6.554978 ± 0.040159 Cor(ln(PPL(Q)), ln(PPL(base))): 95.64% Mean ln(PPL(Q)/PPL(base)) : 0.228572 ± 0.001835 Mean PPL(Q)/PPL(base) : 1.256804 ± 0.002306 Mean PPL(Q)-PPL(base) : 1.683345 ± 0.017653 ====== KL divergence statistics ====== Mean KLD: 0.223382 ± 0.000737 Maximum KLD: 13.166234 99.9% KLD: 3.156968 99.0% KLD: 1.269592 99.0% KLD: 1.269592 Median KLD: 0.172361 10.0% KLD: 0.010869 5.0% KLD: 0.003011 1.0% KLD: 0.000389 Minimum KLD: 0.000001 ====== Token probability statistics ====== Mean Δp: -5.360 ± 0.036 % Maximum Δp: 79.574% 99.9% Δp: 44.925% 99.0% Δp: 25.301% 95.0% Δp: 11.514% 90.0% Δp: 5.467% 75.0% Δp: 0.109% Median Δp: -1.281% 25.0% Δp: -9.243% 10.0% Δp: -22.453% 5.0% Δp: -32.053% 1.0% Δp: -54.484% 0.1% Δp: -87.388% Minimum Δp: -99.680% RMS Δp : 14.820 ± 0.056 % Same top p: 75.373 ± 0.114 %