====== Perplexity statistics ====== Mean PPL(Q) : 15.756085 ± 0.134240 Mean PPL(base) : 13.052024 ± 0.108483 Cor(ln(PPL(Q)), ln(PPL(base))): 94.45% Mean ln(PPL(Q)/PPL(base)) : 0.188283 ± 0.002810 Mean PPL(Q)/PPL(base) : 1.207176 ± 0.003392 Mean PPL(Q)-PPL(base) : 2.704061 ± 0.047735 ====== KL divergence statistics ====== Mean KLD: 0.341147 ± 0.001464 Maximum KLD: 14.537857 99.9% KLD: 5.610807 99.0% KLD: 2.699044 99.0% KLD: 2.699044 Median KLD: 0.169474 10.0% KLD: 0.004443 5.0% KLD: 0.000969 1.0% KLD: 0.000097 Minimum KLD: -0.000001 ====== Token probability statistics ====== Mean Δp: -2.851 ± 0.040 % Maximum Δp: 98.231% 99.9% Δp: 65.858% 99.0% Δp: 35.218% 95.0% Δp: 15.581% 90.0% Δp: 7.938% 75.0% Δp: 0.705% Median Δp: -0.075% 25.0% Δp: -4.118% 10.0% Δp: -17.346% 5.0% Δp: -29.981% 1.0% Δp: -63.627% 0.1% Δp: -93.594% Minimum Δp: -99.962% RMS Δp : 15.306 ± 0.069 % Same top p: 75.011 ± 0.114 %