====== Perplexity statistics ====== Mean PPL(Q) : 8.869361 ± 0.056188 Mean PPL(base) : 7.237090 ± 0.045539 Cor(ln(PPL(Q)), ln(PPL(base))): 96.40% Mean ln(PPL(Q)/PPL(base)) : 0.203384 ± 0.001694 Mean PPL(Q)/PPL(base) : 1.225543 ± 0.002076 Mean PPL(Q)-PPL(base) : 1.632272 ± 0.017247 ====== KL divergence statistics ====== Mean KLD: 0.171689 ± 0.000675 Maximum KLD: 8.647476 99.9% KLD: 3.093943 99.0% KLD: 1.167801 99.0% KLD: 1.167801 Median KLD: 0.116922 10.0% KLD: 0.009604 5.0% KLD: 0.003321 1.0% KLD: 0.000607 Minimum KLD: 0.000004 ====== Token probability statistics ====== Mean Δp: -5.020 ± 0.030 % Maximum Δp: 68.248% 99.9% Δp: 34.217% 99.0% Δp: 17.833% 95.0% Δp: 7.053% 90.0% Δp: 2.939% 75.0% Δp: 0.031% Median Δp: -1.308% 25.0% Δp: -7.961% 10.0% Δp: -18.717% 5.0% Δp: -26.619% 1.0% Δp: -49.119% 0.1% Δp: -82.457% Minimum Δp: -99.092% RMS Δp : 12.587 ± 0.055 % Same top p: 80.614 ± 0.104 %