====== Perplexity statistics ====== Mean PPL(Q) : 10.109660 ± 0.072549 Mean PPL(base) : 9.366577 ± 0.066397 Cor(ln(PPL(Q)), ln(PPL(base))): 98.44% Mean ln(PPL(Q)/PPL(base)) : 0.076344 ± 0.001263 Mean PPL(Q)/PPL(base) : 1.079333 ± 0.001363 Mean PPL(Q)-PPL(base) : 0.743083 ± 0.013719 ====== KL divergence statistics ====== Mean KLD: 0.086444 ± 0.000342 Maximum KLD: 6.291467 99.9% KLD: 1.404206 99.0% KLD: 0.571756 99.0% KLD: 0.571756 Median KLD: 0.054763 10.0% KLD: 0.001465 5.0% KLD: 0.000315 1.0% KLD: 0.000028 Minimum KLD: -0.000235 ====== Token probability statistics ====== Mean Δp: -1.387 ± 0.020 % Maximum Δp: 82.526% 99.9% Δp: 35.574% 99.0% Δp: 18.394% 95.0% Δp: 8.338% 90.0% Δp: 4.407% 75.0% Δp: 0.508% Median Δp: -0.066% 25.0% Δp: -2.517% 10.0% Δp: -8.904% 5.0% Δp: -14.322% 1.0% Δp: -29.340% 0.1% Δp: -57.123% Minimum Δp: -93.887% RMS Δp : 7.845 ± 0.041 % Same top p: 85.114 ± 0.092 %