====== Perplexity statistics ====== Mean PPL(Q) : 34.029948 ± 0.376082 Mean PPL(base) : 9.042786 ± 0.071503 Cor(ln(PPL(Q)), ln(PPL(base))): 78.62% Mean ln(PPL(Q)/PPL(base)) : 1.325274 ± 0.006875 Mean PPL(Q)/PPL(base) : 3.763215 ± 0.025870 Mean PPL(Q)-PPL(base) : 24.987163 ± 0.322907 ====== KL divergence statistics ====== Mean KLD: 1.300974 ± 0.004321 Maximum KLD: 23.795326 99.9% KLD: 12.854443 99.0% KLD: 8.215378 99.0% KLD: 8.215378 Median KLD: 0.782525 10.0% KLD: 0.019878 5.0% KLD: 0.004841 1.0% KLD: 0.000391 Minimum KLD: -0.000001 ====== Token probability statistics ====== Mean Δp: -8.606 ± 0.079 % Maximum Δp: 99.896% 99.9% Δp: 91.072% 99.0% Δp: 67.090% 95.0% Δp: 34.759% 90.0% Δp: 16.501% 75.0% Δp: 0.726% Median Δp: -0.601% 25.0% Δp: -13.523% 10.0% Δp: -52.748% 5.0% Δp: -79.067% 1.0% Δp: -98.555% 0.1% Δp: -99.990% Minimum Δp: -100.000% RMS Δp : 31.537 ± 0.088 % Same top p: 61.420 ± 0.127 %