====== Perplexity statistics ====== Mean PPL(Q) : 25.889366 ± 0.253265 Mean PPL(base) : 24.931431 ± 0.241228 Cor(ln(PPL(Q)), ln(PPL(base))): 98.77% Mean ln(PPL(Q)/PPL(base)) : 0.037703 ± 0.001531 Mean PPL(Q)/PPL(base) : 1.038423 ± 0.001590 Mean PPL(Q)-PPL(base) : 0.957936 ± 0.040635 ====== KL divergence statistics ====== Mean KLD: 0.091519 ± 0.000361 Maximum KLD: 8.082105 99.9% KLD: 1.367977 99.0% KLD: 0.621550 99.0% KLD: 0.621550 Median KLD: 0.049987 10.0% KLD: 0.001159 5.0% KLD: 0.000199 1.0% KLD: 0.000009 Minimum KLD: -0.000175 ====== Token probability statistics ====== Mean Δp: -0.368 ± 0.019 % Maximum Δp: 86.561% 99.9% Δp: 43.423% 99.0% Δp: 22.085% 95.0% Δp: 9.741% 90.0% Δp: 5.056% 75.0% Δp: 0.582% Median Δp: -0.001% 25.0% Δp: -0.958% 10.0% Δp: -6.146% 5.0% Δp: -11.492% 1.0% Δp: -26.685% 0.1% Δp: -50.676% Minimum Δp: -89.036% RMS Δp : 7.422 ± 0.040 % Same top p: 85.436 ± 0.091 %