====== Perplexity statistics ====== Mean PPL(Q) : 9.585928 ± 0.068060 Mean PPL(base) : 9.366577 ± 0.066397 Cor(ln(PPL(Q)), ln(PPL(base))): 99.51% Mean ln(PPL(Q)/PPL(base)) : 0.023148 ± 0.000703 Mean PPL(Q)/PPL(base) : 1.023418 ± 0.000719 Mean PPL(Q)-PPL(base) : 0.219350 ± 0.006862 ====== KL divergence statistics ====== Mean KLD: 0.026627 ± 0.000108 Maximum KLD: 2.930657 99.9% KLD: 0.451824 99.0% KLD: 0.171826 99.0% KLD: 0.171826 Median KLD: 0.017210 10.0% KLD: 0.000451 5.0% KLD: 0.000095 1.0% KLD: 0.000007 Minimum KLD: -0.000060 ====== Token probability statistics ====== Mean Δp: -0.523 ± 0.011 % Maximum Δp: 54.223% 99.9% Δp: 22.680% 99.0% Δp: 11.163% 95.0% Δp: 5.267% 90.0% Δp: 2.899% 75.0% Δp: 0.419% Median Δp: -0.014% 25.0% Δp: -1.188% 10.0% Δp: -4.623% 5.0% Δp: -7.618% 1.0% Δp: -15.106% 0.1% Δp: -30.059% Minimum Δp: -89.467% RMS Δp : 4.346 ± 0.026 % Same top p: 91.424 ± 0.073 %