====== Perplexity statistics ====== Mean PPL(Q) : 31.245217 ± 0.343080 Mean PPL(base) : 9.042786 ± 0.071503 Cor(ln(PPL(Q)), ln(PPL(base))): 80.86% Mean ln(PPL(Q)/PPL(base)) : 1.239899 ± 0.006533 Mean PPL(Q)/PPL(base) : 3.455265 ± 0.022573 Mean PPL(Q)-PPL(base) : 22.202432 ± 0.288349 ====== KL divergence statistics ====== Mean KLD: 1.105266 ± 0.003926 Maximum KLD: 20.987593 99.9% KLD: 12.310256 99.0% KLD: 7.698290 99.0% KLD: 7.698290 Median KLD: 0.643550 10.0% KLD: 0.017519 5.0% KLD: 0.004389 1.0% KLD: 0.000363 Minimum KLD: -0.000002 ====== Token probability statistics ====== Mean Δp: -7.460 ± 0.075 % Maximum Δp: 99.266% 99.9% Δp: 87.347% 99.0% Δp: 63.610% 95.0% Δp: 33.077% 90.0% Δp: 16.572% 75.0% Δp: 0.938% Median Δp: -0.465% 25.0% Δp: -11.152% 10.0% Δp: -46.828% 5.0% Δp: -74.300% 1.0% Δp: -98.187% 0.1% Δp: -99.991% Minimum Δp: -100.000% RMS Δp : 29.698 ± 0.088 % Same top p: 65.245 ± 0.124 %