====== Perplexity statistics ====== Mean PPL(Q) : 8.963688 ± 0.058386 Mean PPL(base) : 7.237090 ± 0.045539 Cor(ln(PPL(Q)), ln(PPL(base))): 95.93% Mean ln(PPL(Q)/PPL(base)) : 0.213963 ± 0.001840 Mean PPL(Q)/PPL(base) : 1.238576 ± 0.002279 Mean PPL(Q)-PPL(base) : 1.726598 ± 0.019534 ====== KL divergence statistics ====== Mean KLD: 0.209768 ± 0.000734 Maximum KLD: 11.045219 99.9% KLD: 3.037534 99.0% KLD: 1.327696 99.0% KLD: 1.327696 Median KLD: 0.145406 10.0% KLD: 0.013515 5.0% KLD: 0.004453 1.0% KLD: 0.000589 Minimum KLD: 0.000000 ====== Token probability statistics ====== Mean Δp: -4.187 ± 0.035 % Maximum Δp: 87.898% 99.9% Δp: 53.785% 99.0% Δp: 29.326% 95.0% Δp: 12.210% 90.0% Δp: 5.784% 75.0% Δp: 0.302% Median Δp: -0.896% 25.0% Δp: -7.479% 10.0% Δp: -19.150% 5.0% Δp: -28.492% 1.0% Δp: -52.697% 0.1% Δp: -83.945% Minimum Δp: -97.765% RMS Δp : 13.969 ± 0.056 % Same top p: 77.664 ± 0.110 %