====== Perplexity statistics ====== Mean PPL(Q) : 25.403544 ± 0.248578 Mean PPL(base) : 24.931431 ± 0.241228 Cor(ln(PPL(Q)), ln(PPL(base))): 99.79% Mean ln(PPL(Q)/PPL(base)) : 0.018759 ± 0.000634 Mean PPL(Q)/PPL(base) : 1.018936 ± 0.000646 Mean PPL(Q)-PPL(base) : 0.472114 ± 0.017348 ====== KL divergence statistics ====== Mean KLD: 0.009320 ± 0.000039 Maximum KLD: 2.831377 99.9% KLD: 0.127923 99.0% KLD: 0.059484 99.0% KLD: 0.059484 Median KLD: 0.005393 10.0% KLD: 0.000103 5.0% KLD: 0.000013 1.0% KLD: -0.000002 Minimum KLD: -0.000203 ====== Token probability statistics ====== Mean Δp: -0.016 ± 0.006 % Maximum Δp: 42.542% 99.9% Δp: 15.234% 99.0% Δp: 7.440% 95.0% Δp: 3.334% 90.0% Δp: 1.787% 75.0% Δp: 0.232% Median Δp: -0.000% 25.0% Δp: -0.256% 10.0% Δp: -1.792% 5.0% Δp: -3.371% 1.0% Δp: -7.776% 0.1% Δp: -15.189% Minimum Δp: -60.684% RMS Δp : 2.343 ± 0.015 % Same top p: 95.099 ± 0.056 %