====== Perplexity statistics ====== Mean PPL(Q) : 9.529467 ± 0.067693 Mean PPL(base) : 9.366577 ± 0.066397 Cor(ln(PPL(Q)), ln(PPL(base))): 99.53% Mean ln(PPL(Q)/PPL(base)) : 0.017241 ± 0.000692 Mean PPL(Q)/PPL(base) : 1.017391 ± 0.000704 Mean PPL(Q)-PPL(base) : 0.162890 ± 0.006661 ====== KL divergence statistics ====== Mean KLD: 0.025429 ± 0.000116 Maximum KLD: 6.250518 99.9% KLD: 0.457138 99.0% KLD: 0.169697 99.0% KLD: 0.169697 Median KLD: 0.015727 10.0% KLD: 0.000429 5.0% KLD: 0.000085 1.0% KLD: 0.000006 Minimum KLD: -0.000044 ====== Token probability statistics ====== Mean Δp: -0.378 ± 0.011 % Maximum Δp: 64.248% 99.9% Δp: 23.260% 99.0% Δp: 11.368% 95.0% Δp: 5.279% 90.0% Δp: 2.904% 75.0% Δp: 0.455% Median Δp: -0.010% 25.0% Δp: -1.037% 10.0% Δp: -4.112% 5.0% Δp: -6.788% 1.0% Δp: -14.402% 0.1% Δp: -30.405% Minimum Δp: -91.281% RMS Δp : 4.191 ± 0.026 % Same top p: 91.792 ± 0.071 %