====== Perplexity statistics ====== Mean PPL(Q) : 25.331908 ± 0.247609 Mean PPL(base) : 24.931431 ± 0.241228 Cor(ln(PPL(Q)), ln(PPL(base))): 99.81% Mean ln(PPL(Q)/PPL(base)) : 0.015935 ± 0.000613 Mean PPL(Q)/PPL(base) : 1.016063 ± 0.000623 Mean PPL(Q)-PPL(base) : 0.400477 ± 0.016493 ====== KL divergence statistics ====== Mean KLD: 0.008227 ± 0.000037 Maximum KLD: 3.104945 99.9% KLD: 0.117209 99.0% KLD: 0.052437 99.0% KLD: 0.052437 Median KLD: 0.004830 10.0% KLD: 0.000092 5.0% KLD: 0.000012 1.0% KLD: -0.000002 Minimum KLD: -0.000180 ====== Token probability statistics ====== Mean Δp: -0.032 ± 0.006 % Maximum Δp: 38.164% 99.9% Δp: 13.916% 99.0% Δp: 6.928% 95.0% Δp: 3.133% 90.0% Δp: 1.652% 75.0% Δp: 0.209% Median Δp: -0.000% 25.0% Δp: -0.248% 10.0% Δp: -1.741% 5.0% Δp: -3.275% 1.0% Δp: -7.358% 0.1% Δp: -14.696% Minimum Δp: -60.848% RMS Δp : 2.211 ± 0.014 % Same top p: 95.381 ± 0.054 %