====== Perplexity statistics ====== Mean PPL(Q) : 10.774104 ± 0.078933 Mean PPL(base) : 10.036835 ± 0.072696 Cor(ln(PPL(Q)), ln(PPL(base))): 98.73% Mean ln(PPL(Q)/PPL(base)) : 0.070884 ± 0.001163 Mean PPL(Q)/PPL(base) : 1.073456 ± 0.001249 Mean PPL(Q)-PPL(base) : 0.737270 ± 0.013581 ====== KL divergence statistics ====== Mean KLD: 0.072166 ± 0.000301 Maximum KLD: 4.513918 99.9% KLD: 1.255733 99.0% KLD: 0.525244 99.0% KLD: 0.525244 Median KLD: 0.043659 10.0% KLD: 0.001389 5.0% KLD: 0.000295 1.0% KLD: 0.000023 Minimum KLD: -0.000033 ====== Token probability statistics ====== Mean Δp: -1.248 ± 0.018 % Maximum Δp: 86.155% 99.9% Δp: 34.118% 99.0% Δp: 16.809% 95.0% Δp: 7.276% 90.0% Δp: 3.730% 75.0% Δp: 0.431% Median Δp: -0.052% 25.0% Δp: -2.217% 10.0% Δp: -7.749% 5.0% Δp: -12.608% 1.0% Δp: -27.291% 0.1% Δp: -55.755% Minimum Δp: -90.520% RMS Δp : 7.155 ± 0.041 % Same top p: 86.887 ± 0.087 %