====== Perplexity statistics ====== Mean PPL(Q) : 18.663517 ± 0.146425 Mean PPL(base) : 6.180577 ± 0.041038 Cor(ln(PPL(Q)), ln(PPL(base))): 74.87% Mean ln(PPL(Q)/PPL(base)) : 1.105159 ± 0.005257 Mean PPL(Q)/PPL(base) : 3.019704 ± 0.015873 Mean PPL(Q)-PPL(base) : 12.482940 ± 0.118853 ====== KL divergence statistics ====== Mean KLD: 1.192878 ± 0.004250 Maximum KLD: 27.191839 99.9% KLD: 14.356927 99.0% KLD: 8.760485 99.0% KLD: 8.760485 Median KLD: 0.713994 10.0% KLD: 0.069566 5.0% KLD: 0.025085 1.0% KLD: 0.004382 Minimum KLD: 0.000130 ====== Token probability statistics ====== Mean Δp: -16.887 ± 0.083 % Maximum Δp: 94.834% 99.9% Δp: 72.359% 99.0% Δp: 48.972% 95.0% Δp: 23.124% 90.0% Δp: 10.343% 75.0% Δp: 0.019% Median Δp: -4.257% 25.0% Δp: -30.401% 10.0% Δp: -71.279% 5.0% Δp: -90.560% 1.0% Δp: -99.771% 0.1% Δp: -99.966% Minimum Δp: -99.998% RMS Δp : 36.598 ± 0.088 % Same top p: 63.979 ± 0.123 %