====== Perplexity statistics ====== Mean PPL(Q) : 18.783744 ± 0.146959 Mean PPL(base) : 6.180577 ± 0.041038 Cor(ln(PPL(Q)), ln(PPL(base))): 74.79% Mean ln(PPL(Q)/PPL(base)) : 1.111580 ± 0.005253 Mean PPL(Q)/PPL(base) : 3.039157 ± 0.015966 Mean PPL(Q)-PPL(base) : 12.603167 ± 0.119417 ====== KL divergence statistics ====== Mean KLD: 1.199318 ± 0.004258 Maximum KLD: 26.543749 99.9% KLD: 14.340773 99.0% KLD: 8.742259 99.0% KLD: 8.742259 Median KLD: 0.715601 10.0% KLD: 0.071172 5.0% KLD: 0.025864 1.0% KLD: 0.004589 Minimum KLD: 0.000142 ====== Token probability statistics ====== Mean Δp: -17.171 ± 0.083 % Maximum Δp: 92.904% 99.9% Δp: 72.496% 99.0% Δp: 48.216% 95.0% Δp: 22.569% 90.0% Δp: 10.000% 75.0% Δp: 0.011% Median Δp: -4.438% 25.0% Δp: -30.853% 10.0% Δp: -71.739% 5.0% Δp: -90.613% 1.0% Δp: -99.767% 0.1% Δp: -99.967% Minimum Δp: -99.998% RMS Δp : 36.745 ± 0.088 % Same top p: 64.223 ± 0.123 %