====== Perplexity statistics ====== Mean PPL(Q) : 7.706824 ± 0.049523 Mean PPL(base) : 7.534124 ± 0.048206 Cor(ln(PPL(Q)), ln(PPL(base))): 99.70% Mean ln(PPL(Q)/PPL(base)) : 0.022664 ± 0.000499 Mean PPL(Q)/PPL(base) : 1.022922 ± 0.000511 Mean PPL(Q)-PPL(base) : 0.172700 ± 0.004022 ====== KL divergence statistics ====== Mean KLD: 0.015407 ± 0.000095 Maximum KLD: 4.300019 99.9% KLD: 0.426162 99.0% KLD: 0.128870 99.0% KLD: 0.128870 Median KLD: 0.008645 10.0% KLD: 0.000540 5.0% KLD: 0.000171 1.0% KLD: 0.000021 Minimum KLD: -0.000211 ====== Token probability statistics ====== Mean Δp: -0.401 ± 0.009 % Maximum Δp: 64.955% 99.9% Δp: 17.277% 99.0% Δp: 8.033% 95.0% Δp: 3.725% 90.0% Δp: 2.131% 75.0% Δp: 0.412% Median Δp: -0.019% 25.0% Δp: -0.939% 10.0% Δp: -3.216% 5.0% Δp: -5.254% 1.0% Δp: -11.972% 0.1% Δp: -31.348% Minimum Δp: -73.628% RMS Δp : 3.465 ± 0.030 % Same top p: 94.228 ± 0.061 %