====== Perplexity statistics ====== Mean PPL(Q) : 6.727317 ± 0.041420 Mean PPL(base) : 6.554978 ± 0.040159 Cor(ln(PPL(Q)), ln(PPL(base))): 99.40% Mean ln(PPL(Q)/PPL(base)) : 0.025952 ± 0.000673 Mean PPL(Q)/PPL(base) : 1.026291 ± 0.000690 Mean PPL(Q)-PPL(base) : 0.172339 ± 0.004636 ====== KL divergence statistics ====== Mean KLD: 0.027914 ± 0.000205 Maximum KLD: 4.537546 99.9% KLD: 0.976142 99.0% KLD: 0.269461 99.0% KLD: 0.269461 Median KLD: 0.013357 10.0% KLD: 0.000647 5.0% KLD: 0.000181 1.0% KLD: 0.000024 Minimum KLD: -0.000027 ====== Token probability statistics ====== Mean Δp: -0.560 ± 0.013 % Maximum Δp: 93.996% 99.9% Δp: 24.784% 99.0% Δp: 11.162% 95.0% Δp: 5.084% 90.0% Δp: 2.924% 75.0% Δp: 0.553% Median Δp: -0.024% 25.0% Δp: -1.216% 10.0% Δp: -4.225% 5.0% Δp: -7.063% 1.0% Δp: -18.017% 0.1% Δp: -50.417% Minimum Δp: -97.194% RMS Δp : 5.026 ± 0.046 % Same top p: 92.222 ± 0.071 %