====== Perplexity statistics ====== Mean PPL(Q) : 9.942560 ± 0.071243 Mean PPL(base) : 9.366577 ± 0.066397 Cor(ln(PPL(Q)), ln(PPL(base))): 98.64% Mean ln(PPL(Q)/PPL(base)) : 0.059677 ± 0.001178 Mean PPL(Q)/PPL(base) : 1.061493 ± 0.001251 Mean PPL(Q)-PPL(base) : 0.575982 ± 0.012339 ====== KL divergence statistics ====== Mean KLD: 0.079935 ± 0.000289 Maximum KLD: 5.765717 99.9% KLD: 1.150883 99.0% KLD: 0.493128 99.0% KLD: 0.493128 Median KLD: 0.053589 10.0% KLD: 0.001480 5.0% KLD: 0.000323 1.0% KLD: 0.000027 Minimum KLD: -0.000038 ====== Token probability statistics ====== Mean Δp: -0.885 ± 0.019 % Maximum Δp: 91.523% 99.9% Δp: 34.667% 99.0% Δp: 19.093% 95.0% Δp: 9.310% 90.0% Δp: 5.250% 75.0% Δp: 0.738% Median Δp: -0.033% 25.0% Δp: -2.046% 10.0% Δp: -7.921% 5.0% Δp: -13.116% 1.0% Δp: -26.866% 0.1% Δp: -52.295% Minimum Δp: -90.266% RMS Δp : 7.445 ± 0.038 % Same top p: 85.475 ± 0.091 %