====== Perplexity statistics ====== Mean PPL(Q) : 7.003106 ± 0.043412 Mean PPL(base) : 6.554978 ± 0.040159 Cor(ln(PPL(Q)), ln(PPL(base))): 98.57% Mean ln(PPL(Q)/PPL(base)) : 0.066129 ± 0.001044 Mean PPL(Q)/PPL(base) : 1.068365 ± 0.001115 Mean PPL(Q)-PPL(base) : 0.448128 ± 0.007768 ====== KL divergence statistics ====== Mean KLD: 0.069975 ± 0.000336 Maximum KLD: 5.985790 99.9% KLD: 1.647494 99.0% KLD: 0.496019 99.0% KLD: 0.496019 Median KLD: 0.046161 10.0% KLD: 0.001926 5.0% KLD: 0.000530 1.0% KLD: 0.000071 Minimum KLD: -0.000000 ====== Token probability statistics ====== Mean Δp: -1.364 ± 0.020 % Maximum Δp: 80.174% 99.9% Δp: 32.730% 99.0% Δp: 17.965% 95.0% Δp: 8.831% 90.0% Δp: 4.993% 75.0% Δp: 0.697% Median Δp: -0.125% 25.0% Δp: -2.890% 10.0% Δp: -8.969% 5.0% Δp: -13.891% 1.0% Δp: -27.946% 0.1% Δp: -63.303% Minimum Δp: -97.452% RMS Δp : 7.869 ± 0.046 % Same top p: 86.071 ± 0.091 %