====== Perplexity statistics ====== Mean PPL(Q) : 6.983531 ± 0.043462 Mean PPL(base) : 6.554978 ± 0.040159 Cor(ln(PPL(Q)), ln(PPL(base))): 98.37% Mean ln(PPL(Q)/PPL(base)) : 0.063330 ± 0.001119 Mean PPL(Q)/PPL(base) : 1.065378 ± 0.001192 Mean PPL(Q)-PPL(base) : 0.428552 ± 0.008232 ====== KL divergence statistics ====== Mean KLD: 0.071002 ± 0.000463 Maximum KLD: 7.889337 99.9% KLD: 2.299609 99.0% KLD: 0.707767 99.0% KLD: 0.707767 Median KLD: 0.033880 10.0% KLD: 0.001714 5.0% KLD: 0.000489 1.0% KLD: 0.000073 Minimum KLD: -0.000059 ====== Token probability statistics ====== Mean Δp: -1.167 ± 0.021 % Maximum Δp: 85.060% 99.9% Δp: 33.978% 99.0% Δp: 16.661% 95.0% Δp: 7.783% 90.0% Δp: 4.533% 75.0% Δp: 0.828% Median Δp: -0.060% 25.0% Δp: -2.077% 10.0% Δp: -7.263% 5.0% Δp: -12.280% 1.0% Δp: -32.484% 0.1% Δp: -77.734% Minimum Δp: -98.234% RMS Δp : 8.106 ± 0.060 % Same top p: 87.894 ± 0.086 %