====== Perplexity statistics ====== Mean PPL(Q) : 25.409863 ± 0.248331 Mean PPL(base) : 24.931431 ± 0.241228 Cor(ln(PPL(Q)), ln(PPL(base))): 99.58% Mean ln(PPL(Q)/PPL(base)) : 0.019008 ± 0.000899 Mean PPL(Q)/PPL(base) : 1.019190 ± 0.000916 Mean PPL(Q)-PPL(base) : 0.478433 ± 0.023588 ====== KL divergence statistics ====== Mean KLD: 0.027115 ± 0.000104 Maximum KLD: 2.016436 99.9% KLD: 0.391155 99.0% KLD: 0.179995 99.0% KLD: 0.179995 Median KLD: 0.015400 10.0% KLD: 0.000310 5.0% KLD: 0.000046 1.0% KLD: 0.000000 Minimum KLD: -0.000275 ====== Token probability statistics ====== Mean Δp: -0.073 ± 0.010 % Maximum Δp: 66.267% 99.9% Δp: 25.309% 99.0% Δp: 12.706% 95.0% Δp: 5.590% 90.0% Δp: 2.959% 75.0% Δp: 0.362% Median Δp: -0.000% 25.0% Δp: -0.466% 10.0% Δp: -3.166% 5.0% Δp: -5.937% 1.0% Δp: -13.474% 0.1% Δp: -26.235% Minimum Δp: -66.500% RMS Δp : 4.030 ± 0.024 % Same top p: 91.745 ± 0.071 %