====== Perplexity statistics ====== Mean PPL(Q) : 26.638550 ± 0.259075 Mean PPL(base) : 24.931431 ± 0.241228 Cor(ln(PPL(Q)), ln(PPL(base))): 98.51% Mean ln(PPL(Q)/PPL(base)) : 0.066230 ± 0.001677 Mean PPL(Q)/PPL(base) : 1.068473 ± 0.001792 Mean PPL(Q)-PPL(base) : 1.707120 ± 0.046752 ====== KL divergence statistics ====== Mean KLD: 0.115060 ± 0.000427 Maximum KLD: 6.862354 99.9% KLD: 1.668972 99.0% KLD: 0.747263 99.0% KLD: 0.747263 Median KLD: 0.065809 10.0% KLD: 0.001661 5.0% KLD: 0.000301 1.0% KLD: 0.000018 Minimum KLD: -0.000103 ====== Token probability statistics ====== Mean Δp: -1.254 ± 0.021 % Maximum Δp: 92.550% 99.9% Δp: 43.219% 99.0% Δp: 21.697% 95.0% Δp: 8.707% 90.0% Δp: 4.022% 75.0% Δp: 0.260% Median Δp: -0.015% 25.0% Δp: -1.839% 10.0% Δp: -8.696% 5.0% Δp: -15.122% 1.0% Δp: -31.087% 0.1% Δp: -57.206% Minimum Δp: -96.125% RMS Δp : 8.252 ± 0.042 % Same top p: 83.845 ± 0.095 %