====== Perplexity statistics ====== Mean PPL(Q) : 25.645935 ± 0.251542 Mean PPL(base) : 24.931431 ± 0.241228 Cor(ln(PPL(Q)), ln(PPL(base))): 99.48% Mean ln(PPL(Q)/PPL(base)) : 0.028256 ± 0.001007 Mean PPL(Q)/PPL(base) : 1.028659 ± 0.001035 Mean PPL(Q)-PPL(base) : 0.714505 ± 0.027258 ====== KL divergence statistics ====== Mean KLD: 0.035420 ± 0.000140 Maximum KLD: 3.406450 99.9% KLD: 0.527580 99.0% KLD: 0.238919 99.0% KLD: 0.238919 Median KLD: 0.019661 10.0% KLD: 0.000409 5.0% KLD: 0.000068 1.0% KLD: 0.000002 Minimum KLD: -0.000216 ====== Token probability statistics ====== Mean Δp: -0.143 ± 0.012 % Maximum Δp: 79.304% 99.9% Δp: 28.190% 99.0% Δp: 14.472% 95.0% Δp: 6.173% 90.0% Δp: 3.204% 75.0% Δp: 0.378% Median Δp: -0.000% 25.0% Δp: -0.552% 10.0% Δp: -3.690% 5.0% Δp: -6.890% 1.0% Δp: -15.483% 0.1% Δp: -31.224% Minimum Δp: -74.269% RMS Δp : 4.584 ± 0.027 % Same top p: 90.668 ± 0.075 %