====== Perplexity statistics ====== Mean PPL(Q) : 7.058128 ± 0.043917 Mean PPL(base) : 6.554978 ± 0.040159 Cor(ln(PPL(Q)), ln(PPL(base))): 98.13% Mean ln(PPL(Q)/PPL(base)) : 0.073955 ± 0.001199 Mean PPL(Q)/PPL(base) : 1.076758 ± 0.001291 Mean PPL(Q)-PPL(base) : 0.503150 ± 0.008958 ====== KL divergence statistics ====== Mean KLD: 0.082098 ± 0.000506 Maximum KLD: 7.242301 99.9% KLD: 2.677090 99.0% KLD: 0.797781 99.0% KLD: 0.797781 Median KLD: 0.039636 10.0% KLD: 0.002107 5.0% KLD: 0.000626 1.0% KLD: 0.000097 Minimum KLD: 0.000000 ====== Token probability statistics ====== Mean Δp: -1.456 ± 0.023 % Maximum Δp: 80.443% 99.9% Δp: 35.332% 99.0% Δp: 17.314% 95.0% Δp: 7.970% 90.0% Δp: 4.563% 75.0% Δp: 0.769% Median Δp: -0.104% 25.0% Δp: -2.423% 10.0% Δp: -8.113% 5.0% Δp: -13.666% 1.0% Δp: -36.371% 0.1% Δp: -79.787% Minimum Δp: -99.572% RMS Δp : 8.722 ± 0.061 % Same top p: 87.098 ± 0.088 %