====== Perplexity statistics ====== Mean PPL(Q) : 26.530303 ± 0.256822 Mean PPL(base) : 24.931431 ± 0.241228 Cor(ln(PPL(Q)), ln(PPL(base))): 98.58% Mean ln(PPL(Q)/PPL(base)) : 0.062158 ± 0.001634 Mean PPL(Q)/PPL(base) : 1.064131 ± 0.001738 Mean PPL(Q)-PPL(base) : 1.598873 ± 0.044813 ====== KL divergence statistics ====== Mean KLD: 0.110374 ± 0.000408 Maximum KLD: 4.856987 99.9% KLD: 1.554827 99.0% KLD: 0.706525 99.0% KLD: 0.706525 Median KLD: 0.063658 10.0% KLD: 0.001721 5.0% KLD: 0.000315 1.0% KLD: 0.000020 Minimum KLD: -0.000091 ====== Token probability statistics ====== Mean Δp: -1.459 ± 0.021 % Maximum Δp: 90.908% 99.9% Δp: 41.637% 99.0% Δp: 20.507% 95.0% Δp: 8.036% 90.0% Δp: 3.551% 75.0% Δp: 0.185% Median Δp: -0.025% 25.0% Δp: -2.071% 10.0% Δp: -9.115% 5.0% Δp: -15.397% 1.0% Δp: -30.740% 0.1% Δp: -54.239% Minimum Δp: -95.795% RMS Δp : 8.130 ± 0.041 % Same top p: 84.107 ± 0.095 %