====== Perplexity statistics ====== Mean PPL(Q) : 7.570386 ± 0.047455 Mean PPL(base) : 7.237090 ± 0.045539 Cor(ln(PPL(Q)), ln(PPL(base))): 99.27% Mean ln(PPL(Q)/PPL(base)) : 0.045025 ± 0.000759 Mean PPL(Q)/PPL(base) : 1.046054 ± 0.000794 Mean PPL(Q)-PPL(base) : 0.333296 ± 0.005934 ====== KL divergence statistics ====== Mean KLD: 0.036155 ± 0.000172 Maximum KLD: 3.950742 99.9% KLD: 0.799789 99.0% KLD: 0.253352 99.0% KLD: 0.253352 Median KLD: 0.023291 10.0% KLD: 0.001614 5.0% KLD: 0.000535 1.0% KLD: 0.000079 Minimum KLD: -0.000198 ====== Token probability statistics ====== Mean Δp: -1.387 ± 0.014 % Maximum Δp: 59.331% 99.9% Δp: 22.210% 99.0% Δp: 10.808% 95.0% Δp: 4.768% 90.0% Δp: 2.461% 75.0% Δp: 0.216% Median Δp: -0.219% 25.0% Δp: -2.513% 10.0% Δp: -6.790% 5.0% Δp: -10.102% 1.0% Δp: -19.543% 0.1% Δp: -42.826% Minimum Δp: -87.885% RMS Δp : 5.421 ± 0.034 % Same top p: 90.686 ± 0.077 %