====== Perplexity statistics ====== Mean PPL(Q) : 9.513981 ± 0.067589 Mean PPL(base) : 9.366577 ± 0.066397 Cor(ln(PPL(Q)), ln(PPL(base))): 99.56% Mean ln(PPL(Q)/PPL(base)) : 0.015615 ± 0.000668 Mean PPL(Q)/PPL(base) : 1.015737 ± 0.000679 Mean PPL(Q)-PPL(base) : 0.147404 ± 0.006420 ====== KL divergence statistics ====== Mean KLD: 0.023792 ± 0.000107 Maximum KLD: 5.229656 99.9% KLD: 0.422463 99.0% KLD: 0.159748 99.0% KLD: 0.159748 Median KLD: 0.014752 10.0% KLD: 0.000388 5.0% KLD: 0.000078 1.0% KLD: 0.000005 Minimum KLD: -0.000044 ====== Token probability statistics ====== Mean Δp: -0.337 ± 0.010 % Maximum Δp: 67.097% 99.9% Δp: 22.363% 99.0% Δp: 11.173% 95.0% Δp: 5.170% 90.0% Δp: 2.864% 75.0% Δp: 0.466% Median Δp: -0.008% 25.0% Δp: -0.987% 10.0% Δp: -3.948% 5.0% Δp: -6.542% 1.0% Δp: -13.717% 0.1% Δp: -28.959% Minimum Δp: -91.120% RMS Δp : 4.057 ± 0.026 % Same top p: 92.039 ± 0.070 %