====== Perplexity statistics ====== Mean PPL(Q) : 7.564700 ± 0.048534 Mean PPL(base) : 7.534124 ± 0.048206 Cor(ln(PPL(Q)), ln(PPL(base))): 99.96% Mean ln(PPL(Q)/PPL(base)) : 0.004050 ± 0.000188 Mean PPL(Q)/PPL(base) : 1.004058 ± 0.000189 Mean PPL(Q)-PPL(base) : 0.030576 ± 0.001453 ====== KL divergence statistics ====== Mean KLD: 0.002095 ± 0.000015 Maximum KLD: 1.330637 99.9% KLD: 0.053552 99.0% KLD: 0.014807 99.0% KLD: 0.014807 Median KLD: 0.001325 10.0% KLD: 0.000069 5.0% KLD: 0.000017 1.0% KLD: -0.000001 Minimum KLD: -0.000220 ====== Token probability statistics ====== Mean Δp: 0.024 ± 0.003 % Maximum Δp: 36.481% 99.9% Δp: 7.433% 99.0% Δp: 3.550% 95.0% Δp: 1.840% 90.0% Δp: 1.165% 75.0% Δp: 0.306% Median Δp: 0.001% 25.0% Δp: -0.225% 10.0% Δp: -1.031% 5.0% Δp: -1.774% 1.0% Δp: -3.760% 0.1% Δp: -9.008% Minimum Δp: -41.338% RMS Δp : 1.262 ± 0.011 % Same top p: 97.635 ± 0.040 %