====== Perplexity statistics ====== Mean PPL(Q) : 10.130249 ± 0.073552 Mean PPL(base) : 10.036835 ± 0.072696 Cor(ln(PPL(Q)), ln(PPL(base))): 99.79% Mean ln(PPL(Q)/PPL(base)) : 0.009264 ± 0.000475 Mean PPL(Q)/PPL(base) : 1.009307 ± 0.000479 Mean PPL(Q)-PPL(base) : 0.093414 ± 0.004859 ====== KL divergence statistics ====== Mean KLD: 0.012012 ± 0.000059 Maximum KLD: 2.987801 99.9% KLD: 0.227534 99.0% KLD: 0.085719 99.0% KLD: 0.085719 Median KLD: 0.007136 10.0% KLD: 0.000206 5.0% KLD: 0.000040 1.0% KLD: 0.000002 Minimum KLD: -0.000146 ====== Token probability statistics ====== Mean Δp: -0.144 ± 0.007 % Maximum Δp: 88.099% 99.9% Δp: 17.014% 99.0% Δp: 8.223% 95.0% Δp: 3.729% 90.0% Δp: 2.080% 75.0% Δp: 0.351% Median Δp: -0.002% 25.0% Δp: -0.591% 10.0% Δp: -2.522% 5.0% Δp: -4.245% 1.0% Δp: -9.152% 0.1% Δp: -21.093% Minimum Δp: -54.638% RMS Δp : 2.845 ± 0.021 % Same top p: 94.427 ± 0.059 %