====== Perplexity statistics ====== Mean PPL(Q) : 9.379380 ± 0.066571 Mean PPL(base) : 9.366577 ± 0.066397 Cor(ln(PPL(Q)), ln(PPL(base))): 99.98% Mean ln(PPL(Q)/PPL(base)) : 0.001366 ± 0.000154 Mean PPL(Q)/PPL(base) : 1.001367 ± 0.000154 Mean PPL(Q)-PPL(base) : 0.012802 ± 0.001454 ====== KL divergence statistics ====== Mean KLD: 0.000692 ± 0.000012 Maximum KLD: 1.498512 99.9% KLD: 0.024913 99.0% KLD: 0.005779 99.0% KLD: 0.005779 Median KLD: 0.000331 10.0% KLD: 0.000011 5.0% KLD: 0.000002 1.0% KLD: -0.000002 Minimum KLD: -0.000134 ====== Token probability statistics ====== Mean Δp: -0.028 ± 0.002 % Maximum Δp: 21.822% 99.9% Δp: 4.935% 99.0% Δp: 1.949% 95.0% Δp: 0.826% 90.0% Δp: 0.458% 75.0% Δp: 0.085% Median Δp: -0.000% 25.0% Δp: -0.129% 10.0% Δp: -0.558% 5.0% Δp: -0.952% 1.0% Δp: -2.125% 0.1% Δp: -5.152% Minimum Δp: -39.341% RMS Δp : 0.706 ± 0.010 % Same top p: 98.711 ± 0.029 %