====== Perplexity statistics ====== Mean PPL(Q) : 7.955300 ± 0.051312 Mean PPL(base) : 7.534124 ± 0.048206 Cor(ln(PPL(Q)), ln(PPL(base))): 99.11% Mean ln(PPL(Q)/PPL(base)) : 0.054396 ± 0.000860 Mean PPL(Q)/PPL(base) : 1.055902 ± 0.000908 Mean PPL(Q)-PPL(base) : 0.421176 ± 0.007333 ====== KL divergence statistics ====== Mean KLD: 0.043200 ± 0.000262 Maximum KLD: 8.829779 99.9% KLD: 1.281964 99.0% KLD: 0.376543 99.0% KLD: 0.376543 Median KLD: 0.023787 10.0% KLD: 0.001665 5.0% KLD: 0.000574 1.0% KLD: 0.000087 Minimum KLD: -0.000360 ====== Token probability statistics ====== Mean Δp: -1.119 ± 0.016 % Maximum Δp: 59.041% 99.9% Δp: 24.874% 99.0% Δp: 12.145% 95.0% Δp: 5.639% 90.0% Δp: 3.126% 75.0% Δp: 0.437% Median Δp: -0.107% 25.0% Δp: -1.966% 10.0% Δp: -6.121% 5.0% Δp: -9.877% 1.0% Δp: -23.039% 0.1% Δp: -56.479% Minimum Δp: -96.588% RMS Δp : 6.074 ± 0.047 % Same top p: 90.347 ± 0.078 %