====== Perplexity statistics ====== Mean PPL(Q) : 33.128433 ±0.335060 Mean PPL(base) : 24.931431 ±0.241228 Cor(ln(PPL(Q)), ln(PPL(base))): 96.34% Mean ln(PPL(Q)/PPL(base)) : 0.284263 ±0.002714 Mean PPL(Q)/PPL(base) : 1.328782 ±0.003606 Mean PPL(Q)-PPL(base) : 8.197002 ±0.121360 ====== KL divergence statistics ====== Mean KLD: 0.345716 ±0.000950 Maximum KLD: 6.695283 99.9% KLD: 2.655785 99.0% KLD: 1.596549 99.0% KLD: 1.596549 Median KLD: 0.245697 10.0% KLD: 0.005232 5.0% KLD: 0.000912 1.0% KLD: 0.000055 Minimum KLD: -0.000028 ====== Token probability statistics ====== Mean Δp: -2.627 ± 0.034 % Maximum Δp: 96.502% 99.9% Δp: 56.095% 99.0% Δp: 33.635% 95.0% Δp: 14.828% 90.0% Δp: 6.605% 75.0% Δp: 0.200% Median Δp: -0.076% 25.0% Δp: -3.969% 10.0% Δp: -16.576% 5.0% Δp: -27.387% 1.0% Δp: -50.164% 0.1% Δp: -74.261% Minimum Δp: -95.075% RMS Δp : 13.304 ± 0.052 % Same top p: 72.106 ± 0.116 %