====== Perplexity statistics ====== Mean PPL(Q) : 32.557804 ± 0.369351 Mean PPL(base) : 9.042786 ± 0.071503 Cor(ln(PPL(Q)), ln(PPL(base))): 80.53% Mean ln(PPL(Q)/PPL(base)) : 1.281050 ± 0.006837 Mean PPL(Q)/PPL(base) : 3.600418 ± 0.024617 Mean PPL(Q)-PPL(base) : 23.515018 ± 0.314640 ====== KL divergence statistics ====== Mean KLD: 1.196823 ± 0.004146 Maximum KLD: 24.545359 99.9% KLD: 12.464450 99.0% KLD: 8.054839 99.0% KLD: 8.054839 Median KLD: 0.702317 10.0% KLD: 0.019899 5.0% KLD: 0.004923 1.0% KLD: 0.000363 Minimum KLD: -0.000003 ====== Token probability statistics ====== Mean Δp: -6.314 ± 0.076 % Maximum Δp: 99.585% 99.9% Δp: 90.128% 99.0% Δp: 66.718% 95.0% Δp: 36.821% 90.0% Δp: 19.531% 75.0% Δp: 1.614% Median Δp: -0.338% 25.0% Δp: -9.890% 10.0% Δp: -44.374% 5.0% Δp: -73.795% 1.0% Δp: -98.369% 0.1% Δp: -99.991% Minimum Δp: -100.000% RMS Δp : 29.810 ± 0.088 % Same top p: 65.550 ± 0.124 %