====== Perplexity statistics ====== Mean PPL(Q) : 8.681563 ± 0.061366 Mean PPL(base) : 7.669212 ± 0.052592 Cor(ln(PPL(Q)), ln(PPL(base))): 97.26% Mean ln(PPL(Q)/PPL(base)) : 0.123988 ± 0.001643 Mean PPL(Q)/PPL(base) : 1.132002 ± 0.001860 Mean PPL(Q)-PPL(base) : 1.012351 ± 0.015930 ====== KL divergence statistics ====== Mean KLD: 0.138030 ± 0.000557 Maximum KLD: 7.658795 99.9% KLD: 2.405652 99.0% KLD: 0.951313 99.0% KLD: 0.951313 Median KLD: 0.084501 10.0% KLD: 0.002096 5.0% KLD: 0.000461 1.0% KLD: 0.000051 Minimum KLD: -0.000001 ====== Token probability statistics ====== Mean Δp: -1.839 ± 0.027 % Maximum Δp: 83.515% 99.9% Δp: 47.100% 99.0% Δp: 26.306% 95.0% Δp: 12.637% 90.0% Δp: 6.803% 75.0% Δp: 0.792% Median Δp: -0.100% 25.0% Δp: -3.802% 10.0% Δp: -12.897% 5.0% Δp: -20.264% 1.0% Δp: -38.820% 0.1% Δp: -70.608% Minimum Δp: -99.528% RMS Δp : 10.731 ± 0.047 % Same top p: 82.171 ± 0.098 %