====== Perplexity statistics ====== Mean PPL(Q) : 8.602292 ± 0.060945 Mean PPL(base) : 7.669212 ± 0.052592 Cor(ln(PPL(Q)), ln(PPL(base))): 97.95% Mean ln(PPL(Q)/PPL(base)) : 0.114815 ± 0.001428 Mean PPL(Q)/PPL(base) : 1.121666 ± 0.001602 Mean PPL(Q)-PPL(base) : 0.933080 ± 0.014176 ====== KL divergence statistics ====== Mean KLD: 0.108536 ± 0.000393 Maximum KLD: 6.181332 99.9% KLD: 1.618752 99.0% KLD: 0.678996 99.0% KLD: 0.678996 Median KLD: 0.069372 10.0% KLD: 0.001637 5.0% KLD: 0.000372 1.0% KLD: 0.000039 Minimum KLD: -0.000000 ====== Token probability statistics ====== Mean Δp: -1.298 ± 0.024 % Maximum Δp: 90.866% 99.9% Δp: 43.591% 99.0% Δp: 24.341% 95.0% Δp: 11.986% 90.0% Δp: 6.674% 75.0% Δp: 0.897% Median Δp: -0.059% 25.0% Δp: -3.073% 10.0% Δp: -11.016% 5.0% Δp: -17.336% 1.0% Δp: -32.184% 0.1% Δp: -58.795% Minimum Δp: -99.298% RMS Δp : 9.309 ± 0.040 % Same top p: 83.878 ± 0.094 %