====== Perplexity statistics ====== Mean PPL(Q) : 8.536738 ± 0.059988 Mean PPL(base) : 7.669212 ± 0.052592 Cor(ln(PPL(Q)), ln(PPL(base))): 98.03% Mean ln(PPL(Q)/PPL(base)) : 0.107165 ± 0.001387 Mean PPL(Q)/PPL(base) : 1.113118 ± 0.001544 Mean PPL(Q)-PPL(base) : 0.867526 ± 0.013369 ====== KL divergence statistics ====== Mean KLD: 0.103999 ± 0.000378 Maximum KLD: 6.555358 99.9% KLD: 1.574757 99.0% KLD: 0.641801 99.0% KLD: 0.641801 Median KLD: 0.067611 10.0% KLD: 0.001619 5.0% KLD: 0.000373 1.0% KLD: 0.000041 Minimum KLD: -0.000000 ====== Token probability statistics ====== Mean Δp: -1.565 ± 0.023 % Maximum Δp: 97.124% 99.9% Δp: 40.899% 99.0% Δp: 23.088% 95.0% Δp: 11.311% 90.0% Δp: 6.129% 75.0% Δp: 0.713% Median Δp: -0.087% 25.0% Δp: -3.327% 10.0% Δp: -11.493% 5.0% Δp: -17.803% 1.0% Δp: -32.101% 0.1% Δp: -58.562% Minimum Δp: -99.828% RMS Δp : 9.251 ± 0.039 % Same top p: 84.006 ± 0.094 %