====== Perplexity statistics ====== Mean PPL(Q) : 6.763095 ± 0.041790 Mean PPL(base) : 6.554978 ± 0.040159 Cor(ln(PPL(Q)), ln(PPL(base))): 99.26% Mean ln(PPL(Q)/PPL(base)) : 0.031256 ± 0.000750 Mean PPL(Q)/PPL(base) : 1.031749 ± 0.000774 Mean PPL(Q)-PPL(base) : 0.208116 ± 0.005240 ====== KL divergence statistics ====== Mean KLD: 0.034552 ± 0.000246 Maximum KLD: 4.819600 99.9% KLD: 1.188445 99.0% KLD: 0.322914 99.0% KLD: 0.322914 Median KLD: 0.017059 10.0% KLD: 0.000839 5.0% KLD: 0.000242 1.0% KLD: 0.000033 Minimum KLD: -0.000013 ====== Token probability statistics ====== Mean Δp: -0.587 ± 0.015 % Maximum Δp: 75.339% 99.9% Δp: 26.308% 99.0% Δp: 12.292% 95.0% Δp: 5.874% 90.0% Δp: 3.437% 75.0% Δp: 0.690% Median Δp: -0.025% 25.0% Δp: -1.314% 10.0% Δp: -4.700% 5.0% Δp: -7.828% 1.0% Δp: -20.635% 0.1% Δp: -55.049% Minimum Δp: -97.416% RMS Δp : 5.614 ± 0.049 % Same top p: 91.354 ± 0.074 %