====== Perplexity statistics ====== Mean PPL(Q) : 15.685298 ± 0.134793 Mean PPL(base) : 13.052024 ± 0.108483 Cor(ln(PPL(Q)), ln(PPL(base))): 94.79% Mean ln(PPL(Q)/PPL(base)) : 0.183781 ± 0.002743 Mean PPL(Q)/PPL(base) : 1.201752 ± 0.003296 Mean PPL(Q)-PPL(base) : 2.633274 ± 0.047077 ====== KL divergence statistics ====== Mean KLD: 0.321187 ± 0.001430 Maximum KLD: 14.773328 99.9% KLD: 5.503292 99.0% KLD: 2.638079 99.0% KLD: 2.638079 Median KLD: 0.153902 10.0% KLD: 0.003752 5.0% KLD: 0.000800 1.0% KLD: 0.000074 Minimum KLD: -0.000003 ====== Token probability statistics ====== Mean Δp: -2.283 ± 0.039 % Maximum Δp: 98.523% 99.9% Δp: 67.160% 99.0% Δp: 35.229% 95.0% Δp: 16.196% 90.0% Δp: 8.554% 75.0% Δp: 0.886% Median Δp: -0.042% 25.0% Δp: -3.441% 10.0% Δp: -15.597% 5.0% Δp: -27.773% 1.0% Δp: -61.892% 0.1% Δp: -92.942% Minimum Δp: -99.982% RMS Δp : 14.828 ± 0.069 % Same top p: 75.915 ± 0.113 %