====== Perplexity statistics ====== Mean PPL(Q) : 7.516430 ± 0.047275 Mean PPL(base) : 7.237090 ± 0.045539 Cor(ln(PPL(Q)), ln(PPL(base))): 99.30% Mean ln(PPL(Q)/PPL(base)) : 0.037872 ± 0.000742 Mean PPL(Q)/PPL(base) : 1.038599 ± 0.000771 Mean PPL(Q)-PPL(base) : 0.279341 ± 0.005741 ====== KL divergence statistics ====== Mean KLD: 0.034545 ± 0.000172 Maximum KLD: 4.479205 99.9% KLD: 0.809954 99.0% KLD: 0.243338 99.0% KLD: 0.243338 Median KLD: 0.022288 10.0% KLD: 0.001467 5.0% KLD: 0.000485 1.0% KLD: 0.000067 Minimum KLD: -0.000025 ====== Token probability statistics ====== Mean Δp: -0.984 ± 0.014 % Maximum Δp: 60.862% 99.9% Δp: 23.910% 99.0% Δp: 11.795% 95.0% Δp: 5.549% 90.0% Δp: 3.027% 75.0% Δp: 0.404% Median Δp: -0.103% 25.0% Δp: -2.015% 10.0% Δp: -6.046% 5.0% Δp: -9.267% 1.0% Δp: -18.431% 0.1% Δp: -42.825% Minimum Δp: -93.056% RMS Δp : 5.270 ± 0.035 % Same top p: 90.812 ± 0.076 %