====== Perplexity statistics ====== Mean PPL(Q) : 6.570115 ± 0.040324 Mean PPL(base) : 6.554978 ± 0.040159 Cor(ln(PPL(Q)), ln(PPL(base))): 99.90% Mean ln(PPL(Q)/PPL(base)) : 0.002306 ± 0.000270 Mean PPL(Q)/PPL(base) : 1.002309 ± 0.000271 Mean PPL(Q)-PPL(base) : 0.015136 ± 0.001781 ====== KL divergence statistics ====== Mean KLD: 0.004383 ± 0.000032 Maximum KLD: 2.212321 99.9% KLD: 0.132681 99.0% KLD: 0.034646 99.0% KLD: 0.034646 Median KLD: 0.002591 10.0% KLD: 0.000106 5.0% KLD: 0.000027 1.0% KLD: 0.000002 Minimum KLD: -0.000056 ====== Token probability statistics ====== Mean Δp: -0.000 ± 0.005 % Maximum Δp: 49.226% 99.9% Δp: 11.768% 99.0% Δp: 5.638% 95.0% Δp: 2.842% 90.0% Δp: 1.720% 75.0% Δp: 0.416% Median Δp: 0.000% 25.0% Δp: -0.391% 10.0% Δp: -1.680% 5.0% Δp: -2.766% 1.0% Δp: -5.808% 0.1% Δp: -15.176% Minimum Δp: -72.891% RMS Δp : 2.003 ± 0.019 % Same top p: 96.391 ± 0.049 %