====== Perplexity statistics ====== Mean PPL(Q) : 9.410802 ± 0.066883 Mean PPL(base) : 9.366577 ± 0.066397 Cor(ln(PPL(Q)), ln(PPL(base))): 99.88% Mean ln(PPL(Q)/PPL(base)) : 0.004710 ± 0.000355 Mean PPL(Q)/PPL(base) : 1.004722 ± 0.000357 Mean PPL(Q)-PPL(base) : 0.044224 ± 0.003363 ====== KL divergence statistics ====== Mean KLD: 0.006252 ± 0.000036 Maximum KLD: 2.202329 99.9% KLD: 0.113542 99.0% KLD: 0.041912 99.0% KLD: 0.041912 Median KLD: 0.003874 10.0% KLD: 0.000095 5.0% KLD: 0.000017 1.0% KLD: 0.000000 Minimum KLD: -0.000135 ====== Token probability statistics ====== Mean Δp: -0.049 ± 0.005 % Maximum Δp: 48.849% 99.9% Δp: 12.232% 99.0% Δp: 6.155% 95.0% Δp: 2.940% 90.0% Δp: 1.698% 75.0% Δp: 0.326% Median Δp: -0.000% 25.0% Δp: -0.399% 10.0% Δp: -1.846% 5.0% Δp: -3.125% 1.0% Δp: -6.593% 0.1% Δp: -13.502% Minimum Δp: -61.344% RMS Δp : 2.085 ± 0.015 % Same top p: 95.765 ± 0.052 %