====== Perplexity statistics ====== Mean PPL(Q) : 7.262551 ± 0.045671 Mean PPL(base) : 7.237090 ± 0.045539 Cor(ln(PPL(Q)), ln(PPL(base))): 99.96% Mean ln(PPL(Q)/PPL(base)) : 0.003512 ± 0.000175 Mean PPL(Q)/PPL(base) : 1.003518 ± 0.000176 Mean PPL(Q)-PPL(base) : 0.025461 ± 0.001278 ====== KL divergence statistics ====== Mean KLD: 0.001873 ± 0.000019 Maximum KLD: 1.001309 99.9% KLD: 0.074453 99.0% KLD: 0.018395 99.0% KLD: 0.018395 Median KLD: 0.000791 10.0% KLD: 0.000068 5.0% KLD: 0.000022 1.0% KLD: 0.000001 Minimum KLD: -0.000144 ====== Token probability statistics ====== Mean Δp: -0.125 ± 0.003 % Maximum Δp: 35.516% 99.9% Δp: 7.665% 99.0% Δp: 2.917% 95.0% Δp: 1.183% 90.0% Δp: 0.651% 75.0% Δp: 0.115% Median Δp: -0.008% 25.0% Δp: -0.312% 10.0% Δp: -1.020% 5.0% Δp: -1.651% 1.0% Δp: -3.901% 0.1% Δp: -10.195% Minimum Δp: -44.522% RMS Δp : 1.209 ± 0.015 % Same top p: 98.178 ± 0.035 %