====== Perplexity statistics ====== Mean PPL(Q) : 7.275772 ± 0.045822 Mean PPL(base) : 7.237090 ± 0.045539 Cor(ln(PPL(Q)), ln(PPL(base))): 99.93% Mean ln(PPL(Q)/PPL(base)) : 0.005331 ± 0.000228 Mean PPL(Q)/PPL(base) : 1.005345 ± 0.000229 Mean PPL(Q)-PPL(base) : 0.038683 ± 0.001675 ====== KL divergence statistics ====== Mean KLD: 0.003219 ± 0.000027 Maximum KLD: 1.342281 99.9% KLD: 0.106393 99.0% KLD: 0.027442 99.0% KLD: 0.027442 Median KLD: 0.001673 10.0% KLD: 0.000112 5.0% KLD: 0.000034 1.0% KLD: 0.000002 Minimum KLD: -0.000176 ====== Token probability statistics ====== Mean Δp: -0.106 ± 0.004 % Maximum Δp: 38.774% 99.9% Δp: 9.164% 99.0% Δp: 4.030% 95.0% Δp: 1.858% 90.0% Δp: 1.092% 75.0% Δp: 0.234% Median Δp: -0.003% 25.0% Δp: -0.371% 10.0% Δp: -1.373% 5.0% Δp: -2.266% 1.0% Δp: -5.106% 0.1% Δp: -12.404% Minimum Δp: -73.995% RMS Δp : 1.585 ± 0.020 % Same top p: 97.349 ± 0.042 %