====== Perplexity statistics ====== Mean PPL(Q) : 19.765437 ± 0.153182 Mean PPL(base) : 6.180577 ± 0.041038 Cor(ln(PPL(Q)), ln(PPL(base))): 74.13% Mean ln(PPL(Q)/PPL(base)) : 1.162523 ± 0.005278 Mean PPL(Q)/PPL(base) : 3.197992 ± 0.016878 Mean PPL(Q)-PPL(base) : 13.584860 ± 0.125811 ====== KL divergence statistics ====== Mean KLD: 1.295119 ± 0.004177 Maximum KLD: 27.306818 99.9% KLD: 13.228414 99.0% KLD: 8.401047 99.0% KLD: 8.401047 Median KLD: 0.824191 10.0% KLD: 0.081751 5.0% KLD: 0.029987 1.0% KLD: 0.004980 Minimum KLD: 0.000157 ====== Token probability statistics ====== Mean Δp: -18.417 ± 0.085 % Maximum Δp: 92.683% 99.9% Δp: 74.856% 99.0% Δp: 50.844% 95.0% Δp: 22.899% 90.0% Δp: 9.183% 75.0% Δp: 0.001% Median Δp: -5.493% 25.0% Δp: -34.119% 10.0% Δp: -74.211% 5.0% Δp: -91.714% 1.0% Δp: -99.759% 0.1% Δp: -99.964% Minimum Δp: -99.995% RMS Δp : 38.004 ± 0.087 % Same top p: 61.136 ± 0.125 %