====== Perplexity statistics ====== Mean PPL(Q) : 19.313300 ± 0.150799 Mean PPL(base) : 6.180577 ± 0.041038 Cor(ln(PPL(Q)), ln(PPL(base))): 74.61% Mean ln(PPL(Q)/PPL(base)) : 1.139382 ± 0.005262 Mean PPL(Q)/PPL(base) : 3.124838 ± 0.016443 Mean PPL(Q)-PPL(base) : 13.132723 ± 0.123247 ====== KL divergence statistics ====== Mean KLD: 1.248712 ± 0.004216 Maximum KLD: 28.765745 99.9% KLD: 13.682988 99.0% KLD: 8.611128 99.0% KLD: 8.611128 Median KLD: 0.769048 10.0% KLD: 0.075574 5.0% KLD: 0.027425 1.0% KLD: 0.004777 Minimum KLD: 0.000121 ====== Token probability statistics ====== Mean Δp: -17.672 ± 0.084 % Maximum Δp: 94.089% 99.9% Δp: 73.751% 99.0% Δp: 50.009% 95.0% Δp: 22.814% 90.0% Δp: 9.454% 75.0% Δp: 0.004% Median Δp: -4.889% 25.0% Δp: -32.188% 10.0% Δp: -72.799% 5.0% Δp: -91.232% 1.0% Δp: -99.761% 0.1% Δp: -99.966% Minimum Δp: -99.998% RMS Δp : 37.260 ± 0.088 % Same top p: 62.749 ± 0.124 %