====== Perplexity statistics ====== Mean PPL(Q) : 7.868503 ± 0.054510 Mean PPL(base) : 7.669212 ± 0.052592 Cor(ln(PPL(Q)), ln(PPL(base))): 99.45% Mean ln(PPL(Q)/PPL(base)) : 0.025654 ± 0.000725 Mean PPL(Q)/PPL(base) : 1.025986 ± 0.000744 Mean PPL(Q)-PPL(base) : 0.199291 ± 0.005928 ====== KL divergence statistics ====== Mean KLD: 0.027967 ± 0.000110 Maximum KLD: 2.536634 99.9% KLD: 0.471043 99.0% KLD: 0.172088 99.0% KLD: 0.172088 Median KLD: 0.018325 10.0% KLD: 0.000387 5.0% KLD: 0.000084 1.0% KLD: 0.000008 Minimum KLD: -0.000068 ====== Token probability statistics ====== Mean Δp: -0.215 ± 0.013 % Maximum Δp: 65.443% 99.9% Δp: 25.656% 99.0% Δp: 14.380% 95.0% Δp: 7.485% 90.0% Δp: 4.320% 75.0% Δp: 0.792% Median Δp: -0.004% 25.0% Δp: -1.139% 10.0% Δp: -5.026% 5.0% Δp: -8.296% 1.0% Δp: -15.833% 0.1% Δp: -30.189% Minimum Δp: -68.370% RMS Δp : 4.959 ± 0.024 % Same top p: 91.376 ± 0.072 %