====== Perplexity statistics ====== Mean PPL(Q) : 8.389337 ± 0.058940 Mean PPL(base) : 7.669212 ± 0.052592 Cor(ln(PPL(Q)), ln(PPL(base))): 98.30% Mean ln(PPL(Q)/PPL(base)) : 0.089748 ± 0.001293 Mean PPL(Q)/PPL(base) : 1.093898 ± 0.001414 Mean PPL(Q)-PPL(base) : 0.720125 ± 0.012082 ====== KL divergence statistics ====== Mean KLD: 0.089559 ± 0.000330 Maximum KLD: 5.434262 99.9% KLD: 1.383622 99.0% KLD: 0.545214 99.0% KLD: 0.545214 Median KLD: 0.059201 10.0% KLD: 0.001248 5.0% KLD: 0.000276 1.0% KLD: 0.000028 Minimum KLD: -0.000002 ====== Token probability statistics ====== Mean Δp: -1.135 ± 0.022 % Maximum Δp: 74.896% 99.9% Δp: 38.879% 99.0% Δp: 23.059% 95.0% Δp: 11.570% 90.0% Δp: 6.403% 75.0% Δp: 0.894% Median Δp: -0.038% 25.0% Δp: -2.772% 10.0% Δp: -10.283% 5.0% Δp: -16.115% 1.0% Δp: -29.853% 0.1% Δp: -55.436% Minimum Δp: -97.449% RMS Δp : 8.734 ± 0.037 % Same top p: 84.881 ± 0.092 %