====== Perplexity statistics ====== Mean PPL(Q) : 10.469704 ± 0.076871 Mean PPL(base) : 10.036835 ± 0.072696 Cor(ln(PPL(Q)), ln(PPL(base))): 99.20% Mean ln(PPL(Q)/PPL(base)) : 0.042224 ± 0.000927 Mean PPL(Q)/PPL(base) : 1.043128 ± 0.000967 Mean PPL(Q)-PPL(base) : 0.432869 ± 0.010328 ====== KL divergence statistics ====== Mean KLD: 0.044002 ± 0.000201 Maximum KLD: 5.247561 99.9% KLD: 0.866438 99.0% KLD: 0.326842 99.0% KLD: 0.326842 Median KLD: 0.025367 10.0% KLD: 0.000731 5.0% KLD: 0.000142 1.0% KLD: 0.000009 Minimum KLD: -0.000234 ====== Token probability statistics ====== Mean Δp: -0.465 ± 0.014 % Maximum Δp: 82.693% 99.9% Δp: 28.711% 99.0% Δp: 14.576% 95.0% Δp: 6.726% 90.0% Δp: 3.801% 75.0% Δp: 0.673% Median Δp: -0.005% 25.0% Δp: -1.170% 10.0% Δp: -5.104% 5.0% Δp: -8.747% 1.0% Δp: -19.949% 0.1% Δp: -42.515% Minimum Δp: -96.762% RMS Δp : 5.550 ± 0.036 % Same top p: 89.641 ± 0.079 %