====== Perplexity statistics ====== Mean PPL(Q) : 10.063662 ± 0.073025 Mean PPL(base) : 10.036835 ± 0.072696 Cor(ln(PPL(Q)), ln(PPL(base))): 99.97% Mean ln(PPL(Q)/PPL(base)) : 0.002669 ± 0.000186 Mean PPL(Q)/PPL(base) : 1.002673 ± 0.000186 Mean PPL(Q)-PPL(base) : 0.026827 ± 0.001889 ====== KL divergence statistics ====== Mean KLD: 0.001360 ± 0.000005 Maximum KLD: 0.216463 99.9% KLD: 0.021616 99.0% KLD: 0.008655 99.0% KLD: 0.008655 Median KLD: 0.000893 10.0% KLD: 0.000021 5.0% KLD: 0.000003 1.0% KLD: -0.000002 Minimum KLD: -0.000123 ====== Token probability statistics ====== Mean Δp: -0.011 ± 0.002 % Maximum Δp: 26.248% 99.9% Δp: 5.746% 99.0% Δp: 2.880% 95.0% Δp: 1.388% 90.0% Δp: 0.805% 75.0% Δp: 0.157% Median Δp: -0.000% 25.0% Δp: -0.176% 10.0% Δp: -0.830% 5.0% Δp: -1.418% 1.0% Δp: -2.952% 0.1% Δp: -6.178% Minimum Δp: -16.853% RMS Δp : 0.953 ± 0.006 % Same top p: 98.010 ± 0.036 %