====== Perplexity statistics ====== Mean PPL(Q) : 9.411472 ± 0.066924 Mean PPL(base) : 9.366577 ± 0.066397 Cor(ln(PPL(Q)), ln(PPL(base))): 99.88% Mean ln(PPL(Q)/PPL(base)) : 0.004782 ± 0.000343 Mean PPL(Q)/PPL(base) : 1.004793 ± 0.000345 Mean PPL(Q)-PPL(base) : 0.044894 ± 0.003261 ====== KL divergence statistics ====== Mean KLD: 0.005881 ± 0.000035 Maximum KLD: 2.356096 99.9% KLD: 0.110341 99.0% KLD: 0.039253 99.0% KLD: 0.039253 Median KLD: 0.003644 10.0% KLD: 0.000086 5.0% KLD: 0.000015 1.0% KLD: -0.000000 Minimum KLD: -0.000153 ====== Token probability statistics ====== Mean Δp: -0.012 ± 0.005 % Maximum Δp: 40.226% 99.9% Δp: 11.947% 99.0% Δp: 6.009% 95.0% Δp: 2.947% 90.0% Δp: 1.726% 75.0% Δp: 0.356% Median Δp: -0.000% 25.0% Δp: -0.356% 10.0% Δp: -1.732% 5.0% Δp: -2.967% 1.0% Δp: -6.302% 0.1% Δp: -13.317% Minimum Δp: -62.412% RMS Δp : 2.028 ± 0.015 % Same top p: 95.904 ± 0.051 %