====== Perplexity statistics ====== Mean PPL(Q) : 7.363739 ± 0.053846 Mean PPL(base) : 6.180577 ± 0.041038 Cor(ln(PPL(Q)), ln(PPL(base))): 97.05% Mean ln(PPL(Q)/PPL(base)) : 0.175156 ± 0.001821 Mean PPL(Q)/PPL(base) : 1.191432 ± 0.002170 Mean PPL(Q)-PPL(base) : 1.183162 ± 0.017158 ====== KL divergence statistics ====== Mean KLD: 0.142269 ± 0.000710 Maximum KLD: 10.614665 99.9% KLD: 3.099322 99.0% KLD: 1.278775 99.0% KLD: 1.278775 Median KLD: 0.061778 10.0% KLD: 0.000942 5.0% KLD: 0.000282 1.0% KLD: 0.000050 Minimum KLD: -0.000511 ====== Token probability statistics ====== Mean Δp: 0.059 ± 0.027 % Maximum Δp: 93.792% 99.9% Δp: 58.352% 99.0% Δp: 30.707% 95.0% Δp: 15.365% 90.0% Δp: 9.259% 75.0% Δp: 2.139% Median Δp: 0.014% 25.0% Δp: -1.308% 10.0% Δp: -8.183% 5.0% Δp: -15.385% 1.0% Δp: -37.641% 0.1% Δp: -76.536% Minimum Δp: -99.100% RMS Δp : 10.632 ± 0.054 % Same top p: 85.482 ± 0.090 %