====== Perplexity statistics ====== Mean PPL(Q) : 18.213825 ± 0.142965 Mean PPL(base) : 6.180577 ± 0.041038 Cor(ln(PPL(Q)), ln(PPL(base))): 75.05% Mean ln(PPL(Q)/PPL(base)) : 1.080769 ± 0.005241 Mean PPL(Q)/PPL(base) : 2.946946 ± 0.015446 Mean PPL(Q)-PPL(base) : 12.033248 ± 0.115399 ====== KL divergence statistics ====== Mean KLD: 1.158026 ± 0.004262 Maximum KLD: 26.265640 99.9% KLD: 14.634221 99.0% KLD: 8.878881 99.0% KLD: 8.878881 Median KLD: 0.679157 10.0% KLD: 0.065587 5.0% KLD: 0.023885 1.0% KLD: 0.004187 Minimum KLD: 0.000139 ====== Token probability statistics ====== Mean Δp: -16.509 ± 0.083 % Maximum Δp: 94.239% 99.9% Δp: 72.141% 99.0% Δp: 48.282% 95.0% Δp: 23.325% 90.0% Δp: 10.605% 75.0% Δp: 0.032% Median Δp: -4.000% 25.0% Δp: -29.434% 10.0% Δp: -70.325% 5.0% Δp: -90.061% 1.0% Δp: -99.771% 0.1% Δp: -99.967% Minimum Δp: -99.998% RMS Δp : 36.219 ± 0.088 % Same top p: 64.447 ± 0.123 %