====== Perplexity statistics ====== Mean PPL(Q) : 10.224307 ± 0.073520 Mean PPL(base) : 9.366577 ± 0.066397 Cor(ln(PPL(Q)), ln(PPL(base))): 98.16% Mean ln(PPL(Q)/PPL(base)) : 0.087620 ± 0.001374 Mean PPL(Q)/PPL(base) : 1.091573 ± 0.001499 Mean PPL(Q)-PPL(base) : 0.857730 ± 0.015181 ====== KL divergence statistics ====== Mean KLD: 0.101951 ± 0.000397 Maximum KLD: 6.073646 99.9% KLD: 1.662331 99.0% KLD: 0.673299 99.0% KLD: 0.673299 Median KLD: 0.064775 10.0% KLD: 0.001756 5.0% KLD: 0.000385 1.0% KLD: 0.000033 Minimum KLD: -0.000036 ====== Token probability statistics ====== Mean Δp: -1.602 ± 0.022 % Maximum Δp: 88.808% 99.9% Δp: 37.347% 99.0% Δp: 19.623% 95.0% Δp: 8.796% 90.0% Δp: 4.589% 75.0% Δp: 0.491% Median Δp: -0.086% 25.0% Δp: -2.849% 10.0% Δp: -9.793% 5.0% Δp: -15.740% 1.0% Δp: -31.943% 0.1% Δp: -61.801% Minimum Δp: -98.023% RMS Δp : 8.487 ± 0.044 % Same top p: 84.095 ± 0.095 %