====== Perplexity statistics ====== Mean PPL(Q) : 10.010842 ± 0.071669 Mean PPL(base) : 9.366577 ± 0.066397 Cor(ln(PPL(Q)), ln(PPL(base))): 98.55% Mean ln(PPL(Q)/PPL(base)) : 0.066521 ± 0.001216 Mean PPL(Q)/PPL(base) : 1.068783 ± 0.001299 Mean PPL(Q)-PPL(base) : 0.644264 ± 0.012880 ====== KL divergence statistics ====== Mean KLD: 0.080230 ± 0.000317 Maximum KLD: 5.784035 99.9% KLD: 1.294543 99.0% KLD: 0.528458 99.0% KLD: 0.528458 Median KLD: 0.051107 10.0% KLD: 0.001336 5.0% KLD: 0.000286 1.0% KLD: 0.000024 Minimum KLD: -0.000067 ====== Token probability statistics ====== Mean Δp: -1.245 ± 0.019 % Maximum Δp: 81.317% 99.9% Δp: 34.733% 99.0% Δp: 17.968% 95.0% Δp: 8.306% 90.0% Δp: 4.460% 75.0% Δp: 0.555% Median Δp: -0.050% 25.0% Δp: -2.346% 10.0% Δp: -8.488% 5.0% Δp: -13.739% 1.0% Δp: -28.248% 0.1% Δp: -54.584% Minimum Δp: -91.716% RMS Δp : 7.556 ± 0.040 % Same top p: 85.515 ± 0.091 %