====== Perplexity statistics ====== Mean PPL(Q) : 36.103787 ± 0.402250 Mean PPL(base) : 9.042786 ± 0.071503 Cor(ln(PPL(Q)), ln(PPL(base))): 77.13% Mean ln(PPL(Q)/PPL(base)) : 1.384430 ± 0.007124 Mean PPL(Q)/PPL(base) : 3.992551 ± 0.028445 Mean PPL(Q)-PPL(base) : 27.061001 ± 0.350072 ====== KL divergence statistics ====== Mean KLD: 1.395578 ± 0.004559 Maximum KLD: 24.088387 99.9% KLD: 13.768757 99.0% KLD: 8.603606 99.0% KLD: 8.603606 Median KLD: 0.858334 10.0% KLD: 0.021285 5.0% KLD: 0.005174 1.0% KLD: 0.000393 Minimum KLD: -0.000002 ====== Token probability statistics ====== Mean Δp: -9.212 ± 0.080 % Maximum Δp: 99.844% 99.9% Δp: 91.248% 99.0% Δp: 67.876% 95.0% Δp: 34.787% 90.0% Δp: 16.139% 75.0% Δp: 0.593% Median Δp: -0.696% 25.0% Δp: -14.997% 10.0% Δp: -54.930% 5.0% Δp: -79.831% 1.0% Δp: -98.568% 0.1% Δp: -99.992% Minimum Δp: -100.000% RMS Δp : 32.089 ± 0.088 % Same top p: 59.830 ± 0.128 %