====== Perplexity statistics ====== Mean PPL(Q) : 30.644285 ± 0.335716 Mean PPL(base) : 9.042786 ± 0.071503 Cor(ln(PPL(Q)), ln(PPL(base))): 81.62% Mean ln(PPL(Q)/PPL(base)) : 1.220479 ± 0.006413 Mean PPL(Q)/PPL(base) : 3.388810 ± 0.021733 Mean PPL(Q)-PPL(base) : 21.601499 ± 0.280413 ====== KL divergence statistics ====== Mean KLD: 1.038541 ± 0.003836 Maximum KLD: 22.424044 99.9% KLD: 12.381549 99.0% KLD: 7.687484 99.0% KLD: 7.687484 Median KLD: 0.597444 10.0% KLD: 0.016928 5.0% KLD: 0.004340 1.0% KLD: 0.000359 Minimum KLD: -0.000003 ====== Token probability statistics ====== Mean Δp: -7.203 ± 0.074 % Maximum Δp: 99.718% 99.9% Δp: 84.842% 99.0% Δp: 61.523% 95.0% Δp: 32.607% 90.0% Δp: 16.381% 75.0% Δp: 0.982% Median Δp: -0.437% 25.0% Δp: -10.550% 10.0% Δp: -45.107% 5.0% Δp: -72.871% 1.0% Δp: -98.353% 0.1% Δp: -99.993% Minimum Δp: -100.000% RMS Δp : 29.119 ± 0.088 % Same top p: 66.765 ± 0.123 %