====== Perplexity statistics ====== Mean PPL(Q) : 30.107026 ± 0.329175 Mean PPL(base) : 9.042786 ± 0.071503 Cor(ln(PPL(Q)), ln(PPL(base))): 81.96% Mean ln(PPL(Q)/PPL(base)) : 1.202791 ± 0.006352 Mean PPL(Q)/PPL(base) : 3.329397 ± 0.021147 Mean PPL(Q)-PPL(base) : 21.064240 ± 0.273651 ====== KL divergence statistics ====== Mean KLD: 1.009233 ± 0.003785 Maximum KLD: 22.312464 99.9% KLD: 12.292943 99.0% KLD: 7.613831 99.0% KLD: 7.613831 Median KLD: 0.574097 10.0% KLD: 0.016605 5.0% KLD: 0.004251 1.0% KLD: 0.000354 Minimum KLD: -0.000000 ====== Token probability statistics ====== Mean Δp: -7.022 ± 0.073 % Maximum Δp: 99.488% 99.9% Δp: 84.278% 99.0% Δp: 60.487% 95.0% Δp: 32.046% 90.0% Δp: 16.402% 75.0% Δp: 1.023% Median Δp: -0.418% 25.0% Δp: -10.160% 10.0% Δp: -43.946% 5.0% Δp: -72.034% 1.0% Δp: -98.340% 0.1% Δp: -99.994% Minimum Δp: -100.000% RMS Δp : 28.800 ± 0.088 % Same top p: 67.476 ± 0.122 %