====== Perplexity statistics ====== Mean PPL(Q) : 31.219358 ± 0.342580 Mean PPL(base) : 9.042786 ± 0.071503 Cor(ln(PPL(Q)), ln(PPL(base))): 80.83% Mean ln(PPL(Q)/PPL(base)) : 1.239071 ± 0.006532 Mean PPL(Q)/PPL(base) : 3.452405 ± 0.022552 Mean PPL(Q)-PPL(base) : 22.176573 ± 0.287880 ====== KL divergence statistics ====== Mean KLD: 1.106608 ± 0.003932 Maximum KLD: 20.797123 99.9% KLD: 12.310450 99.0% KLD: 7.690277 99.0% KLD: 7.690277 Median KLD: 0.642402 10.0% KLD: 0.017366 5.0% KLD: 0.004376 1.0% KLD: 0.000366 Minimum KLD: -0.000003 ====== Token probability statistics ====== Mean Δp: -7.494 ± 0.075 % Maximum Δp: 99.726% 99.9% Δp: 87.733% 99.0% Δp: 63.430% 95.0% Δp: 33.085% 90.0% Δp: 16.533% 75.0% Δp: 0.946% Median Δp: -0.461% 25.0% Δp: -11.162% 10.0% Δp: -47.083% 5.0% Δp: -74.484% 1.0% Δp: -98.197% 0.1% Δp: -99.992% Minimum Δp: -100.000% RMS Δp : 29.739 ± 0.088 % Same top p: 65.218 ± 0.124 %