====== Perplexity statistics ====== Mean PPL(Q) : 7.840359 ± 0.054591 Mean PPL(base) : 7.669212 ± 0.052592 Cor(ln(PPL(Q)), ln(PPL(base))): 99.59% Mean ln(PPL(Q)/PPL(base)) : 0.022071 ± 0.000635 Mean PPL(Q)/PPL(base) : 1.022316 ± 0.000649 Mean PPL(Q)-PPL(base) : 0.171147 ± 0.005250 ====== KL divergence statistics ====== Mean KLD: 0.018718 ± 0.000116 Maximum KLD: 6.114595 99.9% KLD: 0.485730 99.0% KLD: 0.163399 99.0% KLD: 0.163399 Median KLD: 0.008838 10.0% KLD: 0.000234 5.0% KLD: 0.000050 1.0% KLD: 0.000004 Minimum KLD: -0.000041 ====== Token probability statistics ====== Mean Δp: 0.076 ± 0.010 % Maximum Δp: 66.396% 99.9% Δp: 23.998% 99.0% Δp: 11.662% 95.0% Δp: 5.532% 90.0% Δp: 3.344% 75.0% Δp: 0.813% Median Δp: 0.002% 25.0% Δp: -0.545% 10.0% Δp: -2.911% 5.0% Δp: -5.225% 1.0% Δp: -12.402% 0.1% Δp: -30.453% Minimum Δp: -76.318% RMS Δp : 3.956 ± 0.029 % Same top p: 93.916 ± 0.061 %