====== Perplexity statistics ====== Mean PPL(Q) : 35.478449 ± 0.411747 Mean PPL(base) : 9.042786 ± 0.071503 Cor(ln(PPL(Q)), ln(PPL(base))): 80.18% Mean ln(PPL(Q)/PPL(base)) : 1.366958 ± 0.007075 Mean PPL(Q)/PPL(base) : 3.923398 ± 0.027759 Mean PPL(Q)-PPL(base) : 26.435664 ± 0.356985 ====== KL divergence statistics ====== Mean KLD: 1.229937 ± 0.004277 Maximum KLD: 25.876987 99.9% KLD: 13.510958 99.0% KLD: 8.435304 99.0% KLD: 8.435304 Median KLD: 0.728065 10.0% KLD: 0.020280 5.0% KLD: 0.004677 1.0% KLD: 0.000320 Minimum KLD: -0.000003 ====== Token probability statistics ====== Mean Δp: -6.562 ± 0.077 % Maximum Δp: 99.860% 99.9% Δp: 90.203% 99.0% Δp: 66.591% 95.0% Δp: 36.644% 90.0% Δp: 19.461% 75.0% Δp: 1.507% Median Δp: -0.332% 25.0% Δp: -9.977% 10.0% Δp: -45.830% 5.0% Δp: -75.458% 1.0% Δp: -98.595% 0.1% Δp: -99.993% Minimum Δp: -100.000% RMS Δp : 30.166 ± 0.089 % Same top p: 65.259 ± 0.124 %