====== Perplexity statistics ====== Mean PPL(Q) : 36.879518 ± 0.436763 Mean PPL(base) : 9.042786 ± 0.071503 Cor(ln(PPL(Q)), ln(PPL(base))): 80.79% Mean ln(PPL(Q)/PPL(base)) : 1.405689 ± 0.007174 Mean PPL(Q)/PPL(base) : 4.078336 ± 0.029260 Mean PPL(Q)-PPL(base) : 27.836733 ± 0.381333 ====== KL divergence statistics ====== Mean KLD: 1.190922 ± 0.004215 Maximum KLD: 25.421314 99.9% KLD: 13.739526 99.0% KLD: 8.520005 99.0% KLD: 8.520005 Median KLD: 0.710480 10.0% KLD: 0.017773 5.0% KLD: 0.003969 1.0% KLD: 0.000258 Minimum KLD: -0.000003 ====== Token probability statistics ====== Mean Δp: -6.063 ± 0.075 % Maximum Δp: 99.690% 99.9% Δp: 88.494% 99.0% Δp: 65.535% 95.0% Δp: 36.662% 90.0% Δp: 19.570% 75.0% Δp: 1.644% Median Δp: -0.273% 25.0% Δp: -9.153% 10.0% Δp: -43.591% 5.0% Δp: -73.479% 1.0% Δp: -98.555% 0.1% Δp: -99.995% Minimum Δp: -100.000% RMS Δp : 29.578 ± 0.088 % Same top p: 66.655 ± 0.123 %