====== Perplexity statistics ====== Mean PPL(Q) : 10.349753 ± 0.074664 Mean PPL(base) : 10.036835 ± 0.072696 Cor(ln(PPL(Q)), ln(PPL(base))): 99.18% Mean ln(PPL(Q)/PPL(base)) : 0.030701 ± 0.000925 Mean PPL(Q)/PPL(base) : 1.031177 ± 0.000954 Mean PPL(Q)-PPL(base) : 0.312918 ± 0.009631 ====== KL divergence statistics ====== Mean KLD: 0.048768 ± 0.000209 Maximum KLD: 3.758030 99.9% KLD: 0.887181 99.0% KLD: 0.364024 99.0% KLD: 0.364024 Median KLD: 0.029039 10.0% KLD: 0.001092 5.0% KLD: 0.000244 1.0% KLD: 0.000018 Minimum KLD: -0.000019 ====== Token probability statistics ====== Mean Δp: -1.020 ± 0.015 % Maximum Δp: 79.699% 99.9% Δp: 30.611% 99.0% Δp: 14.151% 95.0% Δp: 5.746% 90.0% Δp: 2.903% 75.0% Δp: 0.312% Median Δp: -0.060% 25.0% Δp: -1.929% 10.0% Δp: -6.302% 5.0% Δp: -10.024% 1.0% Δp: -20.875% 0.1% Δp: -43.369% Minimum Δp: -76.104% RMS Δp : 5.764 ± 0.034 % Same top p: 89.288 ± 0.080 %