====== Perplexity statistics ====== Mean PPL(Q) : 25.379497 ± 0.247973 Mean PPL(base) : 24.931431 ± 0.241228 Cor(ln(PPL(Q)), ln(PPL(base))): 99.52% Mean ln(PPL(Q)/PPL(base)) : 0.017812 ± 0.000955 Mean PPL(Q)/PPL(base) : 1.017972 ± 0.000972 Mean PPL(Q)-PPL(base) : 0.448067 ± 0.024845 ====== KL divergence statistics ====== Mean KLD: 0.032033 ± 0.000122 Maximum KLD: 1.726200 99.9% KLD: 0.461810 99.0% KLD: 0.211016 99.0% KLD: 0.211016 Median KLD: 0.017953 10.0% KLD: 0.000386 5.0% KLD: 0.000063 1.0% KLD: 0.000001 Minimum KLD: -0.000295 ====== Token probability statistics ====== Mean Δp: -0.088 ± 0.011 % Maximum Δp: 67.370% 99.9% Δp: 27.270% 99.0% Δp: 13.595% 95.0% Δp: 5.977% 90.0% Δp: 3.182% 75.0% Δp: 0.383% Median Δp: -0.000% 25.0% Δp: -0.511% 10.0% Δp: -3.408% 5.0% Δp: -6.399% 1.0% Δp: -14.558% 0.1% Δp: -29.089% Minimum Δp: -68.450% RMS Δp : 4.330 ± 0.025 % Same top p: 91.049 ± 0.074 %