====== Perplexity statistics ====== Mean PPL(Q) : 33.537202 ± 0.371564 Mean PPL(base) : 9.042786 ± 0.071503 Cor(ln(PPL(Q)), ln(PPL(base))): 79.10% Mean ln(PPL(Q)/PPL(base)) : 1.310688 ± 0.006832 Mean PPL(Q)/PPL(base) : 3.708725 ± 0.025338 Mean PPL(Q)-PPL(base) : 24.494416 ± 0.318026 ====== KL divergence statistics ====== Mean KLD: 1.263077 ± 0.004253 Maximum KLD: 23.683029 99.9% KLD: 12.829600 99.0% KLD: 8.069357 99.0% KLD: 8.069357 Median KLD: 0.755642 10.0% KLD: 0.018898 5.0% KLD: 0.004577 1.0% KLD: 0.000375 Minimum KLD: -0.000003 ====== Token probability statistics ====== Mean Δp: -8.200 ± 0.078 % Maximum Δp: 99.800% 99.9% Δp: 90.394% 99.0% Δp: 66.393% 95.0% Δp: 34.806% 90.0% Δp: 16.907% 75.0% Δp: 0.806% Median Δp: -0.550% 25.0% Δp: -12.684% 10.0% Δp: -50.926% 5.0% Δp: -77.962% 1.0% Δp: -98.305% 0.1% Δp: -99.990% Minimum Δp: -100.000% RMS Δp : 31.084 ± 0.088 % Same top p: 62.253 ± 0.126 %