====== Perplexity statistics ====== Mean PPL(Q) : 21.165413 ± 0.164512 Mean PPL(base) : 6.180577 ± 0.041038 Cor(ln(PPL(Q)), ln(PPL(base))): 73.80% Mean ln(PPL(Q)/PPL(base)) : 1.230957 ± 0.005322 Mean PPL(Q)/PPL(base) : 3.424504 ± 0.018226 Mean PPL(Q)-PPL(base) : 14.984836 ± 0.137053 ====== KL divergence statistics ====== Mean KLD: 1.340446 ± 0.004301 Maximum KLD: 26.031479 99.9% KLD: 13.794025 99.0% KLD: 8.598367 99.0% KLD: 8.598367 Median KLD: 0.843369 10.0% KLD: 0.087419 5.0% KLD: 0.032046 1.0% KLD: 0.005851 Minimum KLD: 0.000204 ====== Token probability statistics ====== Mean Δp: -19.454 ± 0.086 % Maximum Δp: 95.317% 99.9% Δp: 71.779% 99.0% Δp: 46.392% 95.0% Δp: 20.287% 90.0% Δp: 7.866% 75.0% Δp: -0.004% Median Δp: -5.901% 25.0% Δp: -35.629% 10.0% Δp: -76.898% 5.0% Δp: -92.591% 1.0% Δp: -99.784% 0.1% Δp: -99.968% Minimum Δp: -99.998% RMS Δp : 38.586 ± 0.088 % Same top p: 61.705 ± 0.125 %