====== Perplexity statistics ====== Mean PPL(Q) : 8.320959 ± 0.058079 Mean PPL(base) : 7.669212 ± 0.052592 Cor(ln(PPL(Q)), ln(PPL(base))): 98.43% Mean ln(PPL(Q)/PPL(base)) : 0.081564 ± 0.001230 Mean PPL(Q)/PPL(base) : 1.084982 ± 0.001335 Mean PPL(Q)-PPL(base) : 0.651747 ± 0.011213 ====== KL divergence statistics ====== Mean KLD: 0.083143 ± 0.000296 Maximum KLD: 6.062650 99.9% KLD: 1.201464 99.0% KLD: 0.480162 99.0% KLD: 0.480162 Median KLD: 0.056331 10.0% KLD: 0.001167 5.0% KLD: 0.000247 1.0% KLD: 0.000025 Minimum KLD: -0.000007 ====== Token probability statistics ====== Mean Δp: -1.276 ± 0.021 % Maximum Δp: 67.711% 99.9% Δp: 37.489% 99.0% Δp: 21.789% 95.0% Δp: 10.870% 90.0% Δp: 5.938% 75.0% Δp: 0.751% Median Δp: -0.048% 25.0% Δp: -2.890% 10.0% Δp: -10.428% 5.0% Δp: -16.263% 1.0% Δp: -29.041% 0.1% Δp: -51.259% Minimum Δp: -95.041% RMS Δp : 8.464 ± 0.035 % Same top p: 85.174 ± 0.091 %