====== Perplexity statistics ====== Mean PPL(Q) : 10.188365 ± 0.074008 Mean PPL(base) : 10.036835 ± 0.072696 Cor(ln(PPL(Q)), ln(PPL(base))): 99.71% Mean ln(PPL(Q)/PPL(base)) : 0.014985 ± 0.000549 Mean PPL(Q)/PPL(base) : 1.015097 ± 0.000557 Mean PPL(Q)-PPL(base) : 0.151531 ± 0.005697 ====== KL divergence statistics ====== Mean KLD: 0.016340 ± 0.000073 Maximum KLD: 1.379349 99.9% KLD: 0.306994 99.0% KLD: 0.123776 99.0% KLD: 0.123776 Median KLD: 0.009530 10.0% KLD: 0.000284 5.0% KLD: 0.000056 1.0% KLD: 0.000003 Minimum KLD: -0.000110 ====== Token probability statistics ====== Mean Δp: -0.221 ± 0.009 % Maximum Δp: 58.518% 99.9% Δp: 19.108% 99.0% Δp: 9.095% 95.0% Δp: 4.085% 90.0% Δp: 2.282% 75.0% Δp: 0.400% Median Δp: -0.002% 25.0% Δp: -0.680% 10.0% Δp: -2.932% 5.0% Δp: -5.028% 1.0% Δp: -11.387% 0.1% Δp: -25.096% Minimum Δp: -63.543% RMS Δp : 3.306 ± 0.023 % Same top p: 93.581 ± 0.064 %