====== Perplexity statistics ====== Mean PPL(Q) : 8.037667 ± 0.050228 Mean PPL(base) : 7.534124 ± 0.048206 Cor(ln(PPL(Q)), ln(PPL(base))): 98.76% Mean ln(PPL(Q)/PPL(base)) : 0.064696 ± 0.001005 Mean PPL(Q)/PPL(base) : 1.066835 ± 0.001072 Mean PPL(Q)-PPL(base) : 0.503543 ± 0.007995 ====== KL divergence statistics ====== Mean KLD: 0.066422 ± 0.000322 Maximum KLD: 6.343029 99.9% KLD: 1.563787 99.0% KLD: 0.518421 99.0% KLD: 0.518421 Median KLD: 0.041650 10.0% KLD: 0.004530 5.0% KLD: 0.001681 1.0% KLD: 0.000255 Minimum KLD: 0.000001 ====== Token probability statistics ====== Mean Δp: -2.699 ± 0.019 % Maximum Δp: 69.336% 99.9% Δp: 26.823% 99.0% Δp: 11.876% 95.0% Δp: 4.305% 90.0% Δp: 1.889% 75.0% Δp: 0.060% Median Δp: -0.671% 25.0% Δp: -4.411% 10.0% Δp: -10.028% 5.0% Δp: -14.549% 1.0% Δp: -28.523% 0.1% Δp: -62.974% Minimum Δp: -96.416% RMS Δp : 7.606 ± 0.046 % Same top p: 88.690 ± 0.084 %