====== Perplexity statistics ====== Mean PPL(Q) : 6.611877 ± 0.040700 Mean PPL(base) : 6.554978 ± 0.040159 Cor(ln(PPL(Q)), ln(PPL(base))): 99.79% Mean ln(PPL(Q)/PPL(base)) : 0.008643 ± 0.000403 Mean PPL(Q)/PPL(base) : 1.008680 ± 0.000406 Mean PPL(Q)-PPL(base) : 0.056898 ± 0.002699 ====== KL divergence statistics ====== Mean KLD: 0.009900 ± 0.000071 Maximum KLD: 2.807195 99.9% KLD: 0.340907 99.0% KLD: 0.088291 99.0% KLD: 0.088291 Median KLD: 0.005181 10.0% KLD: 0.000230 5.0% KLD: 0.000062 1.0% KLD: 0.000007 Minimum KLD: -0.000068 ====== Token probability statistics ====== Mean Δp: -0.112 ± 0.008 % Maximum Δp: 59.985% 99.9% Δp: 17.692% 99.0% Δp: 7.839% 95.0% Δp: 3.690% 90.0% Δp: 2.194% 75.0% Δp: 0.496% Median Δp: -0.001% 25.0% Δp: -0.613% 10.0% Δp: -2.427% 5.0% Δp: -4.015% 1.0% Δp: -9.158% 0.1% Δp: -26.484% Minimum Δp: -87.765% RMS Δp : 2.969 ± 0.028 % Same top p: 94.988 ± 0.058 %