====== Perplexity statistics ====== Mean PPL(Q) : 8.110625 ± 0.057574 Mean PPL(base) : 7.669212 ± 0.052592 Cor(ln(PPL(Q)), ln(PPL(base))): 99.13% Mean ln(PPL(Q)/PPL(base)) : 0.055961 ± 0.000952 Mean PPL(Q)/PPL(base) : 1.057557 ± 0.001006 Mean PPL(Q)-PPL(base) : 0.441413 ± 0.008805 ====== KL divergence statistics ====== Mean KLD: 0.040448 ± 0.000234 Maximum KLD: 6.379222 99.9% KLD: 1.053216 99.0% KLD: 0.360273 99.0% KLD: 0.360273 Median KLD: 0.018671 10.0% KLD: 0.000506 5.0% KLD: 0.000109 1.0% KLD: 0.000010 Minimum KLD: -0.000056 ====== Token probability statistics ====== Mean Δp: 0.051 ± 0.015 % Maximum Δp: 74.698% 99.9% Δp: 33.122% 99.0% Δp: 16.452% 95.0% Δp: 8.086% 90.0% Δp: 4.929% 75.0% Δp: 1.204% Median Δp: 0.002% 25.0% Δp: -0.779% 10.0% Δp: -4.283% 5.0% Δp: -7.905% 1.0% Δp: -19.413% 0.1% Δp: -47.356% Minimum Δp: -94.695% RMS Δp : 5.835 ± 0.039 % Same top p: 91.224 ± 0.073 %