====== Perplexity statistics ====== Mean PPL(Q) : 10.139939 ± 0.073658 Mean PPL(base) : 10.036835 ± 0.072696 Cor(ln(PPL(Q)), ln(PPL(base))): 99.75% Mean ln(PPL(Q)/PPL(base)) : 0.010220 ± 0.000518 Mean PPL(Q)/PPL(base) : 1.010273 ± 0.000523 Mean PPL(Q)-PPL(base) : 0.103104 ± 0.005308 ====== KL divergence statistics ====== Mean KLD: 0.014417 ± 0.000070 Maximum KLD: 3.952321 99.9% KLD: 0.271614 99.0% KLD: 0.107147 99.0% KLD: 0.107147 Median KLD: 0.008493 10.0% KLD: 0.000243 5.0% KLD: 0.000047 1.0% KLD: 0.000002 Minimum KLD: -0.000098 ====== Token probability statistics ====== Mean Δp: -0.146 ± 0.008 % Maximum Δp: 90.019% 99.9% Δp: 18.437% 99.0% Δp: 9.000% 95.0% Δp: 4.047% 90.0% Δp: 2.286% 75.0% Δp: 0.407% Median Δp: -0.001% 25.0% Δp: -0.621% 10.0% Δp: -2.714% 5.0% Δp: -4.622% 1.0% Δp: -10.223% 0.1% Δp: -22.645% Minimum Δp: -68.862% RMS Δp : 3.110 ± 0.023 % Same top p: 94.018 ± 0.061 %