====== Perplexity statistics ====== Mean PPL(Q) : 18.556910 ± 0.145472 Mean PPL(base) : 6.180577 ± 0.041038 Cor(ln(PPL(Q)), ln(PPL(base))): 74.92% Mean ln(PPL(Q)/PPL(base)) : 1.099431 ± 0.005248 Mean PPL(Q)/PPL(base) : 3.002456 ± 0.015757 Mean PPL(Q)-PPL(base) : 12.376333 ± 0.117900 ====== KL divergence statistics ====== Mean KLD: 1.187728 ± 0.004237 Maximum KLD: 27.586824 99.9% KLD: 14.366529 99.0% KLD: 8.795478 99.0% KLD: 8.795478 Median KLD: 0.711806 10.0% KLD: 0.068614 5.0% KLD: 0.024978 1.0% KLD: 0.004366 Minimum KLD: 0.000131 ====== Token probability statistics ====== Mean Δp: -16.803 ± 0.083 % Maximum Δp: 94.144% 99.9% Δp: 72.562% 99.0% Δp: 49.033% 95.0% Δp: 23.292% 90.0% Δp: 10.354% 75.0% Δp: 0.021% Median Δp: -4.202% 25.0% Δp: -30.211% 10.0% Δp: -70.964% 5.0% Δp: -90.473% 1.0% Δp: -99.772% 0.1% Δp: -99.967% Minimum Δp: -99.998% RMS Δp : 36.521 ± 0.088 % Same top p: 63.986 ± 0.123 %