====== Perplexity statistics ====== Mean PPL(Q) : 20.379006 ± 0.160275 Mean PPL(base) : 6.180577 ± 0.041038 Cor(ln(PPL(Q)), ln(PPL(base))): 73.93% Mean ln(PPL(Q)/PPL(base)) : 1.193094 ± 0.005360 Mean PPL(Q)/PPL(base) : 3.297266 ± 0.017673 Mean PPL(Q)-PPL(base) : 14.198428 ± 0.132841 ====== KL divergence statistics ====== Mean KLD: 1.290608 ± 0.004304 Maximum KLD: 27.217335 99.9% KLD: 13.970652 99.0% KLD: 8.700209 99.0% KLD: 8.700209 Median KLD: 0.800781 10.0% KLD: 0.078073 5.0% KLD: 0.028142 1.0% KLD: 0.004895 Minimum KLD: 0.000072 ====== Token probability statistics ====== Mean Δp: -18.226 ± 0.085 % Maximum Δp: 95.351% 99.9% Δp: 73.378% 99.0% Δp: 48.957% 95.0% Δp: 22.742% 90.0% Δp: 9.547% 75.0% Δp: 0.003% Median Δp: -5.000% 25.0% Δp: -33.511% 10.0% Δp: -75.041% 5.0% Δp: -91.958% 1.0% Δp: -99.782% 0.1% Δp: -99.968% Minimum Δp: -99.998% RMS Δp : 37.928 ± 0.088 % Same top p: 62.059 ± 0.125 %