====== Perplexity statistics ====== Mean PPL(Q) : 9.384561 ± 0.066615 Mean PPL(base) : 9.366577 ± 0.066397 Cor(ln(PPL(Q)), ln(PPL(base))): 99.96% Mean ln(PPL(Q)/PPL(base)) : 0.001918 ± 0.000206 Mean PPL(Q)/PPL(base) : 1.001920 ± 0.000207 Mean PPL(Q)-PPL(base) : 0.017984 ± 0.001945 ====== KL divergence statistics ====== Mean KLD: 0.001779 ± 0.000018 Maximum KLD: 1.977490 99.9% KLD: 0.040032 99.0% KLD: 0.012342 99.0% KLD: 0.012342 Median KLD: 0.001053 10.0% KLD: 0.000028 5.0% KLD: 0.000005 1.0% KLD: -0.000001 Minimum KLD: -0.000152 ====== Token probability statistics ====== Mean Δp: -0.027 ± 0.003 % Maximum Δp: 49.334% 99.9% Δp: 7.267% 99.0% Δp: 3.236% 95.0% Δp: 1.482% 90.0% Δp: 0.845% 75.0% Δp: 0.164% Median Δp: -0.000% 25.0% Δp: -0.202% 10.0% Δp: -0.938% 5.0% Δp: -1.620% 1.0% Δp: -3.443% 0.1% Δp: -7.356% Minimum Δp: -46.022% RMS Δp : 1.101 ± 0.012 % Same top p: 97.794 ± 0.038 %