====== Perplexity statistics ====== Mean PPL(Q) : 7.582235 ± 0.048626 Mean PPL(base) : 7.534124 ± 0.048206 Cor(ln(PPL(Q)), ln(PPL(base))): 99.90% Mean ln(PPL(Q)/PPL(base)) : 0.006365 ± 0.000282 Mean PPL(Q)/PPL(base) : 1.006386 ± 0.000284 Mean PPL(Q)-PPL(base) : 0.048111 ± 0.002168 ====== KL divergence statistics ====== Mean KLD: 0.004976 ± 0.000032 Maximum KLD: 1.635007 99.9% KLD: 0.127847 99.0% KLD: 0.038030 99.0% KLD: 0.038030 Median KLD: 0.003028 10.0% KLD: 0.000180 5.0% KLD: 0.000057 1.0% KLD: 0.000006 Minimum KLD: -0.000153 ====== Token probability statistics ====== Mean Δp: -0.061 ± 0.005 % Maximum Δp: 42.055% 99.9% Δp: 10.474% 99.0% Δp: 5.063% 95.0% Δp: 2.612% 90.0% Δp: 1.612% 75.0% Δp: 0.375% Median Δp: -0.001% 25.0% Δp: -0.410% 10.0% Δp: -1.671% 5.0% Δp: -2.791% 1.0% Δp: -6.049% 0.1% Δp: -16.358% Minimum Δp: -71.814% RMS Δp : 1.956 ± 0.020 % Same top p: 96.417 ± 0.049 %