====== Perplexity statistics ====== Mean PPL(Q) : 7.976327 ± 0.051353 Mean PPL(base) : 7.534124 ± 0.048206 Cor(ln(PPL(Q)), ln(PPL(base))): 99.11% Mean ln(PPL(Q)/PPL(base)) : 0.057036 ± 0.000859 Mean PPL(Q)/PPL(base) : 1.058693 ± 0.000909 Mean PPL(Q)-PPL(base) : 0.442203 ± 0.007358 ====== KL divergence statistics ====== Mean KLD: 0.047280 ± 0.000179 Maximum KLD: 5.494512 99.9% KLD: 0.810310 99.0% KLD: 0.269754 99.0% KLD: 0.269754 Median KLD: 0.035490 10.0% KLD: 0.002030 5.0% KLD: 0.000628 1.0% KLD: 0.000086 Minimum KLD: -0.000009 ====== Token probability statistics ====== Mean Δp: -1.263 ± 0.016 % Maximum Δp: 68.299% 99.9% Δp: 25.565% 99.0% Δp: 14.654% 95.0% Δp: 7.059% 90.0% Δp: 3.871% 75.0% Δp: 0.459% Median Δp: -0.143% 25.0% Δp: -2.635% 10.0% Δp: -7.943% 5.0% Δp: -11.969% 1.0% Δp: -21.603% 0.1% Δp: -44.826% Minimum Δp: -86.999% RMS Δp : 6.272 ± 0.032 % Same top p: 88.165 ± 0.085 %