====== Perplexity statistics ====== Mean PPL(Q) : 7.347298 ± 0.046298 Mean PPL(base) : 7.237090 ± 0.045539 Cor(ln(PPL(Q)), ln(PPL(base))): 99.80% Mean ln(PPL(Q)/PPL(base)) : 0.015114 ± 0.000397 Mean PPL(Q)/PPL(base) : 1.015228 ± 0.000403 Mean PPL(Q)-PPL(base) : 0.110209 ± 0.002994 ====== KL divergence statistics ====== Mean KLD: 0.009763 ± 0.000056 Maximum KLD: 1.979661 99.9% KLD: 0.248941 99.0% KLD: 0.074428 99.0% KLD: 0.074428 Median KLD: 0.005853 10.0% KLD: 0.000390 5.0% KLD: 0.000129 1.0% KLD: 0.000017 Minimum KLD: -0.000066 ====== Token probability statistics ====== Mean Δp: -0.342 ± 0.007 % Maximum Δp: 55.623% 99.9% Δp: 13.960% 99.0% Δp: 6.651% 95.0% Δp: 3.167% 90.0% Δp: 1.790% 75.0% Δp: 0.310% Median Δp: -0.024% 25.0% Δp: -0.832% 10.0% Δp: -2.797% 5.0% Δp: -4.458% 1.0% Δp: -9.272% 0.1% Δp: -21.545% Minimum Δp: -83.712% RMS Δp : 2.763 ± 0.024 % Same top p: 95.200 ± 0.056 %