====== Perplexity statistics ====== Mean PPL(Q) : 7.296410 ± 0.044494 Mean PPL(base) : 6.554978 ± 0.040159 Cor(ln(PPL(Q)), ln(PPL(base))): 97.80% Mean ln(PPL(Q)/PPL(base)) : 0.107158 ± 0.001284 Mean PPL(Q)/PPL(base) : 1.113110 ± 0.001429 Mean PPL(Q)-PPL(base) : 0.741432 ± 0.009877 ====== KL divergence statistics ====== Mean KLD: 0.103618 ± 0.000568 Maximum KLD: 8.069861 99.9% KLD: 2.716604 99.0% KLD: 0.936197 99.0% KLD: 0.936197 Median KLD: 0.055715 10.0% KLD: 0.004556 5.0% KLD: 0.001484 1.0% KLD: 0.000210 Minimum KLD: 0.000001 ====== Token probability statistics ====== Mean Δp: -3.332 ± 0.025 % Maximum Δp: 75.533% 99.9% Δp: 35.065% 99.0% Δp: 14.712% 95.0% Δp: 5.790% 90.0% Δp: 2.603% 75.0% Δp: 0.073% Median Δp: -0.775% 25.0% Δp: -5.092% 10.0% Δp: -12.092% 5.0% Δp: -18.306% 1.0% Δp: -42.318% 0.1% Δp: -81.231% Minimum Δp: -99.509% RMS Δp : 10.006 ± 0.060 % Same top p: 85.760 ± 0.092 %