====== Perplexity statistics ====== Mean PPL(Q) : 7.853283 ± 0.054726 Mean PPL(base) : 7.669212 ± 0.052592 Cor(ln(PPL(Q)), ln(PPL(base))): 99.59% Mean ln(PPL(Q)/PPL(base)) : 0.023718 ± 0.000635 Mean PPL(Q)/PPL(base) : 1.024001 ± 0.000651 Mean PPL(Q)-PPL(base) : 0.184071 ± 0.005304 ====== KL divergence statistics ====== Mean KLD: 0.018656 ± 0.000110 Maximum KLD: 7.140765 99.9% KLD: 0.458232 99.0% KLD: 0.158482 99.0% KLD: 0.158482 Median KLD: 0.009102 10.0% KLD: 0.000233 5.0% KLD: 0.000051 1.0% KLD: 0.000004 Minimum KLD: -0.000059 ====== Token probability statistics ====== Mean Δp: 0.092 ± 0.010 % Maximum Δp: 66.433% 99.9% Δp: 22.960% 99.0% Δp: 11.428% 95.0% Δp: 5.667% 90.0% Δp: 3.452% 75.0% Δp: 0.841% Median Δp: 0.001% 25.0% Δp: -0.535% 10.0% Δp: -2.891% 5.0% Δp: -5.201% 1.0% Δp: -12.426% 0.1% Δp: -30.269% Minimum Δp: -71.296% RMS Δp : 3.911 ± 0.026 % Same top p: 93.716 ± 0.062 %