====== Perplexity statistics ====== Mean PPL(Q) : 25.139045 ± 0.245198 Mean PPL(base) : 24.931431 ± 0.241228 Cor(ln(PPL(Q)), ln(PPL(base))): 99.87% Mean ln(PPL(Q)/PPL(base)) : 0.008293 ± 0.000501 Mean PPL(Q)/PPL(base) : 1.008327 ± 0.000505 Mean PPL(Q)-PPL(base) : 0.207614 ± 0.013014 ====== KL divergence statistics ====== Mean KLD: 0.003335 ± 0.000014 Maximum KLD: 1.228119 99.9% KLD: 0.039909 99.0% KLD: 0.019418 99.0% KLD: 0.019418 Median KLD: 0.002067 10.0% KLD: 0.000037 5.0% KLD: 0.000005 1.0% KLD: -0.000004 Minimum KLD: -0.000159 ====== Token probability statistics ====== Mean Δp: -0.007 ± 0.004 % Maximum Δp: 22.155% 99.9% Δp: 8.711% 99.0% Δp: 4.504% 95.0% Δp: 2.060% 90.0% Δp: 1.096% 75.0% Δp: 0.141% Median Δp: -0.000% 25.0% Δp: -0.153% 10.0% Δp: -1.126% 5.0% Δp: -2.115% 1.0% Δp: -4.485% 0.1% Δp: -8.494% Minimum Δp: -55.308% RMS Δp : 1.402 ± 0.011 % Same top p: 96.985 ± 0.044 %