====== Perplexity statistics ====== Mean PPL(Q) : 18.199918 ± 0.142513 Mean PPL(base) : 6.180577 ± 0.041038 Cor(ln(PPL(Q)), ln(PPL(base))): 75.20% Mean ln(PPL(Q)/PPL(base)) : 1.080005 ± 0.005216 Mean PPL(Q)/PPL(base) : 2.944695 ± 0.015358 Mean PPL(Q)-PPL(base) : 12.019340 ± 0.114880 ====== KL divergence statistics ====== Mean KLD: 1.160040 ± 0.004229 Maximum KLD: 27.444889 99.9% KLD: 14.604442 99.0% KLD: 8.763094 99.0% KLD: 8.763094 Median KLD: 0.682655 10.0% KLD: 0.066186 5.0% KLD: 0.023837 1.0% KLD: 0.004326 Minimum KLD: 0.000148 ====== Token probability statistics ====== Mean Δp: -16.565 ± 0.083 % Maximum Δp: 94.238% 99.9% Δp: 72.114% 99.0% Δp: 47.597% 95.0% Δp: 23.064% 90.0% Δp: 10.544% 75.0% Δp: 0.030% Median Δp: -4.020% 25.0% Δp: -29.497% 10.0% Δp: -70.424% 5.0% Δp: -90.053% 1.0% Δp: -99.759% 0.1% Δp: -99.965% Minimum Δp: -99.998% RMS Δp : 36.220 ± 0.088 % Same top p: 64.431 ± 0.123 %