====== Perplexity statistics ====== Mean PPL(Q) : 30.668770 ± 0.335889 Mean PPL(base) : 9.042786 ± 0.071503 Cor(ln(PPL(Q)), ln(PPL(base))): 81.60% Mean ln(PPL(Q)/PPL(base)) : 1.221278 ± 0.006415 Mean PPL(Q)/PPL(base) : 3.391518 ± 0.021755 Mean PPL(Q)-PPL(base) : 21.625984 ± 0.280606 ====== KL divergence statistics ====== Mean KLD: 1.039101 ± 0.003848 Maximum KLD: 22.598866 99.9% KLD: 12.543374 99.0% KLD: 7.697062 99.0% KLD: 7.697062 Median KLD: 0.596171 10.0% KLD: 0.017018 5.0% KLD: 0.004340 1.0% KLD: 0.000363 Minimum KLD: -0.000000 ====== Token probability statistics ====== Mean Δp: -7.245 ± 0.074 % Maximum Δp: 99.814% 99.9% Δp: 85.186% 99.0% Δp: 61.478% 95.0% Δp: 32.505% 90.0% Δp: 16.393% 75.0% Δp: 0.971% Median Δp: -0.442% 25.0% Δp: -10.578% 10.0% Δp: -45.165% 5.0% Δp: -72.951% 1.0% Δp: -98.402% 0.1% Δp: -99.994% Minimum Δp: -100.000% RMS Δp : 29.177 ± 0.088 % Same top p: 66.780 ± 0.123 %