====== Perplexity statistics ====== Mean PPL(Q) : 30.014168 ± 0.327772 Mean PPL(base) : 9.042786 ± 0.071503 Cor(ln(PPL(Q)), ln(PPL(base))): 82.04% Mean ln(PPL(Q)/PPL(base)) : 1.199702 ± 0.006332 Mean PPL(Q)/PPL(base) : 3.319129 ± 0.021018 Mean PPL(Q)-PPL(base) : 20.971382 ± 0.272199 ====== KL divergence statistics ====== Mean KLD: 1.004325 ± 0.003776 Maximum KLD: 22.233902 99.9% KLD: 12.361748 99.0% KLD: 7.606510 99.0% KLD: 7.606510 Median KLD: 0.570352 10.0% KLD: 0.016693 5.0% KLD: 0.004282 1.0% KLD: 0.000351 Minimum KLD: -0.000003 ====== Token probability statistics ====== Mean Δp: -7.018 ± 0.073 % Maximum Δp: 99.437% 99.9% Δp: 83.997% 99.0% Δp: 60.615% 95.0% Δp: 32.020% 90.0% Δp: 16.340% 75.0% Δp: 1.021% Median Δp: -0.417% 25.0% Δp: -10.112% 10.0% Δp: -43.816% 5.0% Δp: -71.991% 1.0% Δp: -98.342% 0.1% Δp: -99.994% Minimum Δp: -100.000% RMS Δp : 28.772 ± 0.088 % Same top p: 67.589 ± 0.122 %