====== Perplexity statistics ====== Mean PPL(Q) : 6.961140 ± 0.043016 Mean PPL(base) : 6.554978 ± 0.040159 Cor(ln(PPL(Q)), ln(PPL(base))): 98.70% Mean ln(PPL(Q)/PPL(base)) : 0.060118 ± 0.000993 Mean PPL(Q)/PPL(base) : 1.061962 ± 0.001054 Mean PPL(Q)-PPL(base) : 0.406162 ± 0.007280 ====== KL divergence statistics ====== Mean KLD: 0.063448 ± 0.000302 Maximum KLD: 7.254768 99.9% KLD: 1.439989 99.0% KLD: 0.441109 99.0% KLD: 0.441109 Median KLD: 0.042548 10.0% KLD: 0.001670 5.0% KLD: 0.000452 1.0% KLD: 0.000055 Minimum KLD: -0.000005 ====== Token probability statistics ====== Mean Δp: -1.289 ± 0.019 % Maximum Δp: 82.573% 99.9% Δp: 32.103% 99.0% Δp: 16.977% 95.0% Δp: 8.545% 90.0% Δp: 4.750% 75.0% Δp: 0.662% Median Δp: -0.108% 25.0% Δp: -2.773% 10.0% Δp: -8.634% 5.0% Δp: -13.233% 1.0% Δp: -26.218% 0.1% Δp: -59.125% Minimum Δp: -98.501% RMS Δp : 7.468 ± 0.043 % Same top p: 86.601 ± 0.090 %