====== Perplexity statistics ====== Mean PPL(Q) : 18.174846 ± 0.142320 Mean PPL(base) : 6.180577 ± 0.041038 Cor(ln(PPL(Q)), ln(PPL(base))): 75.14% Mean ln(PPL(Q)/PPL(base)) : 1.078627 ± 0.005222 Mean PPL(Q)/PPL(base) : 2.940639 ± 0.015356 Mean PPL(Q)-PPL(base) : 11.994269 ± 0.114726 ====== KL divergence statistics ====== Mean KLD: 1.159685 ± 0.004238 Maximum KLD: 28.100733 99.9% KLD: 14.541190 99.0% KLD: 8.790474 99.0% KLD: 8.790474 Median KLD: 0.682733 10.0% KLD: 0.066346 5.0% KLD: 0.024022 1.0% KLD: 0.004240 Minimum KLD: 0.000159 ====== Token probability statistics ====== Mean Δp: -16.552 ± 0.083 % Maximum Δp: 94.307% 99.9% Δp: 72.111% 99.0% Δp: 47.813% 95.0% Δp: 23.079% 90.0% Δp: 10.497% 75.0% Δp: 0.030% Median Δp: -4.029% 25.0% Δp: -29.474% 10.0% Δp: -70.364% 5.0% Δp: -90.072% 1.0% Δp: -99.761% 0.1% Δp: -99.966% Minimum Δp: -99.998% RMS Δp : 36.214 ± 0.088 % Same top p: 64.455 ± 0.123 %