====== Perplexity statistics ====== Mean PPL(Q) : 6.664819 ± 0.045809 Mean PPL(base) : 6.180577 ± 0.041038 Cor(ln(PPL(Q)), ln(PPL(base))): 97.93% Mean ln(PPL(Q)/PPL(base)) : 0.075431 ± 0.001393 Mean PPL(Q)/PPL(base) : 1.078349 ± 0.001502 Mean PPL(Q)-PPL(base) : 0.484241 ± 0.010023 ====== KL divergence statistics ====== Mean KLD: 0.089022 ± 0.000546 Maximum KLD: 10.665466 99.9% KLD: 2.599383 99.0% KLD: 0.878372 99.0% KLD: 0.878372 Median KLD: 0.035028 10.0% KLD: 0.000741 5.0% KLD: 0.000266 1.0% KLD: 0.000058 Minimum KLD: -0.000048 ====== Token probability statistics ====== Mean Δp: -0.420 ± 0.023 % Maximum Δp: 99.020% 99.9% Δp: 48.121% 99.0% Δp: 24.234% 95.0% Δp: 11.472% 90.0% Δp: 6.624% 75.0% Δp: 1.272% Median Δp: -0.009% 25.0% Δp: -1.437% 10.0% Δp: -7.276% 5.0% Δp: -13.105% 1.0% Δp: -32.700% 0.1% Δp: -74.223% Minimum Δp: -99.724% RMS Δp : 8.997 ± 0.054 % Same top p: 88.025 ± 0.083 %