====== Perplexity statistics ====== Mean PPL(Q) : 28.239199 ±0.276339 Mean PPL(base) : 24.931431 ±0.241228 Cor(ln(PPL(Q)), ln(PPL(base))): 97.23% Mean ln(PPL(Q)/PPL(base)) : 0.124582 ±0.002294 Mean PPL(Q)/PPL(base) : 1.132675 ±0.002598 Mean PPL(Q)-PPL(base) : 3.307769 ±0.070198 ====== KL divergence statistics ====== Mean KLD: 0.230055 ±0.000737 Maximum KLD: 8.185512 99.9% KLD: 2.553982 99.0% KLD: 1.288128 99.0% KLD: 1.288128 Median KLD: 0.147510 10.0% KLD: 0.004156 5.0% KLD: 0.000713 1.0% KLD: 0.000035 Minimum KLD: -0.000052 ====== Token probability statistics ====== Mean Δp: -2.074 ± 0.029 % Maximum Δp: 95.238% 99.9% Δp: 55.714% 99.0% Δp: 30.183% 95.0% Δp: 12.353% 90.0% Δp: 5.671% 75.0% Δp: 0.292% Median Δp: -0.036% 25.0% Δp: -3.215% 10.0% Δp: -13.752% 5.0% Δp: -22.530% 1.0% Δp: -43.213% 0.1% Δp: -69.338% Minimum Δp: -99.414% RMS Δp : 11.536 ± 0.050 % Same top p: 76.903 ± 0.109 %