====== Perplexity statistics ====== Mean PPL(Q) : 8.376969 ± 0.060007 Mean PPL(base) : 7.669212 ± 0.052592 Cor(ln(PPL(Q)), ln(PPL(base))): 98.61% Mean ln(PPL(Q)/PPL(base)) : 0.088272 ± 0.001209 Mean PPL(Q)/PPL(base) : 1.092285 ± 0.001321 Mean PPL(Q)-PPL(base) : 0.707757 ± 0.011955 ====== KL divergence statistics ====== Mean KLD: 0.068549 ± 0.000337 Maximum KLD: 7.157206 99.9% KLD: 1.521417 99.0% KLD: 0.580272 99.0% KLD: 0.580272 Median KLD: 0.033173 10.0% KLD: 0.000904 5.0% KLD: 0.000207 1.0% KLD: 0.000022 Minimum KLD: -0.000013 ====== Token probability statistics ====== Mean Δp: -0.164 ± 0.018 % Maximum Δp: 91.952% 99.9% Δp: 40.903% 99.0% Δp: 20.124% 95.0% Δp: 9.817% 90.0% Δp: 5.860% 75.0% Δp: 1.292% Median Δp: -0.001% 25.0% Δp: -1.258% 10.0% Δp: -5.944% 5.0% Δp: -10.543% 1.0% Δp: -24.895% 0.1% Δp: -54.346% Minimum Δp: -93.879% RMS Δp : 7.202 ± 0.042 % Same top p: 88.757 ± 0.081 %