====== Perplexity statistics ====== Mean PPL(Q) : 18.203515 ± 0.142826 Mean PPL(base) : 6.180577 ± 0.041038 Cor(ln(PPL(Q)), ln(PPL(base))): 75.02% Mean ln(PPL(Q)/PPL(base)) : 1.080203 ± 0.005242 Mean PPL(Q)/PPL(base) : 2.945277 ± 0.015439 Mean PPL(Q)-PPL(base) : 12.022938 ± 0.115276 ====== KL divergence statistics ====== Mean KLD: 1.158351 ± 0.004265 Maximum KLD: 27.082415 99.9% KLD: 14.510898 99.0% KLD: 8.873251 99.0% KLD: 8.873251 Median KLD: 0.678687 10.0% KLD: 0.065954 5.0% KLD: 0.024006 1.0% KLD: 0.004161 Minimum KLD: 0.000141 ====== Token probability statistics ====== Mean Δp: -16.515 ± 0.083 % Maximum Δp: 94.585% 99.9% Δp: 72.074% 99.0% Δp: 48.296% 95.0% Δp: 23.169% 90.0% Δp: 10.662% 75.0% Δp: 0.031% Median Δp: -4.006% 25.0% Δp: -29.412% 10.0% Δp: -70.362% 5.0% Δp: -90.143% 1.0% Δp: -99.767% 0.1% Δp: -99.966% Minimum Δp: -99.998% RMS Δp : 36.227 ± 0.088 % Same top p: 64.562 ± 0.123 %