====== Perplexity statistics ====== Mean PPL(Q) : 7.841948 ± 0.049502 Mean PPL(base) : 7.237090 ± 0.045539 Cor(ln(PPL(Q)), ln(PPL(base))): 98.36% Mean ln(PPL(Q)/PPL(base)) : 0.080268 ± 0.001143 Mean PPL(Q)/PPL(base) : 1.083578 ± 0.001238 Mean PPL(Q)-PPL(base) : 0.604858 ± 0.009476 ====== KL divergence statistics ====== Mean KLD: 0.081774 ± 0.000354 Maximum KLD: 7.690053 99.9% KLD: 1.654508 99.0% KLD: 0.555790 99.0% KLD: 0.555790 Median KLD: 0.056256 10.0% KLD: 0.003426 5.0% KLD: 0.001063 1.0% KLD: 0.000157 Minimum KLD: 0.000000 ====== Token probability statistics ====== Mean Δp: -2.133 ± 0.021 % Maximum Δp: 73.495% 99.9% Δp: 32.336% 99.0% Δp: 17.093% 95.0% Δp: 7.846% 90.0% Δp: 4.045% 75.0% Δp: 0.372% Median Δp: -0.301% 25.0% Δp: -3.967% 10.0% Δp: -10.805% 5.0% Δp: -16.007% 1.0% Δp: -30.015% 0.1% Δp: -62.256% Minimum Δp: -96.763% RMS Δp : 8.316 ± 0.043 % Same top p: 85.224 ± 0.094 %