| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 26.638550 ± 0.259075 | |
| Mean PPL(base) : 24.931431 ± 0.241228 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 98.51% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.066230 ± 0.001677 | |
| Mean PPL(Q)/PPL(base) : 1.068473 ± 0.001792 | |
| Mean PPL(Q)-PPL(base) : 1.707120 ± 0.046752 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.115060 ± 0.000427 | |
| Maximum KLD: 6.862354 | |
| 99.9% KLD: 1.668972 | |
| 99.0% KLD: 0.747263 | |
| 99.0% KLD: 0.747263 | |
| Median KLD: 0.065809 | |
| 10.0% KLD: 0.001661 | |
| 5.0% KLD: 0.000301 | |
| 1.0% KLD: 0.000018 | |
| Minimum KLD: -0.000103 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -1.254 ± 0.021 % | |
| Maximum Δp: 92.550% | |
| 99.9% Δp: 43.219% | |
| 99.0% Δp: 21.697% | |
| 95.0% Δp: 8.707% | |
| 90.0% Δp: 4.022% | |
| 75.0% Δp: 0.260% | |
| Median Δp: -0.015% | |
| 25.0% Δp: -1.839% | |
| 10.0% Δp: -8.696% | |
| 5.0% Δp: -15.122% | |
| 1.0% Δp: -31.087% | |
| 0.1% Δp: -57.206% | |
| Minimum Δp: -96.125% | |
| RMS Δp : 8.252 ± 0.042 % | |
| Same top p: 83.845 ± 0.095 % | |