| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 14.049490 ± 0.119296 | |
| Mean PPL(base) : 14.009216 ± 0.118474 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 98.90% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.002871 ± 0.001257 | |
| Mean PPL(Q)/PPL(base) : 1.002875 ± 0.001261 | |
| Mean PPL(Q)-PPL(base) : 0.040274 ± 0.017652 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.071652 ± 0.000563 | |
| Maximum KLD: 9.861359 | |
| 99.9% KLD: 2.837626 | |
| 99.0% KLD: 0.888377 | |
| 99.0% KLD: 0.888377 | |
| Median KLD: 0.024927 | |
| 10.0% KLD: 0.000580 | |
| 5.0% KLD: 0.000121 | |
| 1.0% KLD: 0.000009 | |
| Minimum KLD: -0.000063 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -0.076 ± 0.017 % | |
| Maximum Δp: 97.871% | |
| 99.9% Δp: 57.205% | |
| 99.0% Δp: 21.178% | |
| 95.0% Δp: 8.128% | |
| 90.0% Δp: 4.301% | |
| 75.0% Δp: 0.634% | |
| Median Δp: -0.001% | |
| 25.0% Δp: -0.896% | |
| 10.0% Δp: -4.761% | |
| 5.0% Δp: -8.767% | |
| 1.0% Δp: -20.512% | |
| 0.1% Δp: -41.932% | |
| Minimum Δp: -99.017% | |
| RMS Δp : 6.634 ± 0.049 % | |
| Same top p: 89.014 ± 0.082 % | |