| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 60.855606 ± 0.768774 | |
| Mean PPL(base) : 8.445938 ± 0.065177 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 73.47% | |
| Mean ln(PPL(Q)/PPL(base)) : 1.974818 ± 0.008712 | |
| Mean PPL(Q)/PPL(base) : 7.205311 ± 0.062773 | |
| Mean PPL(Q)-PPL(base) : 52.409668 ± 0.722246 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 1.886749 ± 0.006413 | |
| Maximum KLD: 32.243908 | |
| 99.9% KLD: 18.146301 | |
| 99.0% KLD: 12.053426 | |
| 99.0% KLD: 12.053426 | |
| Median KLD: 1.116526 | |
| 10.0% KLD: 0.014264 | |
| 5.0% KLD: 0.002443 | |
| 1.0% KLD: 0.000117 | |
| Minimum KLD: -0.000003 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -10.112 ± 0.088 % | |
| Maximum Δp: 99.677% | |
| 99.9% Δp: 92.123% | |
| 99.0% Δp: 72.105% | |
| 95.0% Δp: 39.096% | |
| 90.0% Δp: 19.004% | |
| 75.0% Δp: 0.549% | |
| Median Δp: -0.551% | |
| 25.0% Δp: -16.110% | |
| 10.0% Δp: -63.590% | |
| 5.0% Δp: -91.581% | |
| 1.0% Δp: -99.973% | |
| 0.1% Δp: -100.000% | |
| Minimum Δp: -100.000% | |
| RMS Δp : 35.285 ± 0.093 % | |
| Same top p: 57.653 ± 0.128 % | |