Translation on Translation (chrF, PPL)
41.8chrFDoRA-r16
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DoRA-r16Params=34.09M, Best Ep=10.0, Seeds=32026.06 | 41.8 | 4.38 | |
| LoRA-r16 replay1Params=17.43M, Best Ep=9.6, Seeds=52026.06 | 41.4 | 4.5 | |
| LoRA-r16Params=17.43M, Best Ep=9.6, Seeds=52026.06 | 41.4 | 4.54 | |
| OPLoRA-r16Params=17.43M, Best Ep=10.8, Seeds=52026.06 | 41.4 | 4.54 | |
| CorDA-k16-r16Params=17.43M, Best Ep=8.8, Seeds=52026.06 | 41.4 | 4.38 | |
| FProj-LRParams=17.43M, Best Ep=10.8, Seeds=32026.06 | 41.3 | 4.38 | |
| Fora-LRParams=17.76M, Best Ep=11.0, Seeds=32026.06 | 41.3 | 4.38 | |
| LoRA-r16 replay5Params=17.43M, Best Ep=9.0, Seeds=52026.06 | 41 | 4.45 | |
| LoRA-r64Params=69.73M, Best Ep=5.6, Seeds=52026.06 | 41 | 4.82 | |
| DoRA-r3Params=3.84M, Best Ep=5.7, Seeds=32026.06 | 40.8 | 4.93 | |
| LoRA-r3Params=3.27M, Best Ep=6.3, Seeds=32026.06 | 40.6 | 4.95 | |
| LoRA-r16 replay10Params=17.43M, Best Ep=10.0, Seeds=52026.06 | 40.5 | 4.55 | |
| Full FTBest Ep=1.02026.06 | 39.6 | 4.79 | |
| WProjBest Ep=1.02026.06 | 39.5 | 4.79 | |
| EWCBest Ep=1.02026.06 | 39.5 | 4.79 | |
| LwFBest Ep=2.22026.06 | 39.5 | 5.03 | |
| L2-SPBest Ep=1.02026.06 | 39.4 | 4.79 | |
| FProjBest Ep=1.02026.06 | 39 | 4.8 | |
| ForaBest Ep=1.02026.06 | 39 | 4.8 | |
| PiSSA-r3Params=3.27M, Best Ep=5.7, Seeds=32026.06 | 39 | 6.31 |