Machine Translation (En ⇒ De) on WMT 22 (test)
35.3BLEUTarget-constrained tuning LoRA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Target-constrained tuning LoRABase Model=LLaMA2-7b-Chat, tuning_method=LoRA2024.06 | 35.3 | 82.1 | |
| Vanilla Instruction tuning LoRABase Model=LLaMA2-7b-Chat, tuning_method=LoRA2024.06 | 34 | 81.7 | |
| Reweight AttentionBase Model=LLaMA2-7b-Chat2024.06 | 23.7 | 74.5 | |
| Vanilla ZeroshotBase Model=LLaMA2-7b-Chat2024.06 | 23.5 | 74.4 | |
| Contrastive DecodingBase Model=LLaMA2-7b-Chat2024.06 | 23.4 | 74.4 |