Machine Translation (En ⇒ De) on Flores 101 (test)
29.5BLEUTarget-constrained tuning LoRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Target-constrained tuning LoRABase Model=LLaMA2-7b-Chat, tuning_method=LoRA2024.06 | 29.5 | 84.7 | |
| Vanilla Instruction tuning LoRABase Model=LLaMA2-7b-Chat, tuning_method=LoRA2024.06 | 29.2 | 84.6 | |
| Reweight AttentionBase Model=LLaMA2-7b-Chat2024.06 | 21.9 | 78.7 | |
| Vanilla ZeroshotBase Model=LLaMA2-7b-Chat2024.06 | 21.8 | 78.7 | |
| Contrastive DecodingBase Model=LLaMA2-7b-Chat2024.06 | 21.7 | 78.5 |