Machine Translation on WMT en→is (test)
26.68BLEUALMA-13B-LORA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ALMA-13B-LORABackbone=LLaMA-2, Parameter Scale=13B, Fine-tuning=LoRA2023.09 | 26.68 | 86.08 | |
| ALMA-13BBackbone=LLaMA-2, Parameter Scale=13B2023.09 | 26.67 | 85.85 | |
| ALMA-7BBackbone=LLaMA-2, Parameter Scale=7B2023.09 | 25.71 | 85.52 | |
| ALMA-7B-LORABackbone=LLaMA-2, Parameter Scale=7B, Fine-tuning=LoRA2023.09 | 25.19 | 85.44 | |
| NLLB-54BParameter Scale=54B2023.09 | 24.15 | 81.76 | |
| GPT-3.5-TZero-shot=true, Version=turbo-03012023.09 | 18.74 | 81.04 | |
| Bayling-13BBackbone=LLaMA-2, Parameter Scale=13B2023.09 | 16.43 | 78.22 | |
| GPT-3.5-DZero-shot=true, Version=text-davinci-0032023.09 | 15.9 | 76.28 | |
| LLaMA-2-13BBackbone=LLaMA-2, Parameter Scale=13B, Zero-shot=true2023.09 | 2.36 | 38.47 | |
| BigTranslate-13BBackbone=LLaMA-1, Parameter Scale=13B2023.09 | 2.28 | 35.56 | |
| LLaMA-2-7BBackbone=LLaMA-2, Parameter Scale=7B, Zero-shot=true2023.09 | 1.33 | 43.83 |