Machine Translation on WMT en→zh (test)
44.9BLEUGPT-3.5-T
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GPT-3.5-TZero-shot=true, Version=turbo-03012023.09 | 44.9 | 87 | |
| GPT-4Zero-shot=true2023.09 | 43.98 | 87.49 | |
| ALMA-13B-LORABackbone=LLaMA-2, Parameter Scale=13B, Fine-tuning=LoRA2023.09 | 39.84 | 85.96 | |
| ALMA-13BBackbone=LLaMA-2, Parameter Scale=13B2023.09 | 39.05 | 85.76 | |
| GPT-3.5-DZero-shot=true, Version=text-davinci-0032023.09 | 38.3 | 85.76 | |
| Bayling-13BBackbone=LLaMA-2, Parameter Scale=13B2023.09 | 37.92 | 84.62 | |
| TIM-BLOOMZ-7BBackbone=BLOOMZ, Parameter Scale=7B2023.09 | 37.2 | 84.89 | |
| SWIE-BLOOMZ-7BBackbone=BLOOMZ, Parameter Scale=7B2023.09 | 36.88 | 84.53 | |
| ALMA-7BBackbone=LLaMA-2, Parameter Scale=7B2023.09 | 36.48 | 85.05 | |
| ALMA-7B-LORABackbone=LLaMA-2, Parameter Scale=7B, Fine-tuning=LoRA2023.09 | 36.47 | 84.87 | |
| SWIE-LLAMA-1-7BBackbone=LLaMA-1, Parameter Scale=7B2023.09 | 31.24 | 80.63 | |
| LLaMA-2-13BBackbone=LLaMA-2, Parameter Scale=13B, Zero-shot=true2023.09 | 30 | 79.7 | |
| BigTranslate-13BBackbone=LLaMA-1, Parameter Scale=13B2023.09 | 28.56 | 81.31 | |
| NLLB-54BParameter Scale=54B2023.09 | 27.38 | 78.91 | |
| TIM-LLaMA-1-7BBackbone=LLaMA-1, Parameter Scale=7B2023.09 | 19.33 | 75.46 | |
| LLaMA-2-7BBackbone=LLaMA-2, Parameter Scale=7B, Zero-shot=true2023.09 | 16.97 | 71.8 |