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@@ -8,6 +8,14 @@ license: apache-2.0
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  [Github](https://github.com/Lyu6PosHao/ProLLaMA) for more information
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  ProLLaMA_Stage_1 is based on Llama-2-7b, so please follow the license of Llama2.
 
 
 
 
 
 
 
 
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  # Quick usage:
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  ```bash
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  # you can replace the model_path with your local path
@@ -109,9 +117,12 @@ if __name__ == '__main__':
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  print("All the outputs have been saved in",args.output_file)
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  ```
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- # Input format:
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- ```text
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- Seq=
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- #You can also specify the first few amino acids of the protein sequence:
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- Seq=<MAPGGMPRE
 
 
 
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  ```
 
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  [Github](https://github.com/Lyu6PosHao/ProLLaMA) for more information
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  ProLLaMA_Stage_1 is based on Llama-2-7b, so please follow the license of Llama2.
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+
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+ # Input format:
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+ ```text
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+ Seq=
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+ #You can also specify the first few amino acids of the protein sequence:
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+ Seq=<MAPGGMPRE
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+ ```
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+
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  # Quick usage:
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  ```bash
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  # you can replace the model_path with your local path
 
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  print("All the outputs have been saved in",args.output_file)
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  ```
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+ # Citation:
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+ ```
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+ @article{lv2024prollama,
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+ title={ProLLaMA: A Protein Large Language Model for Multi-Task Protein Language Processing},
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+ author={Lv, Liuzhenghao and Lin, Zongying and Li, Hao and Liu, Yuyang and Cui, Jiaxi and Chen, Calvin Yu-Chian and Yuan, Li and Tian, Yonghong},
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+ journal={arXiv preprint arXiv:2402.16445},
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+ year={2024}
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+ }
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  ```