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- ---
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- license: apache-2.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ language:
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+ - en
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+ license: apache-2.0
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+ datasets:
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+ - nov3630/Data4RLCoder
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+ ---
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+
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+ # Model Card for RLRetriever
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+
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+
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+
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+ # Model Details
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+
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+ ## Model Description
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+ RLRetriever is a retriever for repository-level code completion which disregard seemingly useful yet ultimately unhelpful reference code snippets, focusing on those more likely to contribute to accurate code generation.
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+
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+ - **Developed by:** Sun Yat-sen University & Huawei Cloud Computing Technologies Co., Ltd.
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+ - **Shared by [Optional]:** Hugging Face
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+ - **Model type:** Feature Engineering
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+ - **Language(s) (NLP):** en
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+ - **License:** Apache-2.0
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+ - **Related Models:**
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+ - **Parent Model:** RoBERTa
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+ - **Resources for more information:**
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+ - [Associated Paper](https://arxiv.org/abs/2407.19487)
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+
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+
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+ # Citation
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+
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+
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+ **BibTeX:**
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+ ```
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+ @misc{wang2024rlcoderreinforcementlearningrepositorylevel,
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+ title={RLCoder: Reinforcement Learning for Repository-Level Code Completion},
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+ author={Yanlin Wang and Yanli Wang and Daya Guo and Jiachi Chen and Ruikai Zhang and Yuchi Ma and Zibin Zheng},
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+ year={2024},
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+ eprint={2407.19487},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.SE},
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+ url={https://arxiv.org/abs/2407.19487},
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+ }
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+ ```
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+
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+
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+ # How to Get Started with the Model
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+
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+ Use the code below to get started with the model.
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+
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+ <details>
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+ <summary> Click to expand </summary>
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+
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+ ```python
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+ from transformers import AutoTokenizer, AutoModel
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+
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+ tokenizer = AutoTokenizer.from_pretrained("nov3630/RLRetriever")
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+
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+ model = AutoModel.from_pretrained("nov3630/RLRetriever")
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+
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+ ```
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+ </details>