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Add Microsoft's Code Reviewer model as a dedicated model
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上游 issue 正文
### Model description
The model has three goals:
1. Provide feedback on the quality of the code change.
2. Provide feedback on the code change itself
3. When give a code change and a review comment, perform the required action to rectify the issue identified in the comment
The biggest reason for adding this to the HuggingFace library as a dedicated model is so the model size can be expanded and retrained, and potentially provide more accurate and meaningful output.
The model has some files in HuggingFace at the moment, but the implementation is incomplete. As seen in the GitHub repo, the T5 model is augmented and the state_dict is loaded on top of this modified model. Ideally, everything should live in HuggingFace.
### Open source status
- [X] The model implementation is available
- [X] The model weights are available
### Provide useful links for the implementation
Current weights and model implementation: https://huggingface.co/microsoft/codereviewer
Paper: https://arxiv.org/abs/2203.09095
GitHub repo: https://github.com/microsoft/CodeBERT/tree/master/CodeReviewer
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