A replication study finds that a 7-billion-parameter open-source CodeLlama model, tuned with low temperature and specific prompts, can match ChatGPT on a code-refinement similarity metric while keeping code on local hardware.
Using pre-trained models to boost code review automa- tion,
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Exploring the Potential of Llama Models in Automated Code Refinement: A Replication Study
A replication study finds that a 7-billion-parameter open-source CodeLlama model, tuned with low temperature and specific prompts, can match ChatGPT on a code-refinement similarity metric while keeping code on local hardware.