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  # πŸ¦™πŸ’» Safurai-Csharp-34B
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  πŸ“ [Article](https://www.safurai.com/blog/introducing-safurai-csharp)
 
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  <center><img src="https://i.imgur.com/REPqbYM.png" width="300"></center>
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- This is a [`codellama/CodeLlama-7b-hf`](https://huggingface.co/codellama/CodeLlama-7b-hf) model fine-tuned using QLoRA (4-bit precision)
 
 
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  ## πŸ”§ Training
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  # πŸ¦™πŸ’» Safurai-Csharp-34B
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  πŸ“ [Article](https://www.safurai.com/blog/introducing-safurai-csharp)
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+ πŸ“„ [Paper](https://www.safurai.com/)
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  <center><img src="https://i.imgur.com/REPqbYM.png" width="300"></center>
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+ This is a [`codellama/CodeLlama-34b-hf`](https://huggingface.co/codellama/CodeLlama-34b-hf) model fine-tuned using QLoRA (4-bit precision) on 13B tokens of csharp evolved Q&A
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+ We obtained state-of-the-art performance on the MultiPL-E code LLM benchmark for csharp, reaching 56% at pass@1 with n=5.
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  ## πŸ”§ Training
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