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  ## Model Description
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  This is the 4th version of the fine-tuned **CodeLlama-7b-hf** specifically optimized for **Text-to-SQL** tasks.
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  It was trained on a **MacBook Pro M3** using **MPS (Metal Performance Shaders)** acceleration.
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- This version demostrate that MPS training can achieve **71.0%** accuracy based on **Exact Match**.
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  ### Origin & Adaptation
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  This project is adapted from the **Microsoft "Generative AI for Beginners" Course (Chapter 18: Fine-tuning)**.
 
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  ## Model Description
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  This is the 4th version of the fine-tuned **CodeLlama-7b-hf** specifically optimized for **Text-to-SQL** tasks.
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  It was trained on a **MacBook Pro M3** using **MPS (Metal Performance Shaders)** acceleration.
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+ This version demostrate that MPS fine tuning can achieve **71.0%** accuracy based on **Exact Match**.
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  ### Origin & Adaptation
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  This project is adapted from the **Microsoft "Generative AI for Beginners" Course (Chapter 18: Fine-tuning)**.