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Update README with LM Studio setup guide reference

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@@ -57,6 +57,20 @@ pip install mlx-lm transformers
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  pip install gradio
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  ```
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  ## Usage
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  ### Basic Generation
 
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  pip install gradio
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  ```
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+ ## 🛠️ LM Studio Setup
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+ **Having issues with short responses or "EOS token" problems in LM Studio?**
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+ 👉 **[See the complete LM Studio Setup Guide](./LM_Studio_Setup_Guide.md)**
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+ **Quick Fix:** Use proper chat formatting:
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+ ```
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+ [INST] Your question here [/INST]
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+ ```
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+ The model requires specific prompt formatting to work correctly in LM Studio.
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  ## Usage
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  ### Basic Generation