| --- |
| |
| |
| base_model: mistralai/Mixtral-8x7B-Instruct-v0.1 |
| tags: |
| - text-generation-inference |
| - transformers |
| - unsloth |
| - mixtral |
| - mixture-of-experts |
| - qlora |
| - code-generation |
| - python-coder |
| - code-alpaca |
| license: apache-2.0 |
| language: |
| - en |
| --- |
| |
| # Puxis97/Mixtral-8x7B-Python-Coder-CodeAlpaca 🐍 |
|
|
| This model is a **Mixtral 8x7B Instruct** model fine-tuned using **QLoRA** on the **CodeAlpaca 20K** dataset to specialize in **Python code instruction following and generation**. |
|
|
| - **Developed by:** Puxis97 |
| - **License:** apache-2.0 |
| - **Finetuned from model :** mistralai/Mixtral-8x7B-Instruct-v0.1 |
|
|
| ### Training Details |
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| This fine-tuned model was built for high-efficiency using **Unsloth's QLoRA optimizations** and the Hugging Face TRL library, resulting in a powerful, instruction-following code generation model that runs on consumer GPUs. |
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|
| | Setting | Value | |
| | :--- | :--- | |
| | **Base Model** | `mistralai/Mixtral-8x7B-Instruct-v0.1` | |
| | **Dataset** | `HuggingFaceH4/CodeAlpaca_20K` | |
| | **Method** | QLoRA (4-bit quantization) | |
| | **Task** | Code Instruction Following / Python Coding | |
|
|
| [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth) |
