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\[ English | [中文](README_zh.md) \]
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## Example: Fine-tuning large language model within 10 minutes
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## LLaMA Board: A One-stop Web UI for Getting Started with LLaMA Factory
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Launch an **all-in-one Web UI** via `python src/train_web.py`.
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Launch **LLaMA Board** via `CUDA_VISIBLE_DEVICES=0 python src/train_web.py`. (multiple GPUs are not supported yet)
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Here is an example of altering the self-cognition of an instruction-tuned language model within 10 minutes on a single GPU.
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https://github.com/hiyouga/LLaMA-Factory/assets/16256802/6ba60acc-e2e2-4bec-b846-2d88920d5ba1
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pip install https://github.com/jllllll/bitsandbytes-windows-webui/releases/download/wheels/bitsandbytes-0.39.1-py3-none-win_amd64.whl
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```
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### All-in-one Web UI
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```bash
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CUDA_VISIBLE_DEVICES=0 python src/train_web.py
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```
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We **strongly recommend** using the all-in-one Web UI for newcomers since it can also generate training scripts automatically, even without a GPU environment.
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> [!WARNING]
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> Currently the web UI only supports training on **a single GPU**.
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### Train on a single GPU
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> [!IMPORTANT]
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