### Installing ReTool Python Dependencies

Source: https://github.com/retool-rl/retool/blob/main/README.md

This snippet outlines the necessary `pip` commands to install the required Python packages for the ReTool project. These dependencies include `vllm`, `packaging`, `ninja`, `flash-attn`, `deepspeed`, `accelerate`, `datasets`, `symeval`, and `timeout_decorator`, which are crucial for setting up the development and inference environment.

```bash
pip install vllm==0.7.3
pip install packaging
pip install ninja
pip install flash-attn --no-build-isolation
pip install deepspeed
pip install accelerate
pip install datasets
pip install "git+https://github.com/tongyx361/symeval.git"
pip install timeout_decorator
```

--------------------------------

### Executing ReTool Model Inference

Source: https://github.com/retool-rl/retool/blob/main/README.md

This snippet provides a quick start guide for running the ReTool model inference. It involves navigating to the `evaluation` directory and executing a shell script, `eval.sh`, which leverages the STILL3 inference framework to evaluate trained model checkpoints.

```bash
cd evaluation
bash scripts/eval.sh
```

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