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10 changes: 10 additions & 0 deletions README.md
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Expand Up @@ -90,6 +90,16 @@ Existing nodes running the previous "reasoning-gym" Swarm can continue operating

Then restart your swarm.

### Common environment pitfalls

A few common issues when setting up RL Swarm:

- **Multiple Python versions** – make sure you are using the same Python version that you used to install dependencies (check with `python --version` or `python3 --version`).
- **Insufficient RAM** – if your machine has less memory than recommended, the process may be killed by the OS; try closing other applications or using a smaller model configuration if available.
- **Missing GPU drivers** – on GPU setups, ensure that your CUDA drivers and toolkit versions match the requirements in the documentation.

Checking these points early can save time when diagnosing installation or runtime errors.

## Instructions

### Run the Swarm
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