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<!-- AUTO-GENERATED by export-skills.py — DO NOT EDIT -->
---
name: ray-train
description: Ray Train distributed training framework. Use when orchestrating distributed training across heterogeneous compute with fault tolerance.
tags: [ray-train, distributed-training, scaling]
---
# Ray Train - Distributed Training Orchestration
## Quick start
Ray Train scales machine learning training from single GPU to multi-node clusters with minimal code changes.
**Installation**:
```bash