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Train with DeepSpeed ZeRO-3 and Ray Train

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This is an intermediate example that shows how to do distributed training with DeepSpeed ZeRO-3 and Ray Train. It demonstrates how to use :ref:Ray Data <data> with DeepSpeed ZeRO-3 and Ray Train. If you just want to quickly convert your existing TorchTrainer scripts into Ray Train, you can refer to the :ref:Train with DeepSpeed <train-deepspeed>.

Code example

.. literalinclude:: /../../python/ray/train/examples/deepspeed/deepspeed_torch_trainer.py

See also

• :doc:Ray Train Examples <../../examples> for more use cases.

• :ref:Get Started with DeepSpeed <train-deepspeed> for a tutorial.