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Distributed Training with Hugging Face Accelerate

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This example does distributed data parallel training with Hugging Face Accelerate, Ray Train, and Ray Data. It fine-tunes a BERT model and is adapted from https://github.com/huggingface/accelerate/blob/main/examples/nlp_example.py

Code example

.. literalinclude:: /../../python/ray/train/examples/accelerate/accelerate_torch_trainer.py

See also

• :ref:Get Started with Hugging Face Accelerate <train-hf-accelerate> for a tutorial on using Ray Train and HF Accelerate

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