chore: import upstream snapshot with attribution

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2026-07-13 13:17:40 +08:00
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Distributed Training with Hugging Face Accelerate
=================================================
.. raw:: html
<a id="try-anyscale-quickstart-accelerate_example" target="_blank" href="https://console.anyscale.com/register/ha?render_flow=ray&utm_source=ray_docs&utm_medium=docs&utm_campaign=accelerate_example">
<img src="../../../_static/img/run-on-anyscale.svg" alt="Run on Anyscale" />
<br/><br/>
</a>
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