:orphan:

.. _transformers_torch_trainer_basic_example :

Fine-tune a Text Classifier with Hugging Face Transformers
==========================================================

This basic example of distributed training with Ray Train and Hugging Face (HF) Transformers
fine-tunes a text classifier on the Yelp review dataset using HF Transformers and Ray Train.

Code example
------------

.. literalinclude:: /../../python/ray/train/examples/transformers/transformers_torch_trainer_basic.py

See also
--------

* :ref:`Get Started with Hugging Face Transformers <train-pytorch-transformers>` for a tutorial

* :ref:`Ray Train Examples <train-examples>` for more use cases