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[Doc] add documentation for Hugging Face Estimator #2234

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11 changes: 11 additions & 0 deletions doc/frameworks/huggingface/index.rst
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############
Hugging Face
############

A managed environment for training using Hugging Face on Amazon SageMaker. For more information about Hugging Face on Amazon SageMaker, as well as sample Jupyter notebooks, see `Use Hugging Face with Amazon SageMaker <https://docs.aws.amazon.com/sagemaker/latest/dg/hugging-face.html>`_.
For general information about using the SageMaker Python SDK, see :ref:`overview:Using the SageMaker Python SDK`.

.. toctree::
:maxdepth: 2

sagemaker.huggingface
10 changes: 10 additions & 0 deletions doc/frameworks/huggingface/sagemaker.huggingface.rst
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HuggingFace
===========

HuggingFace Estimator
---------------------

.. autoclass:: sagemaker.huggingface.estimator.HuggingFace
:members:
:undoc-members:
:show-inheritance:
1 change: 1 addition & 0 deletions doc/frameworks/index.rst
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Expand Up @@ -9,6 +9,7 @@ The SageMaker Python SDK supports managed training and inference for a variety o

mxnet/index
chainer/index
huggingface/index
pytorch/index
rl/index
sklearn/index
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