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[DOC][Train] Fix typo for Instantiating in ray train doc (#55826)
Signed-off-by: Potato <tanxinyu@apache.org>
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doc/source/train/user-guides/data-loading-preprocessing.rst

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@@ -322,7 +322,7 @@ For more details, see the following sections for each framework:
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.. tip::
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When using Torch or Hugging Face Datasets directly without Ray Data, make sure to instantiate your Dataset *inside* the ``train_loop_per_worker``.
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Instatiating the Dataset outside of the ``train_loop_per_worker`` and passing it in via global scope
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Instantiating the Dataset outside of the ``train_loop_per_worker`` and passing it in via global scope
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can cause errors due to the Dataset not being serializable.
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.. note::

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