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5 changes: 2 additions & 3 deletions src/lightning/pytorch/strategies/deepspeed.py
Original file line number Diff line number Diff line change
Expand Up @@ -125,14 +125,13 @@ def __init__(
exclude_frozen_parameters: bool = False,
) -> None:
"""Provides capabilities to run training using the DeepSpeed library, with training optimizations for large
billion parameter models. `For more information: https://pytorch-
lightning.readthedocs.io/en/stable/advanced/model_parallel.html#deepspeed`.
billion parameter models. *For more information:* :ref:`deepspeed_advanced`.

.. warning:: This is an :ref:`experimental <versioning:Experimental API>` feature.

Defaults have been set to enable ZeRO-Offload and some have been taken from the link below.
These defaults have been set generally, but may require tuning for optimum performance based on your model size.
`For more information: https://www.deepspeed.ai/docs/config-json/#zero-optimizations-for-fp16-training`.
*For more information:* https://www.deepspeed.ai/docs/config-json/#zero-optimizations-for-fp16-training.

Arguments:

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