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# ML Flashpoint
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[](https://github.com/google/ml-flashpoint/actions/workflows/build_and_test.yml)
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A memory-first, lightning-fast, ready-to-use ML checkpointing library.
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For using the library, check out the [user documentation](https://google.github.io/ml-flashpoint).
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PyTorch DCP, Megatron-LM and NeMo 2.0 adapters are readily available for seamless integration, on top of our general core checkpointing library that can be used for custom integrations.
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If interested in direct integration support with another framework, please let us know by creating a [feature request](https://github.com/google/ml-flashpoint/issues/new?template=feature_request.md) or upvoting an existing one!
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For learning more about using the library and its performance, check out the [user documentation](https://google.github.io/ml-flashpoint).
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Below you will find development instructions for contributors.
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