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releasing 2.1.1
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src/lightning/app/CHANGELOG.md

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The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
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## [Unreleased] - 202X-XX-XX
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## [2.1.1] - 2023-11-02
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- add flow `fail()` ([#18883](https://github.com/Lightning-AI/lightning/pull/18883))
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- Fix failing lightning cli entry point (#18821)
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src/lightning/data/CHANGELOG.md

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The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
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## [2.1.1] - 2023-11-02
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- Add name and version ([#18796](https://github.com/Lightning-AI/lightning/pull/18796))
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- Add support for text ([#18807](https://github.com/Lightning-AI/lightning/pull/18807))
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- Introduce Dataset Optimizer (
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[#18788](https://github.com/Lightning-AI/lightning/pull/18788),
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[#18817](https://github.com/Lightning-AI/lightning/pull/18817),
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[#18827](https://github.com/Lightning-AI/lightning/pull/18827))
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- Add distributed support for StreamingDataset ([#18850](https://github.com/Lightning-AI/lightning/pull/18850))
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- Add broadcast to Dataset Optimizer with multiple nodes ([#18860](https://github.com/Lightning-AI/lightning/pull/18860))
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- Improve Streaming Dataset API ([#18882](https://github.com/Lightning-AI/lightning/pull/18882))
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- Prevent leaking the thread to the workers ([#18891](https://github.com/Lightning-AI/lightning/pull/18891))
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- Add DataRecipe ([#18892](https://github.com/Lightning-AI/lightning/pull/18892))
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- Improve map and chunkify ([#18901](https://github.com/Lightning-AI/lightning/pull/18901))
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- Add human readable format for chunk_bytes ([#18925](https://github.com/Lightning-AI/lightning/pull/18925))
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- Improve s3 client support ([#18920](https://github.com/Lightning-AI/lightning/pull/18920))
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## [2.1.0] - 2023-10-11
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src/lightning/fabric/CHANGELOG.md

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The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
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## [Unreleased] - 202X-XX-XX
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## [2.1.1] - 2023-11-02
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- Calling a method other than `forward` that invokes submodules is now an error when the model is wrapped (e.g., with DDP) ([#18819](https://github.com/Lightning-AI/lightning/pull/18819))
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- Fixed false-positive warnings about method calls on the Fabric-wrapped module ([#18819](https://github.com/Lightning-AI/lightning/pull/18819))
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- Refined the FSDP saving logic and error messaging when path exists ([#18884](https://github.com/Lightning-AI/lightning/pull/18884))
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- Fixed layer conversion under `Fabric.init_module()` context manager when using the `BitsandbytesPrecision` plugin ([#18914](https://github.com/Lightning-AI/lightning/pull/18914))
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src/lightning/pytorch/CHANGELOG.md

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The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
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## [2.1.1] - 2023-11-02
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- Fixed an issue when replacing an existing `last.ckpt` file with a symlink ([#18793](https://github.com/Lightning-AI/lightning/pull/18793))
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- Fixed an issue when `BatchSizeFinder` `steps_per_trial` parameter ends up defining how many validation batches to run during the entire training ([#18394](https://github.com/Lightning-AI/lightning/issues/18394))
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- Fixed an issue saving the `last.ckpt` file when using `ModelCheckpoint` on a remote filesystem and no logger is used ([#18867](https://github.com/Lightning-AI/lightning/issues/18867))
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- Refined the FSDP saving logic and error messaging when path exists ([#18884](https://github.com/Lightning-AI/lightning/pull/18884))
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- Fixed an issue parsing the version from folders that don't include a version number in `TensorBoardLogger` and `CSVLogger` ([#18897](https://github.com/Lightning-AI/lightning/issues/18897))
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src/version.info

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2.2.0dev
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2.1.1

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