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- Add numpy support for the `StreamingDataset` ([#19050](https://github.com/Lightning-AI/lightning/pull/19050))
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- Add fault tolerance for the `StreamingDataset` ([#19049](https://github.com/Lightning-AI/lightning/pull/19049))
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- Add direct s3 support to the `StreamingDataset` ([#19044](https://github.com/Lightning-AI/lightning/pull/19044))
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- Add disk usage check before downloading files ([#19041](https://github.com/Lightning-AI/lightning/pull/19041))
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### Changed
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- Cleanup chunks right away if the dataset doesn't fit within the cache in `StreamingDataset` ([#19168](https://github.com/Lightning-AI/lightning/pull/19168))
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@@ -7,31 +7,14 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
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## [2.1.3] - 2023-12-21
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### Fixed
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- Fixed checks for local file protocol due to fsspec changes in 2023.10.0 ([#19023](https://github.com/Lightning-AI/lightning/pull/19023))
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- Fixed automatic detection of 'last.ckpt' files to respect the extension when filtering ([#17072](https://github.com/Lightning-AI/lightning/pull/17072))
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- Fixed an issue where setting `CHECKPOINT_JOIN_CHAR` or `CHECKPOINT_EQUALS_CHAR` would only work on the `ModelCheckpoint` class but not on an instance ([#19054](https://github.com/Lightning-AI/lightning/pull/19054))
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- Fixed `ModelCheckpoint` not expanding the `dirpath` if it has the `~` (home) prefix ([#19058](https://github.com/Lightning-AI/lightning/pull/19058))
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- Fixed handling checkpoint dirpath suffix in NeptuneLogger ([#18863](https://github.com/Lightning-AI/lightning/pull/18863))
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- Fixed an edge case where `ModelCheckpoint` would alternate between versioned and unversioned filename ([#19064](https://github.com/Lightning-AI/lightning/pull/19064))
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- Fixed broadcast at initialization in `MPIEnvironment` ([#19074](https://github.com/Lightning-AI/lightning/pull/19074))
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