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Add ClearML 1.14.0 release notes (#754)
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title: Version 1.14
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---
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### ClearML SDK 1.14.0
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**New Features and Improvements**
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* Add support for decorated pipeline steps [ClearML GitHub issue #1154](https://github.com/allegroai/clearml/issues/1154)
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* Improve `torch.distributed` behavior and auto-detect Huggingface accelerate distributed execution
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* Improve `jsonargparse` integration: `_ignore_ui_overrides_` argument added for enabling/disabling
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overriding configuration file entries
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* Add `raise_on_error` parameter to `Model.update_weights()` and `Model.update_weights_package()`
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* Add HPO multi-objective optimization support by specifying multiple optimization objectives to the HyperParameterOptimizer class
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* Improve pipelines from functions: libraries used by pipeline steps no longer have to be imported in the step itself
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and can be imported globally instead
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* Support clearing repository details in `Task.set_repo()`
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* Auto-detect `tensorflow-intel` as `tensorflow`
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* Add support for auto-detecting `torch` and transformers `accelerate` distributed execution
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* Add tabular data multi-stage pipeline process example
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**Bug Fixes**
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* Fix `langchain` integration [ClearML GitHub issues #1124](https://github.com/allegroai/clearml/issues/1124) and [ClearML GitHub issue #1126](https://github.com/allegroai/clearml/issues/1126)
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* Fix using `target_project` with `TaskScheduler.add_task()` corrupts project if used with pipelines [ClearML GitHub issue #1137](https://github.com/allegroai/clearml/issues/1137)
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* Fix `PipelineController.add_function_step()` fails when adding custom decorated step [ClearML GitHub issue #1154](https://github.com/allegroai/clearml/issues/1154)
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* Fix `jsonargparse` binding does not capture parameters before `Task.init()` is called [ClearML GitHub issue #1164](https://github.com/allegroai/clearml/issues/1164)
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* Fix invalid `jsonargparse` arguments should be deleted
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* Fix handling of appended parameters to Hydra defaults list
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* Fix `Task.set_repo()` and `Task.set_packages()` do not wait for automatic asynchronous repository detection
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* Fix active GPU filtering in resource monitor to support GPU ID and not just GPU idx
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* Fix misleading error raised when using the SDK with no configuration file or an invalid configuration file
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* Fix process sometimes hangs issue by improving exit and exception handlers, unregistering signal handling in child
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processes except for the `BackgroundMonitor`
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### ClearML Server 1.14.0
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**New Features and Improvements**
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