Sagemaker

Features

* Make DistributedConfig Extensible
* support training for JumpStart model references as part of Curated Hub Phase 2
* Allow ModelTrainer to accept hyperparameters file

Bug Fixes and Other Changes

* Skip tests with deprecated instance type
* Ensure Model.is_repack() returns a boolean
* Fix error when there is no session to call _create_model_request()
* Use sagemaker session's s3_resource in download_folder
* Added check for the presence of model package group before creating one
* Fix key error in _send_metrics()

Features

* Add support for TGI Neuronx 0.0.27 and HF PT 2.3.0 image in PySDK

Bug Fixes and Other Changes

* Remove main function entrypoint in ModelBuilder dependency manager.
* forbid extras in Configs
* altconfig hubcontent and reenable integ test
* Merge branch 'master-rba' into local_merge
* py_version doc fixes
* Add backward compatbility for RecordSerializer and RecordDeserializer
* update image_uri_configs 02-21-2025 06:18:10 PST
* update image_uri_configs 02-20-2025 06:18:08 PST

Documentation Changes

* Removed a line about python version requirements of training script which can misguide users.

Bug Fixes and Other Changes

* added ap-southeast-7 and mx-central-1 for Jumpstart
* update image_uri_configs 02-19-2025 06:18:15 PST

Bug Fixes and Other Changes

* Add warning about not supporting torch.nn.SyncBatchNorm
* pass in inference_ami_version to model_based endpoint type
* Fix hyperparameter strategy docs
* Add framework_version to all TensorFlowModel examples
* Move RecordSerializer and RecordDeserializer to sagemaker.serializers and sagemaker.deserialzers

Bug Fixes and Other Changes

* keep sagemaker_session from being overridden to None
* Fix all type hint and docstrings for callable
* Fix the workshop link for Step Functions
* Fix Tensorflow doc link
* Fix FeatureGroup docstring
* Add type hint for ProcessingOutput
* Fix sourcedir.tar.gz filenames in docstrings
* Fix documentation for local mode
* bug in get latest version was getting the max sorted alphabetically
* Add cleanup logic to model builder integ tests for endpoints
* Fixed pagination failing while listing collections
* fix ValueError when updating a data quality monitoring schedule
* Add docstring for image_uris.retrieve
* Create GitHub action to trigger canaries
* update image_uri_configs 02-04-2025 06:18:00 PST

Features

* Add support for deepseek recipes

Bug Fixes and Other Changes

* mpirun protocol - distributed training with remote decorator
* Allow telemetry only in supported regions
* Fix ssh host policy