v2.243.1

Bug Fixes and Other Changes

• Added handler for pipeline variable while creating process job
• Fix issue #4856 by copying environment variables
• remove historical job_name caching which causes long job name
• Update instance gpu info
• Master
• Add mlflow tracking arn telemetry
• chore: fix semantic versioning for wildcard identifier
• flaky test

Documentation Changes

• update pipelines step caching examples to include more steps
• update ModelStep data dependency info

v2.243.0

Features

• Enabled update_endpoint through model_builder

Bug Fixes and Other Changes

• Update for PT 2.5.1, SMP 2.8.0
• chore: move jumpstart region definitions to json file
• fix flaky clarify model monitor test
• fix flaky spark processor integ
• use temp file in unit tests
• Update transformers version
• Aligned disable_output_compression for @Remote with Estimator
• Update Jinja version
• update image_uri_configs 03-26-2025 07:18:16 PST
• chore: fix integ tests to use latest version of model
• update image_uri_configs 03-25-2025 07:18:13 PST
• Skip tests failed due to deprecated instance type
• update image_uri_configs 03-21-2025 07:17:55 PST
• factor in set instance type when building JumpStart models in ModelBuilder.
• ADD Documentation to ReadtheDocs for Upgrading torch versions
• add new regions to JUMPSTART_LAUNCHED_REGIONS

v2.242.0

Features

• add integ tests for training JumpStart models in private hub

Bug Fixes and Other Changes

• Torch upgrade
• Prevent RunContext overlap between test_run tests
• remove s3 output location requirement from hub class init
• Fixing Pytorch training python version in tests
• update image_uri_configs 03-11-2025 07:18:09 PST
• resolve infinite loop in _find_config on Windows systems
• pipeline definition function doc update

v2.241.0

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()

v2.240.0

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.

v2.239.3

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

v2.239.2

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

v2.239.1

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

v2.239.0

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

v2.238.0

Features

• use jumpstart deployment config image as default optimization image

Bug Fixes and Other Changes

• chore: add new images for HF TGI
• update image_uri_configs 01-29-2025 06:18:08 PST
• skip TF tests for unsupported versions
• Merge branch 'master-rba' into local_merge
• Add missing attributes to local resourceconfig
• update image_uri_configs 01-27-2025 06:18:13 PST
• update image_uri_configs 01-24-2025 06:18:11 PST
• add missing schema definition in docs
• Omegaconf upgrade
• SageMaker @Remote function: Added multi-node functionality
• remove option
• fix typo
• fix tests
• Add an option for user to remove inputs and container artifacts when using local model trainer