Sagemaker

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

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

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