Sagemaker

Features

* optimum 0.0.21
* Add TF 2.14 Graviton Inference support
* JumpStart alternative config parsing
* TGI 1.4.5

Bug Fixes and Other Changes

* chore(deps): bump black from 22.3.0 to 24.3.0 in /requirements/extras
* Add back serialization for automatic speech recognition
* bump apache-airflow version to 2.8.4
* remove trailing slash when uploading to S3 with dataset_builder.to_csv_file
* Update Collaborator Check workflow to check for users which are part of collaborator team
* forward network_isolation parameter to Estimators when False
* Flaky slow test
* Revert "Test SM PySDK Variations"

Documentation Changes

* Add supported task types to schema builder omission

Features

* JumpStart Gated Model Support in ModelBuilder Local Modes
* Changes to support remote schema retrieval for task types (question-answering, fill-mask) and added e2e tests for both local and remote hf schema logic.
* Upgrade smp to version 2.3.0

Bug Fixes and Other Changes

* disable modelbuilder mlflow local integ tests
* add integ-tests to codebuild-ci.yml
* [Feat] Support MLflow Model Format Through ModelBuilder
* Test SM PySDK Variations
* typo in jumpstart manifest and refine tests
* add kix to launched regions
* Remove space specific business logic from Python SDK function to fetch execution role
* Remove notebook tests from CI health check and the script

Bug Fixes and Other Changes

* [Fix] Switch to subprocess in ModelBuilder when capturing dependencies
* chore: skip flaky test

Bug Fixes and Other Changes

* Skip JS Tune integration test
* bump apache-airflow version to 2.8.3
* bump onnx version to >=1.15.0
* Updates for DJL 0.27.0 release
* Tune (local mode) support for Jumpstart Models
* attach jumpstart estimator for gated model

Bug Fixes and Other Changes

* Update schema dependency version
* remove failing deprecated tests from suite
* update readme, trigger p311 tests
* JumpStart list models flaky tests
* fix badge in README

Features

* add support to ``clarify.py`` for time series explainability jobs

Bug Fixes and Other Changes

* remove pytorch test for deprecated function
* skip test_experiment_analytics to unblock release
* Create workflow module scoped sagemaker_session to resolve test race condition
* Simplify how we process test dependencies, which are supposed to include all extras.
* skip failing feature store search integ test
* skip failing pt test
* list jumpstart models with invalid version strings
* urge customers to install latest version