v2.216.0

Features

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

Bug Fixes and Other Changes

• Add back serialization for automatic speech recognition
• bump apache-airflow version to 2.8.4
• Add supported task types to schema builder omission
• 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"

v2.215.0

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

v2.214.3

Bug Fixes and Other Changes

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

v2.214.2

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

v2.214.1

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

v2.214.0

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

v2.213.0

Features

• Add support for Streaming Inference
• tgi optimum 0.0.19, 0.0.20 releases
• support JumpStart proprietary models
• Add ModelDataSource and SourceUri support for model package and while registering
• Accept user-defined env variables for the entry-point
• Add overriding logic in ModelBuilder when task is provided

Bug Fixes and Other Changes

• Improvement of the tuner documentation
• Skip of tests which are long running and causing the ResourceLimitInUse exception
• Add AutoML -> AutoMLV2 mapper
• add ci-health checks
• split coverage out from testenv in tox.ini
• add PT 2.2 support for smdistributed, pytorchddp, and torch_distributed distributions
• sagemaker session region not being used
• chore: emit warning when no instance specific gated training env var is available, and raise exception when accept_eula flag is not supplied
• enable github actions for PRs
• Move sagemaker pysdk version check after bootstrap in remote job
• make unit tests compatible with pytest-xdist
• Update tblib constraint

v2.212.0

Features

• Update SM Python SDK for PT 2.2.0 SM DLC

Bug Fixes and Other Changes

• Create custom tarfile extractall util to fix backward compatibility issue
• Upgrade smp to version 2.2
• Enhance model builder selection logic to include model size

v2.211.0

Features

• pin dll version to support python3.11 to the sdk
• instance specific jumpstart host requirements
• Add TensorFlow 2.14 image configs
• Add AutoMLV2 support
• Support selective pipeline execution between function step and regular step
• Add new Triton DLC URIs

Bug Fixes and Other Changes

• Skip No Canvas regions for test_deploy_best_candidate
• make sure gpus are found in local_gpu run
• Bump Apache Airflow version to 2.8.2
• properly close sagemaker config file after loading config
• remove enable_network_isolation from the python doc

Documentation Changes

• Add doc for new feature processor APIs and classes

v2.210.0

Features

• Prepend SageMaker Studio App Type to boto3 User Agent string
• TGI optimum 0.0.18 (general+llm)
• TGI 1.4.2

Bug Fixes and Other Changes

• tolerate vulnerable old model for integ test and temporarily skip test_list_jumpstart_models_script_filter
• add missing regions to pytorch config
• Add validation for sagemaker version on remote job
• fixed implementation of fail_on_violation for transform with monitoring