v2.148.0

Features

• [huggingface] Add torch.distributed support for Trainium and torchrun
• Add PyTorch 2.0 to SDK

Bug Fixes and Other Changes

• updating batch transform job in monitoring schedule

v2.147.0

Features

• support different types of deletion mode

v2.146.1

Bug Fixes and Other Changes

• skip failing tests temporarily
• Added ml.p4d and ml.p4de as supported instances for DeepSpeed

Documentation Changes

• Add Model Registry Model Collection

v2.146.0

Features

• Add support for JSON model inputs for Clarify Processor

Bug Fixes and Other Changes

• Feature/list collection
• improve reliability of Run integration test
• Add a comment that smdataparallel lib excludes tf 2.12 support

Documentation Changes

• Update reference to load run method in documentation

v2.145.0

Features

• add support for async inline error notifications
• Add methods for feature group to list feature metadata parameters and tags
• Support huggingface hub model_id for DJL Models

Bug Fixes and Other Changes

• load_sagemaker_config should lazy initialize a default S3 resource

v2.144.0

Features

• support create Clarify explainer enabled endpoint for Clarify Online Explainability
• Combined inference and training script artifact
• jumpstart instance types
• Deprecation warning for framework profiling for TF 2.12 and on, PT 2.0 and on

Bug Fixes and Other Changes

• always delete temporary directory even during exception
• Fixes the completion_criteria_config dict in the to_input_req method
• Update CHANGELOG.md

Documentation Changes

• Update SageMaker Debugger doc

v2.143.0

Features

• Support for SageMaker SDK Defaults

Bug Fixes and Other Changes

• update feature store offline s3 path used in tests

v2.142.0

Features

• combined model + script artifact

v2.141.0

Features

• AutoGluon 0.7.0 image_uris update
• Add DJL FasterTransformer image uris
• EMR step runtime role support
• locations for EMR configuration and Spark dependencies
• Adding support for 1P Algorithms in ZAZ, ZRH, HYD, MEL

Documentation Changes

• Update FeatureGroup kms key id documentation

v2.140.1

Bug Fixes and Other Changes

• Fix cross account register model
• Handle instance support for Hugging Face tests
• Upgrade apache-airflow-providers-amazon version
• build(deps): bump apache-airflow from 2.4.1 to 2.5.1
• Mark test_create_model_package test for xfail
• Disable module-not-measured warnings to avoid clutter in build logs