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

v2.209.0

Features

• ModelBuilder to fetch local schema when no SchemaBuilder present.
• AutoGluon 1.0.0 image_uris update

Bug Fixes and Other Changes

• skip pytorch training compiler integ test
• add fixes for tarfile extractall functionality PEP-721
• Fix telemetry image uri option logic for ModelBuilder
• Add telemetry metrics on usage of default images for ModelBuilder
• Fix error message typo
• Add "distribution" parameter into record_set

v2.208.0

Features

• Telemetry metrics
• TGI 1.4.0
• Support collection type and target store for feature store ingestion.

Bug Fixes and Other Changes

• bump jinja2 to 3.1.3 in doc/requirments.txt
• chore(deps): bump jinja2 from 3.0.3 to 3.1.3 in /requirements/extras
• Fix dependabot alert in transformers package
• Bump Apache Airflow version to 2.8.0
• skip failing mxnet tests

Documentation Changes

• change order of pipelines topics
• Explain the ClarifyCheckStep and QualityCheckStep parameters
• fix the ClarifyCheckStep documentation to mention PDP

v2.207.1

Bug Fixes and Other Changes

• Add PT 2.1 as a supported framework for the smdistributed distribution
• Enable private docker registry support for ModelBuilder
• HF PT 2.1 Image Configs

Documentation Changes

• add setup commands for documentation generation

v2.207.0

Features

• Introduce HF Transformers to ModelBuilder
• retrieve jumpstart estimator and predictor without specifying model id (infer from tags)

Bug Fixes and Other Changes

• SMP PT upgrade to 2.1
• Fetch HF metadata only when explicit type is not selected
• relax upper bound for urllib dependency

v2.198.1

Bug Fixes and Other Changes

• update get_execution_role_arn from metadata file if present

v2.197.1

Bug Fixes and Other Changes

• update get_execution_role_arn from metadata file if present

v2.206.0

Features

• Logic to detect hardware GPU count and aggregate GPU memory size in MiB

Bug Fixes and Other Changes

• fixed create monitoring schedule failing after validation error
• Support PipelineVariable for ModelQualityCheckConfig attributes
• TGI NeuronX 0.0.17