Sagemaker

Features

* jumpstart gated model artifacts
* jumpstart extract generated text from response
* jumpstart contruct payload utility

Bug Fixes and Other Changes

* relax upper bound on urllib in local mode requirements
* bump urllib3 version
* allow smdistributed to be enabled with torch_distributed.
* fix URL links

Documentation Changes

* remove python 2 reference
* update framework version links

Features

* Added register step in Jumpstart model
* jumpstart instance specific metric definitions

Bug Fixes and Other Changes

* Updates for DJL 0.24.0 Release
* use getter for resource-metadata dict
* add method to Model class to check if repack is needed

Features

* jumpstart model artifact instance type variants
* jumpstart instance specific hyperparameters
* Feature Processor event based triggers (1132)
* Support job checkpoint in remote function
* jumpstart model package arn instance type variants

Bug Fixes and Other Changes

* Fix hyperlinks in feature_processor.scheduler parameter descriptions
* add image_uris_unit_test pytest mark
* bump apache-airflow to `v2.7.2`
* clone distribution in validate_distribution
* fix flaky Inference Recommender integration tests

Documentation Changes

* Update PipelineModel.register documentation
* specify that input_shape in no longer required for torch 2.0 mod…

Bug Fixes and Other Changes

* update local mode schema
* import error in unsupported js regions
* Update Ec2 instance type to g5.4xlarge in test_huggingface_torch_distributed.py

Features

* jumpstart estimator enable infra check flag
* jumpstart default payloads
* allow non-python files in job dependencies
* allow configuring docker container in local mode

Bug Fixes and Other Changes

* js tagging s3 prefix
* Batch transform: Add support for split_type == "None" in local mode
* use correct line endings and s3 uris on windows
* Fixed bug in _create_training_details
* DJL Neuronx 0.24.0

Documentation Changes

* Include FeatureGroup's load_feature_definitions API documentation

Features

* Selective Step Execution milestone 2 features
* feature-processor extra data sources support