Sagemaker

Features

* meta llama fine tuning
* support online store ttl for records
* Deploy uncompressed ML model from S3 to SageMaker Hosting endpoints
* AutoGluon 0.8.2 image_uris update

Bug Fixes and Other Changes

* [Feature] Propagate tags to lineage resources
* excessive jumpstart logging
* chore: jumpstart deprecation messages
* build(deps): bump pygments from 2.11.2 to 2.15.0 in /requirements/tox
* Remove deleted notebook tests from test confg
* chore: add jumpstart llama 2 tests

Documentation Changes

* add smp class for supporting flash attn

Features

* jumpstart EULA models

Bug Fixes and Other Changes

* Update the apache airflow constraints
* Update apache airflow version
* bump up djl inference image uri versions

Features

* Add check for if TrialComponent is already associated with a Trial in Run
* Add features_to_explain to shap config

Bug Fixes and Other Changes

* Support protobuf4
* Remove unnecessary get caller identity call
* Missing JumpStart estimator args
* Add volume to partition djl_inference

Documentation Changes

* Correct runtime param
* fix wait_for_endpoint docstring

Features

* Add PipelineDefinitionConfig to pipelines to toggle custom job …

Bug Fixes and Other Changes

* Upgrade DJL deepspeed versions
* Remove unused dependency `protobuf3-to-dict`
* skip intelligent volume_size allocation based on instance type if it is a pipeline parameter

Features

* Enable customizing artifact output path

Bug Fixes and Other Changes

* Add il-central-1 support for all SM DLCs
* jumpstart async inference config predictor support
* Update CreateEdgePackagingJob resourceKey with type string

Features

* Add support for tags in to_pipeline API for feature processor
* model registry integration to model cards to support model packages
* SDK Defaults - DebugHookConfig defaults in TrainingJob API
* Add segment config for Clarify

Bug Fixes and Other Changes

* Neuronx image retrieval missing sdk information

Documentation Changes

* Doc updates for SDK defaults - S3 Params, Env Variables, Disable Profiler, and DebugHookConfig