v2.237.1

Bug Fixes and Other Changes

• chore: remove support for ecr spec fallbacks for jumpstart models
• Cloudpickle Revert
• Cloudpickle update
• Numpy update
• Protobuf update
• Update to fetch latest Cloudpickle version

v2.237.0

Features

• Support SageMakerTrainingPlan for training jobs
• AMI support for BRM
• Adding Bedrock Store model support for HubService

Bug Fixes and Other Changes

• Fix unit tests
• update boto3 and sagemaker-core version
• fix gpu_image uri
• Hotfix to construct rubik uri correctly
• fix codestyles
• fix merge artifact
• fix merge artifact
• fix test_requiremenets.txt
• chore: Merge from main

v2.236.0

Features

• Partner App Auth Provider for SDK support
• add pre-processing and post-processing logic to inference_spec
• add utility function to capture local snapshot
• support script mode with local train.sh

Bug Fixes and Other Changes

• Add graphene to doc requirements
• Add graphne to the doc requirements
• Enable the Recipe tests marked with @pytest.mark.skip(reason="Hyperpod recipe code unavailable"
• Add model trainer documentation
• Usage docs for training recipes
• Neuron URIs update
• Update URIs to public for training recipes
• Changes for SMP v2.7.0
• Change default source directory to current, add option to specify source dir
• Remove default values for fields in recipe_overrides and fix recipe path.
• Update MANIFEST.in so that wheel builds correctly
• fix the file uploading signature verification error
• remove example notebooks artifacts
• Morpheus tests
• Integ tests for local mode model trainer
• Update hyperpod recipe uris
• Add interface units for ModelTrainer
• Model Trainer Bucket improvements
• Update ModelTrainer Interface Parameters
• add in-process mode definition to docs
• Intelligent defaults for Model Trainer
• Fix tests and codestyle
• add integ test for base_model_builder_deploy and remove print statement
• Revert image builder
• pin xgboost dlc to 1.7.1 to fix test
• Skip JS model mapping with env vars or image URI provided
• Use sagemaker core Session
• Integration tests for Model Builder Handshake
• [Updated] Add telemetry to ModelTrainer, Estimator and ModelBuilder
• Update kandinsky in ModelTrainer and allow setting requirements
• add modelID support to model builder InProcess model
• Add Rich Logging to Model Builder
• Notebooks update for Bugbash
• Add bugbash bootstrapping
• add inference morpheus nbs
• Update ModelTrainer Notebooks
• Bug fixes
• Single container local training
• update notebooks
• update notebooks
• Add recipes examples
• Unified Deployment interface in Model Builder
• Use exact python path in trainer template
• Support building image from Dockerfile
• Add Support for Training Recipes
• Trainer handshake
• Pass hyperparameters as CLI args
• Add in_process mode support for DJL and TorchServe servers
• Remove ignored files
• Simplify Config Class Names and DistributedRunner structures
• Fix bug in script mode setup ModelTrainer
• Mask Sensitive Env Logs in Container
• Add path to set Additional Settings in ModelTrainer
• Add Distributed Training Support Model Trainer
• Cleanup ModelTrainer code
• Latest Container Image
• General image builder
• Cleanup ModelTrainer
• Revert Image Spec
• Support intelligent parameters
• Add enviornment variable bootstrapping script
• Add example notebook
• Add unit tests for ModelTrainer
• Image Spec refactoring and updates
• Base model trainer

v2.235.2

prepare release v2.235.2

v2.235.1

Bug Fixes and Other Changes

• Update sagemaker-core dep
• update image_uri_configs 11-20-2024 06:17:41 PST

v2.235.0

Features

• Optimize() validations across TRT, VLLM, Neuron container optimizations

Bug Fixes and Other Changes

• update image_uri_configs 11-19-2024 06:17:58 PST

v2.234.0

Features

• optimization technique related validations.

Bug Fixes and Other Changes

• Revert "change: add TGI 2.4.0 image uri (#4922)"
• pin testing deps
• add TGI 2.4.0 image uri
• add jumpstart ap-southeast-5
• Move sagemaker-mlflow to extras

v2.233.0

Features

• triton v24.09
• Marketplace model support in HubService

Bug Fixes and Other Changes

• Fixing JumpStart Tests
• bumping smp version from 2.6.0 to 2.6.1
• Updates for DJL 0.30.0 release

v2.232.3

Bug Fixes and Other Changes

• update image_uri_configs 10-29-2024 07:17:56 PST
• Skip pytorch tests incompatible with latest version 2.4.0
• adding eu-central-2 bucket info to JS constants
• update image_uri_configs 10-23-2024 11:26:03 PST
• update image_uri_configs 10-17-2024 07:17:55 PST
• update image_uri_configs 10-03-2024 07:17:59 PST
• update image_uri_configs 09-27-2024 07:18:01 PST
• modified pull request template
• fixing typo in dependecy setup
• release: huggingface tgi neuronx 0.0.25 image
• Revert "update cloudpickle version to >=2.2.1 in pyproject.toml (#4899)"
• update cloudpickle version to >=2.2.1 in pyproject.toml
• update cloudpickle version to >=2.2.1
• chore(deps): bump pyspark from 3.3.1 to 3.3.2 in /requirements/extras
• changes for PT 2.4 currency upgrade
• chore: add lmi image config in me-central-1
• tests: Implement integration tests covering JumpStart PrivateHub workflows
• Use Miniforge to replace MambaForge

v2.232.2

Bug Fixes and Other Changes

• Pass kwargs to HuggingFaceModel.deploy()
• improve logging and exception messages
• remove deprecated distutils
• update image_uri_configs 09-24-2024 07:18:00 PST