Bug Fixes and Other Changes

• Nova training support

Features

• integrate amtviz for visualization of tuning jobs

Bug Fixes and Other Changes

• build(deps): bump requests in /tests/data/serve_resources/mlflow/pytorch
• build(deps): bump protobuf from 4.25.5 to 4.25.8 in /requirements/extras
• build(deps): bump mlflow in /tests/data/serve_resources/mlflow/xgboost
• build(deps): bump torch in /tests/data/modules/script_mode
• sanitize git clone repo input url
• Adding Hyperpod feature to enable hyperpod telemetry
• Adding Hyperpod feature to enable hyperpod telemetry
• Bump SMD version to enable custom workflow deployment.
• Update TF DLC python version to py312
• update image_uri_configs 07-04-2025 07:18:27 PST
• update image_uri_configs 06-26-2025 07:18:35 PST
• relax protobuf to <6.32

Bug Fixes and Other Changes

• update image_uri_configs 06-19-2025 07:18:34 PST

Features

• Add support for MetricDefinitions in ModelTrainer

Bug Fixes and Other Changes

• update jumpstart region_config, update image_uri_configs 06-12-2025 07:18:12 PST
• Add ignore_patterns in ModelTrainer to ignore specific files/folders
• Allow import failure for internal _hashlib module

Features

• Triton v25.04 DLC

Bug Fixes and Other Changes

• Update Attrs version to widen support
• update estimator documentation regarding hyperparameters for source_dir

Features

• Correct mypy type checking through PEP 561

Bug Fixes and Other Changes

• MLFLow update for dependabot
• addWaiterTimeoutHandling
• merge method inputs with class inputs
• update image_uri_configs 05-20-2025 07:18:17 PST

Bug Fixes and Other Changes

• include model channel for gated uncompressed models
• clarify model monitor one time schedule bug
• update jumpstart region_config 05-15-2025 07:18:15 PST
• update image_uri_configs 05-14-2025 07:18:16 PST
• Add image configs and region config for TPE (ap-east-2)
• Improve defaults handling in ModelTrainer

Bug Fixes and Other Changes

• Fix Flask-Limiter version
• Fix test_huggingface_tei_uris()
• huggingface-llm-neuronx dlc
• huggingface-neuronx dlc image_uri
• huggingface-tei dlc image_uri
• Fix test_deploy_with_update_endpoint()
• add AG v1.3
• parameter mismatch in update_endpoint
• remove --strip-component for untar source tar.gz
• Fix type annotations
• chore: Allow omegaconf >=2.2,<3
• honor json serialization of HPs
• Map llama models to correct script
• pin test dependency
• fix bad initialization script error message
• Improve error logging and documentation for issue 4007
• build(deps): bump scikit-learn
• build(deps): bump mlflow
• build(deps): bump mlflow in /tests/data/serve_resources/mlflow/pytorch
• chore: Add tei 1.6.0 image

Features

• support custom workflow deployment in ModelBuilder using SMD image.

Bug Fixes and Other Changes

• Add Owner ID check for bucket with path when prefix is provided
• Add model server timeout
• pin mamba version to 24.11.3-2 to avoid inconsistent test runs
• Update ModelTrainer to support s3 uri and tar.gz file as source_dir
• chore: add huggingface images

Bug Fixes and Other Changes

• update readme to reflect py312 upgrade
• Revert the PR changes 5122
• Py312 upgrade step 2: Update dependencies, integ tests and unit tests
• update pr test to deprecate py38 and add py312
• update image_uri_configs 04-16-2025 07:18:18 PST
• update image_uri_configs 04-15-2025 07:18:10 PST
• update image_uri_configs 04-11-2025 07:18:19 PST