sagemaker-python-sdk
A library for training and deploying machine learning models on Amazon SageMaker
APACHE-2.0 License
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Features
- triton v24.05
Bug Fixes and Other Changes
- chore: telemetry for deployment configs
- censoring sensitive values from being logged
- update image_uri_configs 08-05-2024 07:17:38 PST
- enable uncompressed model artifacts upload to S3 for SAGEMAKER_ENDPOINT overwrite for TGI, TEI, MMS model servers
- ModelReference deployment for Alt Configs models
- Add optional typecheck for nullable parameters
- Update package metadata
- release TEI 1.4.0
Published by sagemaker-bot 3 months ago
Features
- added code scanning through CodeQL
Bug Fixes and Other Changes
- Fixed cpu isntance type for the estimator register test
- update image_uri_configs 07-29-2024 11:28:28 PST
- avoid AccessDenied error for a while on SageMaker Studio wtih do…
- SMP PT 2.3 Fix
- chore: pin framework version in serverless inference tests
- image uri in TGI 2.2.0 image
- explicitly access enum member values to avoid Python version related regression
- chore: add huggingface TGI 2.2.0 config
- update image_uri_configs 07-22-2024 11:53:54 PST
- update image_uri_configs 07-17-2024 07:17:38 PST
- update image_uri_configs 07-16-2024 07:17:45 PST
- add support for new regions
Published by sagemaker-bot 3 months ago
Published by sagemaker-bot 3 months ago
Features
- Curated hub improvements
- InferenceSpec support for MMS and testing
Bug Fixes and Other Changes
- ModelBuilder not passing HF_TOKEN to model.
- update image_uri_configs 07-10-2024 07:18:04 PST
Published by sagemaker-bot 3 months ago
Features
- model optimization
Bug Fixes and Other Changes
- fix integ test
- update uris for v1.1.1
- update image_uri_configs 07-04-2024 07:17:24 PST
Published by sagemaker-bot 4 months ago
Bug Fixes and Other Changes
- allow for inf spec and server override to be passed
Published by sagemaker-bot 4 months ago
Bug Fixes and Other Changes
- Upgrade local dependencies
- Improve docstrings for estimator tags
Published by sagemaker-bot 4 months ago
Bug Fixes and Other Changes
- Update DJLModel class for latest container releases
- list_models() for python3.8
Published by sagemaker-bot 4 months ago
Bug Fixes and Other Changes
- JumpStart CuratedHub Launch
- Update README.rst to show conda-forge version of SageMaker SDK
- Update tox.ini
- chore(deps): bump apache-airflow from 2.9.1 to 2.9.2 in /requirements/extras
- Model server override logic
Published by sagemaker-bot 4 months ago
Features
- JumpStartModel attach
Bug Fixes and Other Changes
- feat(sagemaker-mlflow): New features for SageMaker MLflow
- Upgrading to PT 2.3 for release
- chore: use ml.g5.2xlarge for integ test
- Enable telemetry logging for Remote function
- Fix Dependabot Issues - MLFlow Version
Published by sagemaker-bot 4 months ago
Features
- add 'ModelCard' property to Register step
Bug Fixes and Other Changes
- Fix Sniping bug fix
- Implement custom telemetry logging in SDK
- Fix ci unit-tests
- update image_uri_configs 06-12-2024 07:17:03 PST
Published by sagemaker-bot 4 months ago
Bug Fixes and Other Changes
- First changes
- estimator.deploy not respecting instance type
Published by sagemaker-bot 4 months ago
Features
- jumpstart telemetry
Bug Fixes and Other Changes
- update image_uri_configs 06-06-2024 07:17:31 PST
- bump requests from 2.31.0 to 2.32.2 in /requirements/extras
- chore: add HF LLM neuronx 0.0.23 image
- Updates for DJL 0.28.0 release
- chore(deps): bump mlflow from 2.11.1 to 2.12.1 in /tests/data/serve_resources/mlflow/tensorflow
- chore(deps): bump mlflow from 2.11.1 to 2.12.1 in /tests/data/serve_resources/mlflow/xgboost
- chore(deps): bump mlflow from 2.10.2 to 2.12.1 in /tests/data/serve_resources/mlflow/pytorch
- chore(deps): bump apache-airflow from 2.9.0 to 2.9.1 in /requirements/extras
- chore(deps): bump requests from 2.31.0 to 2.32.2 in /tests/data/serve_resources/mlflow/pytorch
- Fix ci unit-tests
- Making project name in workflow files dynamic
- update image_uri_configs 05-29-2024 07:17:35 PST
- Update: SM Endpoint Routing Strategy Support.
Published by sagemaker-bot 5 months ago
Bug Fixes and Other Changes
- Convert pytorchddp distribution to smdistributed distribution
- Add tei cpu image
Published by sagemaker-bot 5 months ago
Features
- onboard tei image config to pysdk
Bug Fixes and Other Changes
- JS Model with non-TGI/non-DJL deployment failure
- cover tei with image_uris.retrieve API
- Add more debuging
- model builder limited container support for endpoint mode.
- Image URI should take precedence for HF models
Published by sagemaker-bot 5 months ago
Features
- AutoGluon 1.1.0 image_uris update
- add new images for HF TGI release
- Add telemetry support for mlflow models
Bug Fixes and Other Changes
- add debug logs to workflow container dist creation
- model builder race condition on sagemaker session
- Add tensorflow_serving support for mlflow models and enable lineage tracking for mlflow models
- update image_uri_configs 05-09-2024 07:17:41 PST
- skip flakey tests pending investigation
Published by sagemaker-bot 5 months ago
Features
- allow choosing js payload by alias in private method
Bug Fixes and Other Changes
- chore(deps): bump jinja2 from 3.1.3 to 3.1.4 in /requirements/extras
- chore(deps): bump tqdm from 4.66.2 to 4.66.3 in /tests/data/serve_resources/mlflow/pytorch
- chore(deps): bump jinja2 from 3.1.3 to 3.1.4 in /doc
- Updates for SMP v2.3.1
Published by sagemaker-bot 6 months ago
Bug Fixes and Other Changes
- Fix UserAgent logging in Python SDK
- chore: release tgi 2.0.1
- chore: update skipped flaky tests
Published by sagemaker-bot 6 months ago
Features
- set default allow_pickle param to False
Bug Fixes and Other Changes
- properly close files in lineage queries and tests
Published by sagemaker-bot 6 months ago
Features
- support session tag chaining for training job
Bug Fixes and Other Changes
- Add Triton v24.03 URI
- mainline alt config parsing
- Fix tox installs
- Add PT 2.2 Graviton Inference DLC