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Merge branch 'master' into hmac-key-fix-v3
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‎CHANGELOG.md‎

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# Changelog
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## v3.1.1 (2025-12-10)
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### Bug fixes and Other Changes
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* Add validation to bedrock reward models
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* Hyperparameter issue fixes, Add validation s3 output path
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* Fix the recipe selection for multiple recipe scenario
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* Train wait() timeout exception handling
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* Update example notebooks to reflect recent code changes
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* Update `model_package_group_name` param to `model_package_group` in finetuning interfaces
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* remove `dataset` param for benchmark evaluator
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## v3.1.0 (2025-12-03)
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### Features

‎README.rst‎

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which are scalable implementations of core machine learning algorithms that are optimized for SageMaker and GPU training.
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If you have **your own algorithms** built into SageMaker compatible Docker containers, you can train and host models using these as well.
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For detailed documentation, including the API reference, see `Read the Docs <https://sagemaker.readthedocs.io>`_.
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To install SageMaker Python SDK, see `Installing SageMaker Python SDK <#installing-the-sagemaker-python-sdk>`_.
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❗🔥 SageMaker V3 Release

‎VERSION‎

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3.1.0
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3.1.1

‎pyproject.toml‎

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"Programming Language :: Python :: 3.12",
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]
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dependencies = [
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"sagemaker-core>=2.1.0,<3.0.0",
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"sagemaker-train>=1.1.0,<2.0.0",
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"sagemaker-serve>=1.1.0,<2.0.0",
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"sagemaker-mlops>=1.1.0,<2.0.0",
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"sagemaker-core>=2.1.1,<3.0.0",
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"sagemaker-train>=1.1.1,<2.0.0",
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"sagemaker-serve>=1.1.1,<2.0.0",
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"sagemaker-mlops>=1.1.1,<2.0.0",
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]
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[project.optional-dependencies]

‎sagemaker-core/CHANGELOG.md‎

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# Changelog
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## v2.1.1 (2025-12-10)
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### Bug fixes
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* Fixed Unit and integ tests
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## v2.0.1 (2025-11-21)
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* Fixed telemetry for PySDK V3 and SageMaker Core V2 usage

‎sagemaker-core/VERSION‎

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2.1.0
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2.1.1
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‎sagemaker-core/src/sagemaker/core/image_uri_config/xgboost.json‎

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"us-west-2": "246618743249"
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},
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"repository": "sagemaker-xgboost"
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},
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"3.0-5": {
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"registries": {
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"af-south-1": "510948584623",
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"ap-east-1": "651117190479",
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"ap-northeast-1": "354813040037",
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"ap-northeast-2": "366743142698",
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"ap-northeast-3": "867004704886",
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"ap-south-1": "720646828776",
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"ap-south-2": "628508329040",
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"ap-southeast-1": "121021644041",
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"ap-southeast-2": "783357654285",
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"ap-southeast-3": "951798379941",
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"ap-southeast-4": "106583098589",
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"ca-central-1": "341280168497",
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"ca-west-1": "190319476487",
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"cn-north-1": "450853457545",
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"cn-northwest-1": "451049120500",
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"eu-central-1": "492215442770",
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"eu-central-2": "680994064768",
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"eu-north-1": "662702820516",
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"eu-south-1": "978288397137",
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"eu-south-2": "104374241257",
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"eu-west-1": "141502667606",
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"eu-west-2": "764974769150",
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"eu-west-3": "659782779980",
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"il-central-1": "898809789911",
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"me-central-1": "272398656194",
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"me-south-1": "801668240914",
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"sa-east-1": "737474898029",
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"us-east-1": "683313688378",
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"us-east-2": "257758044811",
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"us-gov-east-1": "237065988967",
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"us-gov-west-1": "414596584902",
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"us-iso-east-1": "833128469047",
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"us-isob-east-1": "281123927165",
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"us-isof-east-1": "108575199400",
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"us-isof-south-1": "124985052026",
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"us-west-1": "746614075791",
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"us-west-2": "246618743249"
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},
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"repository": "sagemaker-xgboost"
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"us-west-2": "246618743249"
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"repository": "sagemaker-xgboost"
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},
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"3.0-5": {
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"registries": {
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"af-south-1": "510948584623",
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"ap-east-1": "651117190479",
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"ap-northeast-1": "354813040037",
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"ap-northeast-2": "366743142698",
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"ap-northeast-3": "867004704886",
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"ap-south-1": "720646828776",
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"ap-south-2": "628508329040",
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"ap-southeast-1": "121021644041",
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"ap-southeast-2": "783357654285",
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"ap-southeast-3": "951798379941",
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"ap-southeast-4": "106583098589",
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"ca-central-1": "341280168497",
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"ca-west-1": "190319476487",
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"cn-north-1": "450853457545",
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"cn-northwest-1": "451049120500",
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"eu-central-1": "492215442770",
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"eu-central-2": "680994064768",
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"eu-north-1": "662702820516",
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"eu-south-1": "978288397137",
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"eu-south-2": "104374241257",
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"eu-west-1": "141502667606",
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"eu-west-2": "764974769150",
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"eu-west-3": "659782779980",
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"il-central-1": "898809789911",
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"me-central-1": "272398656194",
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"me-south-1": "801668240914",
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"sa-east-1": "737474898029",
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"us-east-1": "683313688378",
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"us-east-2": "257758044811",
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"us-gov-east-1": "237065988967",
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"us-gov-west-1": "414596584902",
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"us-iso-east-1": "833128469047",
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"us-isob-east-1": "281123927165",
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"us-isof-east-1": "108575199400",
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"us-isof-south-1": "124985052026",
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"us-west-1": "746614075791",
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"us-west-2": "246618743249"
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},
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"repository": "sagemaker-xgboost"
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}
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‎sagemaker-mlops/CHANGELOG.md‎

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# Changelog
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## v1.1.1 (2025-12-10)
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* Update project dependencies to include submodules latest versions: sagemaker-core, sagemaker-train, sagemaker-serve, sagemaker-mlops
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## v1.1.0 (2025-12-03)
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* Update project dependencies to include submodules latest versions: sagemaker-core, sagemaker-train, sagemaker-serve, sagemaker-mlops
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## v1.0.1 (2025-11-19)
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* Update project dependencies to include submodules: sagemaker-core, sagemaker-train, sagemaker-serve, sagemaker-mlops

‎sagemaker-mlops/VERSION‎

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1.1.1

‎sagemaker-mlops/pyproject.toml‎

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"sagemaker-train>=1.1.0",
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"sagemaker-serve>=1.1.0",
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"sagemaker-core>=2.1.1",
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"sagemaker-train>=1.1.1",
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"sagemaker-serve>=1.1.1",
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"boto3>=1.42.2,<2.0",
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"botocore>=1.42.2,<2.0",
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]

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