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Releases: aws/sagemaker-python-sdk

v2.171.0

06 Jul 17:17
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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

v2.170.0

05 Jul 17:40
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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

v2.169.0

29 Jun 19:06
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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

v2.168.0

22 Jun 04:37
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Features

  • Support uncompressed model upload
  • Add optional monitoring_config_override parameter in suggest_baseline API
  • SDK defaults add disable profiler to createTrainingJob

Bug Fixes and Other Changes

  • Enable spark processing container in KIX
  • Fix key prefix preventing jumpstart model repack

v2.167.0

21 Jun 03:53
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Features

  • add SageMaker FeatureStore feature processing

Bug Fixes and Other Changes

  • Chore/reset cache if js model not found

v2.166.0

19 Jun 23:58
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Features

  • Add inf2 support to HuggingFaceModel
  • adding resourcekey and tags for api in config for SDK defaults

Bug Fixes and Other Changes

  • Remove deprecated option.s3url in favor of option.model_id
  • Use sagemaker config keyword
  • SDK Defaults Config - Handle config injection for None Sessions
  • Fix HPO Grid Search comparison and name

v2.165.0

13 Jun 16:53
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Features

  • Add support for Deployment Recommendation ID in model.deploy(). No tagging support

Bug Fixes and Other Changes

  • maketplace integs
  • Add tagging assert to inference recommender integ tests
  • breaking deviations in _create_sagemaker_model call

Documentation Changes

  • Add missing quotation mark

v2.164.0

08 Jun 16:52
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Features

  • SDK Defaults - Environment Variables
  • Update Transformers 4.28 - PyTorch 2.0.0 Training and Inference Image URI

Bug Fixes and Other Changes

  • tag more integs as flaky for auto-retry
  • Remove docker-compose from local requirements
  • enable neo framework version support on ml_inf2 and ml_trn1

v2.163.0

07 Jun 18:10
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Features

  • Add huggingface-llm 0.8.2 dlc images

Bug Fixes and Other Changes

  • Update to more actionable error message
  • Loosen local reqs for PyYAML

v2.162.0

06 Jun 07:05
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Features

  • Add tagging support for create ir job
  • Selective Step Execution feature in Pipelines
  • Add Neuronx Image uri - Transformers 4.28 - PyTorch 1.13

Bug Fixes and Other Changes

  • skip pipelines abalone notebook test
  • Update neo multiversion support to include edge devices

Documentation Changes

  • JumpStart Utility Doc Update