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SageMaker MLflow Apps now support MLflow 3.16

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This article announces that Amazon SageMaker MLflow Apps now support MLflow 3.16, bringing enhanced tracing and faster experiment tracking to generative AI and machine learning workflows.

  • Redesigned trace explorer is now the default with adjustable row height and reorderable columns
  • Custom columns can be created from any trace tag or metadata field
  • Accelerated metric charts for experiments with large metric histories
  • New MLflow Apps created on MLflow 3.16 by default
  • Existing apps automatically upgraded during maintenance window with no action required
  • Available in all AWS Regions where MLflow Apps are supported

MLflow 3.16 improves debugging and analysis capabilities for generative AI applications and agents.



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