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mlops-multi-account-cdk v2.0

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@ViktorMalesevic ViktorMalesevic released this 01 Aug 15:40
· 12 commits to main since this release
v2.0
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mlops-multi-account-cdk v2.0 - June 2024 Release notes:

  • Addition of an LLMOps SageMaker project template to fine-tune, evaluate and deploy LLMs cross account with HuggingFace on AWS (example with CodeLlama).
  • Addition of an Image Generation Ops SageMaker project template to fine-tune and deploy Diffusion models cross account with HuggingFace on AWS (example with StableDiffusion - Dreambooth)
  • Use of Service Catalog L3 CDK Constructs allowing for self-contained SageMaker project folders (with seed code) remove need to declare assets manually individually and simplifying developer experience
  • Addition of light weight CLI to create config files and decrease setup time
  • Improved developer guides and documentation
  • Move to own repository to simplify forks and contributions: mlops-multi-account-cdk replaced with submodule: https://github.com/aws-samples/aws-enterprise-mlops-framework
  • Previous code (v1.0) available in submodule's legacy branch: https://github.com/aws-samples/aws-enterprise-mlops-framework/tree/legacy
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