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Now that SageMaker AI supports Amazon Linux 2023 as a base image we can install modern versions of RAPIDS again. They also have CUDA 13 out of the box now.

This PR updates the documentation with the following changes:

  • Instruct to select the AL2023 image instead of AL2
  • Changed VM suggestion to modern GPU family
  • Reintroduce templating into install script
  • Bump Python version to 3.12 (max supported by sagemaker-python-sdk)
  • Remove glibc warning

Closes #520

@jacobtomlinson jacobtomlinson requested a review from a team as a code owner December 17, 2025 14:25
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@jameslamb jameslamb left a comment

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Looks good! Left one question for my own curiosity, but feel free to merge this then answer later.

@ncclementi ncclementi merged commit 8c80c1e into rapidsai:main Dec 18, 2025
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[AWS] SageMaker: RAPIDS 25.02 conda packages cannot be installed on Notebook Instances (requires GLIBC 2.28+)

3 participants