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hf-cloud-python-env-setup

Apache-2.0Updated on Nov 11, 202611,334GitHub starsIncludes scripts

One of Hugging Face's skills for deploying models on Amazon SageMaker.

What the skill teaches

One of Hugging Face's skills for deploying models on Amazon SageMaker. Before any Python runs for a SageMaker deployment, training job or other AWS automation, it has the agent build an isolated environment rather than using the system Python, pin the Python version to 3.10 through 3.12, install current boto3 and AWS CLI packages, and check installed versions the reliable way. It explains when the SageMaker Python SDK is a reasonable alternative to plain boto3 and lists known SDK pitfalls. Bundled Python scripts create the environment and check versions.

Capabilities

  • Create an isolated Python environment for SageMaker work
  • Install current boto3 and AWS CLI packages
  • Check installed package versions
  • Choose between boto3 and the SageMaker SDK