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hf-cloud-python-env-setup

Apache-2.0Atualizado em 11 de nov. de 202611.334Estrelas no GitHubInclui scripts

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

O que a skill ensina

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.

O que faz

  • 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