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AWS Machine Learning Blog
AWS Machine Learning Blog
6/22/2026
Running ComfyUI workflows on Amazon SageMaker AI processing jobs

Running ComfyUI workflows on Amazon SageMaker AI processing jobs

Short summary

Deploy ComfyUI workflows on Amazon SageMaker using AWS CDK to automate batch image generation with GPU acceleration. Covers infrastructure setup, configuration, and adaptation for custom creative pipelines. Targets engineering teams scaling AI-generated visual content.

  • •Use AWS CDK to configure SageMaker for ComfyUI deployment
  • •GPU-accelerated batch processing generates hundreds of images per run
  • •Adapts to custom workflows and scales creative pipelines

Generated with AI, which can make mistakes.

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Read full article at AWS Machine Learning Blog

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