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🟧AWS Machine Learning
June 22, 2026
Society & Culture

Running ComfyUI workflows on Amazon SageMaker AI processing jobs

Overview

In this post, we walk you through how to deploy ComfyUI workflows on Amazon SageMaker AI processing jobs to generate hundreds of high-quality images in a single batch. You learn how to set up the infrastructure using AWS Cloud Development Kit (AWS CDK), configure GPU-accelerated processing, and automate image generation at scale. You can then adapt this solution to your ComfyUI workflows specific to your needs.

Running ComfyUI workflows on Amazon SageMaker AI processing jobs

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