技巧精选

在Amazon SageMaker AI上运行ComfyUI工作流批量生成图像

Running ComfyUI workflows on Amazon SageMaker AI processing jobs

精选理由

AWS官方教你用ComfyUI和SageMaker AI批量跑图,省时省GPU钱,适合需要自动生成大量图像的团队。

AI 摘要

本文介绍了如何通过Amazon SageMaker AI处理作业部署ComfyUI工作流,实现单次批量生成数百张高质量图像。使用AWS CDK配置基础设施,利用GPU加速处理自动执行图像生成。该方案可适配自定义ComfyUI工作流,适用于规模化创意流水线。

图片来源 · AWS Machine Learning Blog
原文 · AWS Machine Learning Blog

Running ComfyUI workflows on Amazon SageMaker AI processing jobs

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. We will guide you through a practical, step-by-step process to automate ComfyUI workflows to generate hundreds of high-quality images in a single batch empowering you to scale your creative pipeline.