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Generate images and video with vLLM-Omni on SageMaker AI – Part 2

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In this post, you turn a text prompt into an image, then animate that image into a short video on Amazon SageMaker AI. You deploy two endpoints from the same AWS vLLM-Omni Deep Learning Container (DLC): a real-time endpoint for FLUX.2-klein-4B image generation and an asynchronous endpoint for Wan2.1-VACE-1.3B video generation. The workflow sends a text prompt to generate a still image, then passes the image and a motion prompt to the video endpoint. It retrieves the MP4 from Amazon Simple Storage Service (Amazon S3) and provides an optional Streamlit…

AWS AI · 28 Sep 2026 · 18:15 CESTRead story →Original ↗
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