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TutorialsAWS Machine Learning Blog· Yadan Wei·· 18 days ago

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

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

Who
Amazon Web Services
When

What happened

An AWS tutorial shows how to deploy two endpoints using the same vLLM-Omni DLC image on SageMaker AI: a real-time endpoint using FLUX.2-klein-4B for image generation and an asynchronous endpoint using Wan2.1-VACE-1.3B for image-conditioned video generation. A text prompt first produces a PNG, then the image and motion prompt are sent through Amazon S3 to the video endpoint. The generated MP4 is retrieved from S3. The example includes a command-line workflow and an optional Streamlit interface.

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