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

Deploy two generative media models from one AWS vLLM-Omni Deep Learning Container on Amazon SageMaker AI. Generate an image with FLUX.2-klein through real-time inference, then animate it into video with Wan2.1-VACE through asynchronous inference, and retrieve the MP4 from Amazon S3.

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Timeline · 2 reports

  1. 2026-09-28 16:15 · AWS Machine Learning Blog
    Build real-time voice applications with vLLM-Omni on SageMaker AI – Part 1
  2. 2026-09-28 16:15 · AWS Machine Learning Blog
    Generate images and video with vLLM-Omni on SageMaker AI – Part 2

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