Generate images and video with vLLM-Omni on SageMaker AI – Part 2
AWS published a tutorial deploying two endpoints from the same vLLM-Omni DLC image on SageMaker AI: a real-time endpoint running FLUX.2-klein-4B for images and an asynchronous endpoint running Wan2.1-VACE-1.3B for image-conditioned video. A text prompt first generates a PNG, which is sent with a motion prompt through Amazon S3 to the video endpoint; the resulting MP4 is retrieved from S3. The example includes a command-line workflow and an optional Streamlit interface.