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AWS Machine Learning Blog· Yadan Wei·· 3 d 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

AI summary

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.

Selection record

Not admittedSum of both 56 < twice the threshold 120

Source tier
Official, first-hand; this tier's threshold is 60
Pre-filter
passed:vLLM-Omni部署图像视频生成模型教程
Same event

A model scores each item twice, independently, against one written standard, out of 100. An item is admitted only when the two scores add up to twice the threshold. The threshold is set per source tier.

Source: AWS Machine Learning Blog · aws.amazon.com