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Generate images and video with vLLM-Omni on SageMaker AI – Part 2 Amazon Web Services · 4 hours ago · 14

Timeline

Month Quarter Year

Q3 2026

AWS deploys vLLM-Omni Deep Learning Containers on Amazon SageMaker AI to enable real-time image/video generation and streaming text-to-speech Deployment

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

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Amazon SageMaker AI integrated with this tool · 1 source

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TLDRocket 28 September 2026

Enterprises didn’t just start “using AI” today—they started packaging it, deploying it, and worrying about what it might do when it gets loose. Meta rolled out the Meta Enterprise Platform, appointing MongoDB CEO Chirantan “CJ” Desai to lead a push to sell models, agents, and infrastructure as a bundled offering. Meta also signaled the scale of its own appetite for compute, budgeting $130 billion to $145 billion in AI data-center capital expenditures this year. The same day, AWS showed how that stack can be operationalized quickly: vLLM-Omni on SageMaker AI can stream Qwen3-TTS voice back while it’s generating it, and FLUX.2-klein-4B plus Wan2.1-VACE-1.3B can return a PNG instantly before queuing an MP4 via S3.

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