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

Deployment Provisional 78% confidence first seen

AWS made the vLLM-Omni Deep Learning Container available on Amazon SageMaker AI, adding support for generating still images and animated videos from text prompts using SageMaker endpoints. The coverage also describes deploying a text-to-speech model (Qwen3-TTS) with vLLM-Omni to stream voice output in real time while the model generates it.

Amazon SageMaker AI Amazon SageMaker AI Amazon Web Services FLUX.2-klein-4B Qwen3-TTS Wan2.1-VACE-1.3B vLLM-Omni Deep Learning Container AWS Amazon S3 Gradio Streamlit

Source coverage

Generate images and video with vLLM-Omni on SageMaker AI – Part 2 Amazon Web Services Build real-time voice applications with vLLM-Omni on SageMaker AI – Part 1 Amazon Web Services

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