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vLLM-Omni Team

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Preprint Oct 2026

vLLM-Omni Technical Report: A Unified Serving Runtime for Omni-Modality Generation

Interaction with intelligent systems is expanding beyond text-centric chatbots and coding agents. Speech-native assistants, visual generation and editing, world-model environments, and robot action loops require models that emit text, audio, images, video, and actions. These models differ in execution pattern: multi-st...

vLLM-Omni Team · 0 citations

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