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NVIDIA Nemotron 3.5 Super VL Gets Day-0 vLLM Support

Why we picked it

Day-0 support means developers can self-host the model with vLLM immediately instead of waiting on inference framework integration, and the sparse 12B-active MoE design keeps serving costs well below a dense 120B model. Builders running agents over long documents or video pipelines can start with the official vLLM setup guide in the announcement thread.

vLLM added day-0 support for NVIDIA Nemotron 3.5 Super VL, a multimodal model with 120B total parameters and 12B active per token. The model handles text, images, documents and video within a 1M-token context window. It also includes reasoning and tool use for agent workflows, and is available in vLLM from launch day.

Original · vLLM

🎉 Day-0 support for NVIDIA Nemotron 3.5 Super VL in vLLM!

120B total parameters, 12B active per token, and a 1M-token context window. Text, images, documents and video in one open multimodal model, with reasoning and tool use for agent workflows.

Here is what is supported and how to get started. 🧵

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