Inside Nemotron 3.5 Super VL: hybrid Mamba-Transformer MoE with C-RADIOv4 vision encoder

vllm_project · x · 2026-10-15

The vLLM team details Nemotron 3.5 Super VL's architecture: a hybrid Mamba–Transformer MoE paired with a C-RADIOv4 vision encoder. vLLM supports the model's multi-token prediction (MTP) path for speculative decoding, alongside continuous batching and prefix caching.

The model has 120B total / 12B active parameters and a 1M-token context window, bringing text, image, document and video understanding with reasoning and tool use to an OpenAI-compatible serving endpoint.

Related event: vLLM ships Day-0 support for Nemotron 3.5 Super VL(4 posts)→

Original post →

More from Infra

Infra channel →