NVIDIA Nemotron 3.5 Super VL 120B-A12B NVFP4 is an open-weight, quantized vision-language model designed for multimodal reasoning, coding, document understanding, and autonomous AI agents. It features a hybrid Mamba-2–Transformer Mixture-of-Experts architecture with 120B total parameters and approximately 12B activated per token. The model integrates a C-RADIO vision encoder to process text, images, and video, while supporting context windows up to one million tokens. NVFP4 mixed-precision quantization reduces memory requirements for efficient deployment on NVIDIA accelerators. Native Multi-Token Prediction supports faster generation through speculative decoding, while configurable reasoning modes balance response speed and analytical depth. Designed for enterprise AI, visual analysis, software engineering, and tool-assisted workflows, it supports deployment through modern inference frameworks.

Features

  • 120B total parameters with 12B activated per token
  • Hybrid Mamba-2–Transformer Mixture-of-Experts architecture
  • 512 routed experts with a C-RADIO vision encoder
  • Native text, image, and video understanding
  • Up to 1M-token context window for extended workflows
  • NVFP4 quantization with quantization-aware distillation
  • Configurable thinking modes and Multi-Token Prediction decoding
  • Deployment through vLLM, SGLang, and TensorRT-LLM

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