...The model processes text, images, and video and supports context windows up to one million tokens. Its language backbone builds on Nemotron 3 Super Base and incorporates distillation from Nemotron 3 Ultra Base, followed by multilingual, long-context, and software-engineering training. Native Multi-Token Prediction enables speculative decoding for faster inference. Unlike the instruction-tuned BF16 release, this base checkpoint is intended for researchers and developers creating specialized vision-language models through supervised fine-tuning, reinforcement learning, and domain adaptation.