NVIDIA Nemotron™ 3 Nano Omni is a 30B-A3B open multimodal model designed to function as a perception and context sub-agent in enterprise agent systems. It accepts text, image, video, and audio inputs and produces text output, enabling agents to perceive and reason across modalities in a single inference loop. Built on a hybrid MoE Transformer-Mamba architecture with Conv3D video layers and Efficient Video Sampling (EVS), it delivers approximately 2× higher throughput and 2.5× lower compute for video reasoning versus separate vision + speech pipelines. It supports up to 300K context length and a 16,384 reasoning budget, with extended thinking enabled via reasoning.
비전심층 사고|상용 모델
AI 성능 평가
종합
AA Intelligence Index
21%↓20%
추론·수학
GPQA Diamond
47%↓37%
HLE
5.3%↓15%
코딩
AA Coding Index
15%↓23%
TAU2
45%↓39%
TerminalBench
8.3%↓27%
SciCode
28%↓15%
언어·지시
IFBench
63%↓1%
AA-LCR
36%↓28%
출력 속도
일반 모드
300tok/s↑216
출력 시작 7.24s