Building Smarter, Faster AI with Open-Source Models

NVIDIA's Nemotron 3 open models enabling building powerful, agentic AI applications on the Dell AI Factory with NVIDIA.

Key takeaways: NVIDIA’s Nemotron 3 is a family of open models, datasets, and libraries that helps enterprises build custom AI agents. It boosts productivity and flexibility by allowing you to create secure, specialized solutions for your unique business needs. The Dell AI Factory with NVIDIA provides the optimized infrastructure to deploy these powerful models, turning AI potential into real business outcomes.


Enterprises today face a significant challenge: the need to innovate rapidly with AI while maintaining strict control over data privacy, security, and operational costs. Relying solely on closed, proprietary models can sometimes limit an organization’s ability to deliver AI solutions for their unique environment. The next leap in AI involves creating sophisticated enterprise AI use cases and agents that can handle complex, multi-step tasks with greater speed, flexibility and reliability.

NVIDIA is fueling this advancement with this week’s launch of Nemotron 3, a family of open models engineered for leading efficiency and accuracy. This breakthrough enables developers to build and deploy powerful AI agents for a new generation of use cases, from IT automation to financial fraud detection, on the Dell AI Factory with NVIDIA.

Unlocking value with open models

Traditional large language models often lack efficiency, require significant computing power, and can lose context during long tasks. Models can often overthink, thereby creating more inferencing, increasing traffic and token costs. Many are also closed-source, making customization and secure deployment difficult. These limitations can hinder adoption as well as the development of AI applications for real-world, mission-critical tasks like compliance, code analysis, and report generation.

NVIDIA Nemotron 3 is a family of open models designed to power these advanced applications, offering a blend of high efficiency, leading accuracy, and deployment flexibility. Its hybrid Mamba-Transformer architecture delivers up to four times the token generation efficiency of previous models, enabling agents to “think” faster and operate at a lower cost, making inferencing more efficient. With a huge 1-million-token context window, Nemotron 3 can process extensive information, critical for use cases that require deep analysis of multiple data sources. Organizations also gain the transparency and control needed to customize the open-source models for their specific needs and deploy them securely on their own infrastructure.

The Dell AI Factory with NVIDIA delivers a proven, enterprise-grade infrastructure engineered to accelerate AI initiatives and scale inferencing operations. It combines Dell’s industry-leading compute, storage, and networking with NVIDIA’s powerful AI software and hardware. This allows organizations to seamlessly deploy Nemotron 3 models, packaged as NVIDIA NIM microservices, in the comprehensive NVIDIA Enterprise Software suite. By simplifying infrastructure and providing a clear path to AI adoption, the Dell AI Factory with NVIDIA enables enterprise customers to harness the full potential of these solutions, scale inferencing operations more efficiently and achieve faster outcomes in their unique use cases.

NVIDIA Nemotron 3 provides powerful, open-source building blocks for creating the next generation of AI agents. Paired with the industry-leading, optimized infrastructure of the Dell AI Factory with NVIDIA, organizations have a clear and reliable path to turning the potential of agentic AI into real, measurable business progress.

NVIDIA Nemotron 3 is available now. For further inquiries, contact your Dell sales representative.

To learn more, visit https://www.dell.com/nvidia-ai.

About the Author: Robert Hartman

Robert Hartman is a Senior Product Marketing Manager for Dell EMC PowerEdge servers and other products in the PowerEdge family. He has always had a fascination with technology and how it can add value to people, businesses and ongoing trends to improve productivity. His perspective is to communicate how customers and business can leverage, maximize their investments and increase their results. This is Robert’s second time with Dell Technologies following his passion in marketing, after joining in 2010 in the Networking business unit. He has over 20 years of marketing experience in semiconductors, networking, servers, and cloud, with many more years in technology.