Bringing Nemotron models to the Red Hat AI Factory with NVIDIA

Bringing Nemotron models to the Red Hat AI Factory with NVIDIA From infrastructure to intelligence: Accelerating AI mainstream enterprise adoption Bringing NVIDIA Nemotron to the enterprise The future is open The adaptable enterprise: Why AI readiness is disruption readiness About the authors Rob Greenberg Tyler Michael Smith More like this The efficient enterprise: Scaling intelligence with Mixture of Experts Red Hat and NVIDIA collaborate for a more secure foundation for the agent-ready workforce Technically Speaking | Build a production-ready AI toolbox Technically Speaking | Platform engineering for AI agents Keep exploring Browse by channel Automation Artificial intelligence Open hybrid cloud Security Edge computing Infrastructure Applications Virtualization Share Following the successful launch of the Red Hat AI Factory with NVIDIA , Red Hat is pleased to announce the latest update in our collaboration with NVIDIA – delivering Day 0 support for the NVIDIA Nemotron open model family on the Red Hat AI Factory with NVIDIA. With this effort, we are providing a fully optimized, open source pathway for enterprise-grade generative AI. The Red Hat AI Factory with NVIDIA was designed to provide a turnkey environment for developing and deploying AI at scale. Today’s announcement expands this beyond the software and hardware stack, integrating NVIDIA’s high-performance foundation models directly into the hybrid cloud workflow. As the industry sees the growth of proprietary, closed-box AI, Red Hat is doubling down on open source–from models to software and the surrounding ecosystems–to provide more choice and flexibility for enterprises. Our collaboration with NVIDIA helps ensure that the intelligence running within the Red Hat AI Factory with NVIDIA is transparent, reproducible, and fully optimized for the unique security and sovereignty needs of global enterprise and government customers. NVIDIA Nemotron is a family of open models, data, and libraries designed to power transparent, efficient, and specialized agentic AI development across industries. Nemotron open models are optimized for reasoning, retrieval-augmented generation (RAG), and instruction-following tasks. They enable enterprises to accelerate AI innovation across sectors such as financial services, healthcare, and public sector implementations, supporting secure and scalable deployment of generative AI solutions. To make sure these models are ready for mission-critical environments, we are continuing to deepen engineering workflows with NVIDIA to deliver Day 0 support for new NVIDIA Nemotron models, including Nemotron 3 Super , on vLLM and Red Hat AI. This means that customers will be able to immediately run NVIDIA Nemotron models on Red Hat AI at the moment of release. As part of this effort, Red Hat will provide rigorous inference performance and accuracy benchmarks on certified GPUs to validate Nemotron models on Red Hat AI platforms, including Red Hat AI Enterprise, and provide clear deployment guidance.