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5/26/25, 11:40 AM Latest News

Red Hat Unlocks Generative AI for Any

Model and Any Accelerator Across the

Hybrid Cloud with Red Hat AI Inference

Server

26/05/2025

Red Hat AI Inference Server, powered by vLLM and enhanced with Neural Magic

technologies, delivers faster, higher-performing and more cost-efficient AI inference across

the hybrid cloud

BOSTON – RED HAT SUMMIT – MAY 25, 2025 — Red Hat, the world's leading provider

of open source solutions, announced Red Hat AI Inference Server, a significant step

towards democratizing generative AI (gen AI) across the hybrid cloud. A new offering within

Red Hat AI, the enterprise-grade inference server is born from the powerful vLLM

community project and enhanced by Red Hat’s integration of Neural Magic technologies,

offering greater speed, accelerator-efficiency and cost-effectiveness to help deliver Red

Hat’s vision of running any gen AI model on any AI accelerator in any cloud environment.

Whether deployed standalone or as an integrated component of Red Hat Enterprise Linux

AI (RHEL AI) and Red Hat OpenShift AI, this breakthrough platform empowers

organizations to more confidently deploy and scale gen AI in production.

Inference is the critical execution engine of AI, where pre-trained models translate data
into real-world impact. It’s the pivotal point of user interaction, demanding swift and

accurate responses. As gen AI models explode in complexity and production deployments

scale, inference can become a significant bottleneck, devouring hardware resources and

threatening to cripple responsiveness and inflate operational costs. Robust inference

servers are no longer a luxury, but a necessity for unlocking the true potential of AI at

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