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5/26/25, 11:40 AM Company News in Egypt: Red Hat Unlocks Generative AI for Any Model and Any Accelerator Across the Hybrid Cloud with Red Ha…
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Red Hat Unlocks Generative AI for Any Model and Any

Accelerator Across the Hybrid Cloud with Red Hat AI

Inference Server

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 scale, navigating underlying complexities with greater ease.

Red Hat directly addresses these challenges with Red Hat AI Inference Server — an open inference
solution engineered for high performance and equipped with leading model compression and
optimization tools. This innovation empowers organizations to fully tap into the transformative power of
gen AI by delivering dramatically more responsive user experiences and unparalleled freedom in their
choice of AI accelerators, models and IT environments.

vLLM: Extending inference innovation

Red Hat AI Inference Server builds on the industry-leading vLLM project, which was started by
University of California, Berkeley in mid-2023. The community project delivers high-throughput gen AI
inference, support for large input context, multi-GPU model acceleration, support for continuous
batching and more.

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