Page 51 - Red Hat PR REPORT - MAY-JUNE 2025

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…
vLLM’s broad support for publicly available models – coupled with its day zero integration of leading
frontier models including DeepSeek, Gemma, Llama, Llama Nemotron, Mistral, Phi and others, as well
as open, enterprise-grade reasoning models like Llama Nemotron – positions it as a de facto standard for
future AI inference innovation. Leading frontier model providers are increasingly embracing vLLM,
solidifying its critical role in shaping gen AI’s future.
Introducing Red Hat AI Inference Server

Red Hat AI Inference Server packages the leading innovation of vLLM and forges it into the enterprise-
grade capabilities of Red Hat AI Inference Server. Red Hat AI Inference Server is available as a
standalone containerized offering or as part of both RHEL AI and Red Hat OpenShift AI.

Across any deployment environment, Red Hat AI Inference Server provides users with a hardened,
supported distribution of vLLM, along with:
Intelligent LLM compression tools for dramatically reducing the size of both
foundational and fine-tuned AI models, minimizing compute consumption while
preserving and potentially enhancing model accuracy.
Optimized model repository, hosted in the Red Hat AI organization on Hugging Face,
offers instant access to a validated and optimized collection of leading AI models ready
for inference deployment, helping to accelerate efficiency by 2-4x without compromising
model accuracy.
Red Hat’s enterprise support and decades of expertise in bringing community projects
to production environments.
Third-party support for even greater deployment flexibility, enabling Red Hat AI
Inference Server to be deployed on non-Red Hat Linux and Kubernetes platforms
pursuant to Red Hat’s third-party support policy.
Red Hat’s vision: Any model, any accelerator, any cloud.

The future of AI must be defined by limitless opportunity, not constrained by infrastructure silos. Red
Hat sees a horizon where organizations can deploy any model, on any accelerator, across any cloud,
delivering an exceptional, more consistent user experience without exorbitant costs. To unlock the true
potential of gen AI investments, enterprises require a universal inference platform - a standard for more
seamless, high-performance AI innovation, both today and in the years to come.

Just as Red Hat pioneered the open enterprise by transforming Linux into the bedrock of modern IT, the
company is now poised to architect the future of AI inference. vLLM’s potential is that of a linchpin for
standardized gen AI inference, and Red Hat is committed to building a thriving ecosystem around not
just the vLLM community but also llm-d for distributed inference at scale. The vision is clear: regardless
of the AI model, the underlying accelerator or the deployment environment, Red Hat intends to make
vLLM the definitive open standard for inference across the new hybrid cloud.

https://www.cnegypt.com/2025/05/red-hat-unlocks-generative-ai-for-any.html 2/2