Page 57 - Red Hat PR REPORT - MAY-JUNE 2025

5/26/25, 11:41 AM Red Hat Unlocks Generative AI for Any Model and Any Accelerator Across the Hybrid Cloud with Red Hat AI Inference Server | We…
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.

Red Hat Summit

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