Chapter 1. Version 3.2 release notes


Red Hat Enterprise Linux AI is a generative AI inference platform for Linux environments that uses Red Hat AI Inference Server for running and optimizing models, and includes Red Hat AI Model Optimization Toolkit for model quantization, sparsity, and general compression for supported AI accelerators. Red Hat AI Model Optimization Toolkit has native Hugging Face and vLLM support. You can seamlessly integrate optimized models with deployment pipelines for faster, cost-saving inference at scale, powered by the compressed-tensors model format.

Red Hat Enterprise Linux AI is packaged as a bootc container image for easy deployment on a Linux server appliance with NVIDIA CUDA or AMD ROCm AI accelerators installed. The container images are available from registry.redhat.io:

  • registry.redhat.io/rhelai3/bootc-cuda-rhel9:3.2.0
  • registry.redhat.io/rhelai3/bootc-rocm-rhel9:3.2.0
Important

There is no direct upgrade path from Red Hat Enterprise Linux AI 1.5 to Red Hat Enterprise Linux AI 3.0. You can upgrade from Red Hat Enterprise Linux AI 3.0 to 3.2.

Important

The registry.redhat.io/rhelai3/bootc-rocm-rhel9:3.2.0 image does not include Red Hat AI Model Optimization Toolkit, which is not supported for AMD ROCm AI accelerators.

1.1. New features

  • Red Hat Enterprise Linux AI 3.2 now includes support for AMD ROCm AI accelerators.

1.2. Known issues

There are no known issues for Red Hat Enterprise Linux AI 3.2.

Back to top
Red Hat logoGithubredditYoutubeTwitter

Learn

Try, buy, & sell

Communities

About Red Hat Documentation

We help Red Hat users innovate and achieve their goals with our products and services with content they can trust. Explore our recent updates.

Making open source more inclusive

Red Hat is committed to replacing problematic language in our code, documentation, and web properties. For more details, see the Red Hat Blog.

About Red Hat

We deliver hardened solutions that make it easier for enterprises to work across platforms and environments, from the core datacenter to the network edge.

Theme

© 2026 Red Hat