Red Hat Enterprise Linux AI

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href="https://catalog.redhat.com/solutions/detail/75c96e34-ad5e-11ed-acba-325096b39f47">NVIDIA</a> and Red Hat offer customers a scalable platform that accelerates a diverse range of AI use cases with unparalleled flexibility.</p> </div> </div> </div> </div> </div> </div> </section> </div> </div> </div> </section> <section data-rh-theme="dark" class="dx-bg-gray-95 dx-pt-8 dx-pb-8" section-properties-enabled> <div class="dx-container dx-relative"> <div class="dx-row dx-justify-between dx-items-center "> <div class="dx-col-12 rhpb-region dx-flex" style="flex-direction:column">  <div class="rh-spacer--component" data-rh-vheight="x-large" data-rh-border=top > </div> </div> <div class="dx-col-12 md:dx-col-5 rhpb-region dx-flex" style="flex-direction:column">   <div class="rh-group--layout" > <div class="rh-group-body" data-rh-layout="stacked" >  <div class="rh-video-embed--component" data-rh-btn-color=dark data-rh-fill="fit" data-rh-align="left left-mobile" > <div 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of Red Hat Enterprise Linux, including popular AI libraries such as PyTorch and hardware optimized inference for NVIDIA, Intel, and AMD.</li><li>Enterprise-grade technical support and <a href="/en/about/open-source-assurance" data-entity-type="node" data-entity-uuid="91b43247-d94e-454b-a0ef-00244d221221" data-entity-substitution="canonical" title="Red Hat Open Source Assurance">Open Source Assurance</a> legal protections. </li></ul><p dir="ltr">Red Hat Enterprise Linux AI allows portability across hybrid cloud environments, and makes it possible to then scale your AI workflows with <a href="/en/technologies/cloud-computing/openshift/openshift-ai" data-entity-type="node" data-entity-uuid="8d62e61c-dff9-4824-9545-07674e07f533" data-entity-substitution="canonical" title="Red Hat OpenShift AI">Red Hat OpenShift® AI</a> and to advance to IBM watsonx.ai with additional capabilities for enterprise AI development, data management, and model governance.</p> </div> </div> <div class="rh-group-footer" >  <div class="rh-group--layout" > <div class="rh-group-body" data-rh-layout="min-stacked" >   <span class="rh-cta--component" data-rh-cta-type="secondary" > <a class="rh-cta-link" href="http://redhat.com/en/about/press-releases/red-hat-enterprise-linux-ai-now-generally-available-enterprise-ai-innovation-production" target="_self" data-analytics-linkType="cta" data-analytics-text="Read the press release" aria-describedby="rh-qzhvn" >Read the press release<span aria-hidden="true"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 36 36"> <path d="M31.58 18.24a.64.64 0 0 0-.14-.68l-9-9c-.56-.58-1.47.32-.88.88l7.93 7.94H5a.62.62 0 1 0 0 1.24h24.49l-7.93 7.94a.62.62 0 0 0 .88.88l9-9a.72.72 0 0 0 .14-.2Z"/> </svg> </span></a> </span> </div> </div> </div> </div> </div> </div> </div> </section> <section data-rh-theme="dark" class="dx-bg-gray-95 dx-pt-2 dx-pb-4" section-properties-enabled> <div class="dx-container dx-relative"> <div class="dx-row dx-justify-around 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But frequently, the <a href="/en/topics/ai/what-are-large-language-models" data-entity-type="node" data-entity-uuid="5f50e913-0331-4690-900e-01eb4ee9745f" data-entity-substitution="canonical" title="What are large language models?">LLMs</a> used for gen AI are tightly controlled, and cannot be evaluated or improved without specialized skills and high costs.<br><br>The future shouldn’t be in the hands of the few. With Red Hat Enterprise Linux AI and its open source approach, you can encourage gen AI innovation with trust and transparency, while lowering costs and removing barriers to entry.<br><br>You can even contribute directly to AI model development with InstructLab, a community-driven solution for enhancing LLM capabilities.</p> </div> </div> <div class="rh-group-footer" >  <div class="rh-group--layout" > <div class="rh-group-body" data-rh-layout="min-stacked" >   <span class="rh-cta--component" data-rh-cta-type="secondary" > <a class="rh-cta-link" href="https://github.com/instructlab?intcmp=7015Y0000048lt6QAA" target="_self" data-analytics-linkType="cta" data-analytics-text="Explore InstructLab on GitHub" data-analytics-category="Take control of LLMs with open source" aria-describedby="rh-1346y" >Explore InstructLab on GitHub<span aria-hidden="true"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 36 36"> <path d="M31.58 18.24a.64.64 0 0 0-.14-.68l-9-9c-.56-.58-1.47.32-.88.88l7.93 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data-rh-vheight="x-large" data-rh-border=top > </div> </div> <div class="dx-col-12 rhpb-region dx-flex" style="flex-direction:column">  <div class="rh-band-header--component" data-rh-align=center data-rh-theme="subtle" data-rh-margin=standard ><h2 class="rh-band-header-subsection-headline" >Features and benefits</h2><div class="rh-band-header-summary"><p><a href="https://docs.redhat.com/en/documentation/red_hat_enterprise_linux_ai">Get product documentation</a> | <a href="/en/resources/foundation-model-platform-gen-ai-datasheet" data-entity-type="node" data-entity-uuid="cc5f778a-4d23-42a3-80c5-63957612a885" data-entity-substitution="canonical" title="Foundation model platform for generative AI">Download the datasheet</a></p></div> </div> </div> <div class="dx-col-12 md:dx-col-6 rhpb-region dx-flex" style="flex-direction:column"> <section data-rh-theme="dark" section-properties-enabled> <div class="dx-container dx-relative"> <div class="dx-row dx-border-1 dx-rounded dx-border-white 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data-rh-align=left data-rh-size=small ><h2 class="rh-band-header-nested-section-headline" >LLMs for the enterprise</h2> </div>  <div class="rh-generic--component" data-rh-align="left" > <p>Tune smaller, purpose-built models with your own data.</p> </div> </div> </div> </div> <div class="dx-col-12 rhpb-region dx-flex" style="flex-direction:column"> </div> </div> </div> </section> </div> <div class="dx-col-12 md:dx-col-6 rhpb-region dx-flex" style="flex-direction:column"> <section data-rh-theme="dark" section-properties-enabled> <div class="dx-container dx-relative"> <div class="dx-row dx-border-1 dx-rounded dx-border-white dx-justify-around match-region-heights "> <div class="dx-col-12 rhpb-region dx-flex" style="flex-direction:column"> </div> <div class="dx-col-12 md:dx-col-3 rhpb-region dx-flex" style="flex-direction:column">   <div class="rh-group--layout" > <div class="rh-group-body" data-rh-layout="stacked" >  <div class="rh-image-embed--component" data-rh-align="center 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InstructLab?">InstructLab</a> makes it possible to simplify generative AI model experimentation and alignment tuning.</p> </div> </div> </div> </div> <div class="dx-col-12 rhpb-region dx-flex" style="flex-direction:column"> </div> </div> </div> </section> </div> <div class="dx-col-12 md:dx-col-6 rhpb-region dx-flex" style="flex-direction:column"> <section data-rh-theme="dark" section-properties-enabled> <div class="dx-container dx-relative"> <div class="dx-row dx-border-1 dx-rounded dx-border-white dx-justify-around match-region-heights "> <div class="dx-col-12 rhpb-region dx-flex" style="flex-direction:column"> </div> <div class="dx-col-12 md:dx-col-3 rhpb-region dx-flex" style="flex-direction:column">   <div class="rh-group--layout" > <div class="rh-group-body" data-rh-layout="stacked" >  <div class="rh-image-embed--component" data-rh-align="center left-mobile" > <div class="rh-image-embed-container"> <div class="rh-image-embed-span" > <img class="rh-image-embed-img" src="/rhdc/managed-files/Simplify-icon.svg" alt="Icon illustration of a diagram signifying simplify" height="65" width="65" loading="lazy" > </div> </div> </div> </div> </div> </div> <div class="dx-col-12 md:dx-col-9 rhpb-region dx-flex" style="flex-direction:column">   <div class="rh-group--layout" data-rh-layout="stacked" > <div class="rh-group-body" data-rh-layout="min-stacked" >  <div class="rh-band-header--hash-offset" data-rh-hash="true"id="cloud-native-scalability"></div><div class="rh-band-header--component" data-rh-align=left data-rh-size=small ><h2 class="rh-band-header-nested-section-headline" >Cloud-native scalability</h2> </div>  <div class="rh-generic--component" data-rh-align="left" > <p>Red Hat Enterprise Linux <a href="/en/technologies/linux-platforms/enterprise-linux/image-mode" data-entity-type="node" data-entity-uuid="0144d14f-4917-41c7-97d1-49b26b4bd6c6" data-entity-substitution="canonical" title="Image mode for Red Hat Enterprise Linux">image mode</a> lets you manage your AI platform as a container image, streamlining your approach to scaling.</p> </div> </div> </div> </div> <div class="dx-col-12 rhpb-region dx-flex" style="flex-direction:column"> </div> </div> </div> </section> </div> <div class="dx-col-12 md:dx-col-6 rhpb-region dx-flex" style="flex-direction:column"> <section data-rh-theme="dark" section-properties-enabled> <div class="dx-container dx-relative"> <div class="dx-row dx-border-1 dx-rounded dx-border-white dx-justify-around match-region-heights "> <div class="dx-col-12 rhpb-region dx-flex" style="flex-direction:column"> </div> <div class="dx-col-12 md:dx-col-3 rhpb-region dx-flex" style="flex-direction:column">   <div class="rh-group--layout" > <div class="rh-group-body" data-rh-layout="stacked" >  <div class="rh-image-embed--component" data-rh-align="center left-mobile" > <div class="rh-image-embed-container"> <div class="rh-image-embed-span" > <img class="rh-image-embed-img" src="/rhdc/managed-files/Toolbox-icon.svg" alt="Icon illustration of a toolbox" height="65" width="65" loading="lazy" > </div> </div> </div> </div> </div> </div> <div class="dx-col-12 md:dx-col-9 rhpb-region dx-flex" style="flex-direction:column">   <div class="rh-group--layout" data-rh-layout="stacked" > <div class="rh-group-body" data-rh-layout="min-stacked" >  <div class="rh-band-header--hash-offset" data-rh-hash="true"id="acceleration-and-ai-tooling"></div><div class="rh-band-header--component" data-rh-align=left data-rh-size=small ><h2 class="rh-band-header-nested-section-headline" >Acceleration and AI tooling</h2> </div>  <div class="rh-generic--component" data-rh-align="left" > <p>Open source hardware accelerators, plus the optimized <a href="/en/topics/ai/what-is-deep-learning" data-entity-type="node" data-entity-uuid="2e1b349d-bd3d-42bb-9ad9-d289f3a644fc" data-entity-substitution="canonical" title="What is deep learning?">deep learning</a> features of PyTorch, support faster results.</p> </div> </div> </div> </div> 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data-rh-layout="card-gallery" >   <div class="rh-group--layout" data-rh-layout="stacked" > <div class="rh-group-body" data-rh-layout="min-stacked" >  <div class="rh-generic--component" data-rh-align="left" > <p dir="ltr">Red Hat® Enterprise Linux® AI is a foundation model platform to develop, test, and run <a href="/en/topics/ai/what-are-large-language-models" data-entity-type="node" data-entity-uuid="1d1a6541-b13c-4fdc-af00-6e5aa1f715c3" data-entity-substitution="canonical" title="What are large language models?">large language models (LLMs)</a> for enterprise applications.</p><p dir="ltr">Red Hat Enterprise Linux is a commercial open source Linux distribution developed by Red Hat for the commercial market that provides a flexible and stable foundation to support hybrid cloud innovation.</p><p>Red Hat Enterprise Linux AI is delivered as a<a href="/en/technologies/linux-platforms/enterprise-linux/image-mode" data-entity-type="node" data-entity-uuid="0144d14f-4917-41c7-97d1-49b26b4bd6c6" data-entity-substitution="canonical" title="Image mode for Red Hat Enterprise Linux"> Red Hat Enterprise Linux bootable image</a> that includes AI libraries, <a href="/en/topics/ai/what-are-granite-models">Granite 3.0 models</a>, and <a href="/en/topics/ai/what-is-instructlab" data-entity-type="node" data-entity-uuid="e429d0a5-29c7-4d40-b8b7-a486364dc3eb" data-entity-substitution="canonical" title="What is InstructLab?">InstructLab</a> tooling.</p> </div> </div> </div> </div>   <h4 pfe-content-set--header class="rh-content-set-group--header" id="do-i-need-to-buy-red-hat-enterprise-linux-to-use-red-hat-enterprise-linux-ai?">Do I need to buy Red Hat Enterprise Linux to use Red Hat Enterprise Linux AI?</h4> <div pfe-content-set--panel class="rh-content-set-group--panel" data-rh-layout="card-gallery" >   <div class="rh-group--layout" data-rh-layout="stacked" > <div class="rh-group-body" data-rh-layout="min-stacked" >  <div 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pfe-content-set--panel class="rh-content-set-group--panel" data-rh-layout="card-gallery" >   <div class="rh-group--layout" data-rh-layout="stacked" > <div class="rh-group-body" data-rh-layout="min-stacked" >  <div class="rh-generic--component" data-rh-align="left" > <p dir="ltr">Red Hat Enterprise Linux AI includes a <a href="/en/technologies/linux-platforms/enterprise-linux/image-mode" data-entity-type="node" data-entity-uuid="0144d14f-4917-41c7-97d1-49b26b4bd6c6" data-entity-substitution="canonical" title="Image mode for Red Hat Enterprise Linux">bootable image</a> of a Red Hat Enterprise Linux container image that includes:</p><ul><li dir="ltr" aria-level="1"><a href="/en/topics/ai/what-is-instructlab" data-entity-type="node" data-entity-uuid="e429d0a5-29c7-4d40-b8b7-a486364dc3eb" data-entity-substitution="canonical" title="What is InstructLab?">InstructLab</a> model alignment tools.</li><li dir="ltr" aria-level="1">Open source-licensed <a href="/en/topics/ai/what-are-granite-models">Granite models</a>.</li><li dir="ltr" aria-level="1">Pytorch and runtime libraries.</li><li dir="ltr" aria-level="1">Drivers for accelerators (NVIDIA, Intel, AMD).</li></ul> </div> </div> </div> </div>   <h4 pfe-content-set--header class="rh-content-set-group--header" id="what’s-the-difference-between-red-hat-enterprise-linux-ai-and-red-hat-openshift-ai?">What’s the difference between Red Hat Enterprise Linux AI and Red Hat OpenShift AI?</h4> <div pfe-content-set--panel class="rh-content-set-group--panel" data-rh-layout="card-gallery" >   <div class="rh-group--layout" data-rh-layout="stacked" > <div class="rh-group-body" data-rh-layout="min-stacked" >  <div class="rh-generic--component" data-rh-align="left" > <p dir="ltr">Red Hat Enterprise Linux AI provides out-of-the-box large language models and code language models in a single server for both development and inference along with the tools needed to customize them with customer data. Fully covered by the <a href="/en/about/open-source-assurance" data-entity-type="node" data-entity-uuid="91b43247-d94e-454b-a0ef-00244d221221" data-entity-substitution="canonical" title="Red Hat Open Source Assurance">Open Source Assurance</a> framework, this simplified approach to <a href="/en/topics/ai/what-is-generative-ai" data-entity-type="node" data-entity-uuid="21de5bf4-e8f1-47f3-a366-7c033dd73c17" data-entity-substitution="canonical" title="What is generative AI?">generative AI</a> is designed to reduce risk and improve accessibility for developers and domain experts who may lack the data science expertise to tune models.</p><p dir="ltr">Red Hat OpenShift® AI provides all of the tools needed to help customers build AI-enabled applications at scale. Red Hat OpenShift AI offers a comprehensive, integrated <a href="/en/topics/ai/what-is-mlops" data-entity-type="node" data-entity-uuid="bdab2184-1296-4178-a1e5-3ff456c824ac" data-entity-substitution="canonical" title="What is MLOps?">MLOps</a> platform to help manage the lifecycle of models, ensuring support for distributed compute, collaboration workflows, monitoring, and hybrid-cloud applications.</p><p dir="ltr">Red Hat OpenShift AI includes access to Red Hat Enterprise Linux AI, so teams can use the same models and alignment tools in their OpenShift AI architecture as well as benefit from additional enterprise MLOps capabilities.</p> </div> </div> </div> </div>   <h4 pfe-content-set--header class="rh-content-set-group--header" id="how-is-red-hat-enterprise-linux-ai-priced?">How is Red Hat Enterprise Linux AI priced?</h4> <div pfe-content-set--panel class="rh-content-set-group--panel" data-rh-layout="card-gallery" >   <div class="rh-group--layout" data-rh-layout="stacked" > <div 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