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" title="Blog_Hub_Hero" loading="lazy"> </div><style> .bg-teal{ background-color: #9AD8D8; } .m-graphic{ right: 0; } .dx-card-footer.m-graphic-footer{ min-height: 166px; @media (min-width: 570px) and (max-width: 768px){ min-height: 250px; } @media (min-width: 769px){ min-height: 150px; } } .blog-BG-image { position: absolute; margin-left: -350px; top: 20px; height: 100%; width: 450px; z-index: -1000 } @media screen and (max-width: 767px) { .blog-BG-image { display: none; } } .ck-editor__editable { position: relative } </style> </div> </div> </div> <!-- Pattern | raw_html --> <h2 style="display:none">Hero feature cards</h2> <div class="rhdc-dynamic-card--emphasis" data-rhdc-emphasis="blue"> <!-- Group layout --> <div class="rh-group--layout" > <div class="rh-group-header" > <!-- Component | Card_header --> <div class="rh-card-header--component" data-rh-align="left" data-rhdc-dynamic-card-header=md ><p class="rh-card-header-title-small"><a class="rh-card-header-link" href="/en/blog/future-ai-open-source" data-analytics-linktype="cta" data-analytics-text="AI: Red Hat's vision for an open source future" data-analytics-category="Dynamic pattern by title">Blog Post</a></p><h3 class="rh-card-header-headline" ><a class="rh-card-header-link" href="/en/blog/future-ai-open-source" data-analytics-linktype="cta" data-analytics-text="AI: Red Hat's vision for an open source future" data-analytics-category="Dynamic pattern by title">AI: Red Hat's vision for an open source future</a></h3></div> </div> <div class="rh-group-body" > <div class="rh-raw" > <p class="rhdc-dynamic-card--date-author">November 12, 2024 | <a href=/en/authors/matt-hicks>Matt Hicks</a></p> </div> <!-- Component | Generic --> <div class="rh-generic--component" > <p>At Red Hat, we believe open unlocks the world’s potential. Our mission with Neural Magic will be to accelerate that unlocking with AI. ...</p> </div> </div> </div> </div> </div> <div class="dx-col-12 md:dx-col-3 rhpb-region dx-flex" style="flex-direction:column"> <div class="rhdc-dynamic-card--with-image"> <!-- Subpattern | image_box --> <!-- Group layout --> <div class="rh-group--layout" data-rh-layout="stacked" > <div class="rh-group-body" data-rh-layout="stacked" > <!-- Component | Image_embed --> <div class="rh-image-embed--component" data-rh-align="full" > <div class="rh-image-embed-container"> <img class="rhdc-image-responsive" loading="lazy" srcset="/rhdc/managed-files/styles/2x1_360/private/Logo-Red_Hat-Neural%20Magic-B-Standard-RGB-768x325.png.webp?itok=INc0Y4-B 360w, /rhdc/managed-files/styles/2x1_480/private/Logo-Red_Hat-Neural%20Magic-B-Standard-RGB-768x325.png.webp?itok=qYGJWg31 480w, /rhdc/managed-files/styles/2x1_740/private/Logo-Red_Hat-Neural%20Magic-B-Standard-RGB-768x325.png.webp?itok=TMx98VQU 740w" sizes="(min-width: 768px) 360px, 98vw" width="740" height="370" src="/rhdc/managed-files/styles/2x1_360/private/Logo-Red_Hat-Neural%20Magic-B-Standard-RGB-768x325.png.webp?itok=INc0Y4-B" alt="" /> </div> </div> </div> </div> <!-- Component | Card_header --> <div class="rh-card-header--component" data-rh-align="left" data-rhdc-dynamic-card-header=image ><p class="rh-card-header-title-small"><a class="rh-card-header-link" href="/en/blog/red-hat-acquire-neural-magic-FAQ" data-analytics-linktype="cta" data-analytics-text="FAQ: Red Hat to acquire Neural Magic" data-analytics-category="Dynamic pattern by title">Blog Post</a></p><h3 class="rh-card-header-headline" ><a class="rh-card-header-link" href="/en/blog/red-hat-acquire-neural-magic-FAQ" data-analytics-linktype="cta" data-analytics-text="FAQ: Red Hat to acquire Neural Magic" data-analytics-category="Dynamic pattern by title">FAQ: Red Hat to acquire Neural Magic</a></h3></div> <!-- Group layout --> </div> <!-- Component | spacer --> <div class="rh-spacer--component" data-rh-vheight="x-large" > </div> <div class="rhdc-dynamic-card--with-image"> <!-- Subpattern | image_box --> <!-- Group layout --> <div class="rh-group--layout" data-rh-layout="stacked" > <div class="rh-group-body" data-rh-layout="stacked" > <!-- Component | Image_embed --> <div class="rh-image-embed--component" data-rh-align="full" > <div class="rh-image-embed-container"> <img class="rhdc-image-responsive" loading="lazy" srcset="/rhdc/managed-files/styles/2x1_360/private/rh-blog-show-artwork-technically-speaking_0.png.webp?itok=QRdu9u-2 360w, /rhdc/managed-files/styles/2x1_480/private/rh-blog-show-artwork-technically-speaking_0.png.webp?itok=vYgOhH2u 480w, /rhdc/managed-files/styles/2x1_740/private/rh-blog-show-artwork-technically-speaking_0.png.webp?itok=XPRXQdat 740w" sizes="(min-width: 768px) 360px, 98vw" width="740" height="370" src="/rhdc/managed-files/styles/2x1_360/private/rh-blog-show-artwork-technically-speaking_0.png.webp?itok=QRdu9u-2" alt="" /> </div> </div> </div> </div> <!-- Component | Card_header --> <div class="rh-card-header--component" data-rh-align="left" data-rhdc-dynamic-card-header=image ><p class="rh-card-header-title-small"><a class="rh-card-header-link" href="/en/technically-speaking/open-source-helps-AI" data-analytics-linktype="cta" data-analytics-text="Technically Speaking | How open source helps AI transparency" data-analytics-category="Dynamic pattern by title">Original Shows</a></p><h3 class="rh-card-header-headline" ><a class="rh-card-header-link" href="/en/technically-speaking/open-source-helps-AI" data-analytics-linktype="cta" data-analytics-text="Technically Speaking | How open source helps AI transparency" data-analytics-category="Dynamic pattern by title">Technically Speaking | How open source helps AI transparency</a></h3></div> <!-- Group layout --> <div class="rh-group--layout" > <div class="rh-group-footer" data-rh-layout="flex-tags" > <div class="rh-raw" data-rhdc-topic-tag=AI/ML> <rh-tag color="gray"><a href=/en/blog/?f[0]=taxonomy_topic_tid:75501#rhdc-search-listing>AI/ML</a></rh-tag> </div> </div> </div> </div> </div> </div> </div> </section> <section class="dx-pt-8 dx-pb-8" section-properties-enabled> <div class="dx-container dx-relative"> <div class="dx-row "> <div class="dx-col-12 md:dx-col-3 rhpb-region dx-flex" style="flex-direction:column"> <!-- Component | Band_header --> <div class="rh-band-header--component" data-rh-align=left data-rh-margin=standard ><h2 class="rh-band-header-title">Latest posts</h2> </div> <!-- Component | spacer --> <div class="rh-spacer--component" data-rh-vheight="x-large" > </div> <div class="rhb-block__body"><section section-properties-enabled><div class="dx-container dx-px-0"><div class=rhdc-flex--column><div class="rhdc-dynamic-card--stacked"><!-- Component | Article_teaser --><div class="rh-article-teaser--component"><h3 class="rh-article-teaser-headline"><a href="/en/blog/friday-five-november-29-2024-red-hat" data-analytics-linktype="cta" data-analytics-text="Friday Five — November 29, 2024 | Red Hat" data-analytics-category="Dynamic pattern list by recency|Friday Five — November 29, 2024 | Red Hat">Friday Five — November 29, 2024 | Red Hat</a></h3><div class="rh-article-teaser-meta"><span class="rh-article-teaser-date">November 29, 2024<span class="rh-article-teaser-pipe"></span></span><span class="rh-article-teaser-author"><a href="/en/authors/red-hat-corporate-communications" title="See more by Red Hat Corporate Communications">Red Hat Corporate Communications</a></span></div><div class="rh-article-teaser-summary">The Friday Five is a weekly Red Hat blog post with 5 of the week's top news items and ideas from or about Red Hat and the technology industry…<a class="rh-article-teaser-summary-link" href="/en/blog/friday-five-november-29-2024-red-hat">read full post</a></div></div><div style="width: 100%;"><!-- Component | spacer --><div class="rh-spacer--component" data-rh-vheight="large" data-rh-border=bottom ></div></div></div><div class="rhdc-dynamic-card--stacked"><!-- Component | Article_teaser --><div class="rh-article-teaser--component"><h3 class="rh-article-teaser-headline"><a href="/en/blog/shaping-future-open-source-innovation" data-analytics-linktype="cta" data-analytics-text="Shaping the future with open source innovation" data-analytics-category="Dynamic pattern list by recency|Shaping the future with open source innovation">Shaping the future with open source innovation</a></h3><div class="rh-article-teaser-meta"><span class="rh-article-teaser-date">November 28, 2024<span class="rh-article-teaser-pipe"></span></span><span class="rh-article-teaser-author"><a href="/en/authors/hans-roth" title="See more by Hans Roth">Hans Roth</a></span></div><div class="rh-article-teaser-summary">Open source is shaping the future of enterprise technology. Discover how innovation, community, and collaboration are driving growth in the digital era, proving that open source is more than a technical advantage—it’s a business imperative…<a class="rh-article-teaser-summary-link" href="/en/blog/shaping-future-open-source-innovation">read full post</a></div></div><div style="width: 100%;"><!-- Component | spacer --><div class="rh-spacer--component" data-rh-vheight="large" data-rh-border=bottom ></div></div></div><div class="rhdc-dynamic-card--stacked"><!-- Component | Article_teaser --><div class="rh-article-teaser--component"><h3 class="rh-article-teaser-headline"><a href="/en/blog/instructlab-tutorial-installing-and-fine-tuning-your-first-ai-model-part-2" data-analytics-linktype="cta" data-analytics-text="InstructLab tutorial: Installing and fine-tuning your first AI model (part 2)" data-analytics-category="Dynamic pattern list by recency|InstructLab tutorial: Installing and fine-tuning your first AI model (part 2)">InstructLab tutorial: Installing and fine-tuning your first AI model (part 2)</a></h3><div class="rh-article-teaser-meta"><span class="rh-article-teaser-date">November 26, 2024<span class="rh-article-teaser-pipe"></span></span><span class="rh-article-teaser-author"><a href="/en/authors/rodrigo-freire" title="See more by Rodrigo Freire">Rodrigo Freire</a></span></div><div class="rh-article-teaser-summary">In the first part of this article, you learned some key concepts, tested InstructLab and successfully chatted with the out-of-the-box model. In this article, I'll show you how to infuse your knowledge into the model, using a sample dataset to train it using some Brazilian soccer teams data…<a class="rh-article-teaser-summary-link" href="/en/blog/instructlab-tutorial-installing-and-fine-tuning-your-first-ai-model-part-2">read full post</a></div></div><div style="width: 100%;"><!-- Component | spacer --><div class="rh-spacer--component" data-rh-vheight="large" data-rh-border=bottom ></div></div></div><div class="rhdc-dynamic-card--stacked"><!-- Component | Article_teaser --><div class="rh-article-teaser--component"><h3 class="rh-article-teaser-headline"><a href="/en/blog/doing-more-less-llm-quantization-part-2" data-analytics-linktype="cta" data-analytics-text="Doing more with less: LLM quantization (part 2)" data-analytics-category="Dynamic pattern list by recency|Doing more with less: LLM quantization (part 2)">Doing more with less: LLM quantization (part 2)</a></h3><div class="rh-article-teaser-meta"><span class="rh-article-teaser-date">November 22, 2024<span class="rh-article-teaser-pipe"></span></span><span class="rh-article-teaser-author"><a href="/en/authors/ishu-verma" title="See more by Ishu Verma">Ishu Verma</a></span></div><div class="rh-article-teaser-summary">What if you could get similar results from your large language model (LLM) with 75% less GPU memory? In my previous article…<a class="rh-article-teaser-summary-link" href="/en/blog/doing-more-less-llm-quantization-part-2">read full post</a></div></div><div style="width: 100%;"><!-- Component | spacer --><div class="rh-spacer--component" data-rh-vheight="large" data-rh-border=bottom ></div></div></div><div class="rhdc-dynamic-card--stacked"><!-- Component | Article_teaser --><div class="rh-article-teaser--component"><h3 class="rh-article-teaser-headline"><a href="/en/blog/friday-five-november-22-2024" data-analytics-linktype="cta" data-analytics-text="Friday Five — November 22, 2024" data-analytics-category="Dynamic pattern list by recency|Friday Five — November 22, 2024">Friday Five — November 22, 2024</a></h3><div class="rh-article-teaser-meta"><span class="rh-article-teaser-date">November 22, 2024<span class="rh-article-teaser-pipe"></span></span><span class="rh-article-teaser-author"><a href="/en/authors/red-hat-corporate-communications" title="See more by Red Hat Corporate Communications">Red Hat Corporate Communications</a></span></div><div class="rh-article-teaser-summary">The Friday Five is a weekly Red Hat blog post with 5 of the week's top news items and ideas from or about Red Hat and the technology industry…<a class="rh-article-teaser-summary-link" href="/en/blog/friday-five-november-22-2024">read full post</a></div></div></div></div></div></section></div> </div> <div class="dx-col-12 md:dx-col-9 rhpb-region dx-flex" style="flex-direction:column"> <!-- Component | Band_header --> <div class="rh-band-header--component" data-rh-align=left data-rh-theme="subtle" data-rh-margin=standard ><h2 class="rh-band-header-subsection-headline" >Featured posts on AI/ML</h2> </div> <!-- Component | spacer --> <div class="rh-spacer--component" data-rh-vheight="medium" > </div> <!-- Component | spacer --> <div class="rh-spacer--component" data-rh-vheight="x-large" data-rh-border=top > </div> <section> <div class="dx-container dx-relative"> <div class="dx-row match-region-heights "> <div class="dx-col-12 md:dx-col-6 rhpb-region dx-flex" style="flex-direction:column"> <div class="rhdc-dynamic-card--emphasis" data-rhdc-emphasis="green"> <!-- Group layout --> <div class="rh-group--layout" > <div class="rh-group-header" > <!-- Component | Card_header --> <div class="rh-card-header--component" data-rh-align="left" data-rhdc-dynamic-card-header=xl ><p class="rh-card-header-title-small"><a class="rh-card-header-link" href="/en/blog/instructlab-tutorial-installing-and-fine-tuning-your-first-ai-model-part-2" data-analytics-linktype="cta" data-analytics-text="InstructLab tutorial: Installing and fine-tuning your first AI model (part 2)" data-analytics-category="Dynamic pattern for blogs|InstructLab tutorial: Installing and fine-tuning your first AI model (part 2)">Blog post</a></p><h3 class="rh-card-header-headline" ><a class="rh-card-header-link" href="/en/blog/instructlab-tutorial-installing-and-fine-tuning-your-first-ai-model-part-2" data-analytics-linktype="cta" data-analytics-text="InstructLab tutorial: Installing and fine-tuning your first AI model (part 2)" data-analytics-category="Dynamic pattern for blogs|InstructLab tutorial: Installing and fine-tuning your first AI model (part 2)">InstructLab tutorial: Installing and fine-tuning your first AI model (part 2)</a></h3></div> </div> <div class="rh-group-body" > <div class="rh-raw" > <p class="rhdc-dynamic-card--date-author"> November 26, 2024 | <a href="/en/authors/rodrigo-freire">Rodrigo Freire</a> </p> </div> </div> <div class="rh-group-footer" data-rh-layout="flex-tags" > <div class="rh-raw" data-rhdc-topic-tag=AI/ML> <rh-tag color="gray"><a href="/en/blog/?f[0]=taxonomy_topic_tid:75501#rhdc-search-listing">AI/ML</a></rh-tag> </div> </div> </div> </div> </div> <div class="dx-col-12 md:dx-col-6 rhpb-region dx-flex" style="flex-direction:column"> <div class="rhdc-dynamic-card--with-image"> <!-- Subpattern | image_box --> <!-- Group layout --> <div class="rh-group--layout" data-rh-layout="stacked" > <div class="rh-group-body" data-rh-layout="stacked" > <!-- Component | Image_embed --> <div class="rh-image-embed--component" data-rh-align="full" > <div class="rh-image-embed-container"> <img class="rhdc-image-responsive" loading="lazy" srcset="/rhdc/managed-files/styles/2x1_360/private/blog-thumbnail-AI-ML-pattern-pink.png.webp?itok=EXub62r9 360w, /rhdc/managed-files/styles/2x1_480/private/blog-thumbnail-AI-ML-pattern-pink.png.webp?itok=USiSSffr 480w, /rhdc/managed-files/styles/2x1_740/private/blog-thumbnail-AI-ML-pattern-pink.png.webp?itok=SfajKJSM 740w" sizes="(min-width: 768px) 360px, 98vw" width="740" height="370" src="/rhdc/managed-files/styles/2x1_360/private/blog-thumbnail-AI-ML-pattern-pink.png.webp?itok=EXub62r9" alt="" /> </div> </div> </div> </div> <!-- Component | Card_header --> <div class="rh-card-header--component" data-rh-align="left" data-rhdc-dynamic-card-header=image ><p class="rh-card-header-title-small"><a class="rh-card-header-link" href="/en/blog/doing-more-less-llm-quantization-part-2" data-analytics-linktype="cta" data-analytics-text="Doing more with less: LLM quantization (part 2)" data-analytics-category="Dynamic pattern for blogs|Doing more with less: LLM quantization (part 2)">Blog post</a></p><h3 class="rh-card-header-headline" ><a class="rh-card-header-link" href="/en/blog/doing-more-less-llm-quantization-part-2" data-analytics-linktype="cta" data-analytics-text="Doing more with less: LLM quantization (part 2)" data-analytics-category="Dynamic pattern for blogs|Doing more with less: LLM quantization (part 2)">Doing more with less: LLM quantization (part 2)</a></h3></div> <!-- Group layout --> <div class="rh-group--layout" > <div class="rh-group-body" > <div class="rh-raw" > <p class="rhdc-dynamic-card--date-author"> November 22, 2024 | <a href="/en/authors/ishu-verma">Ishu Verma</a> </p> </div> </div> <div class="rh-group-footer" data-rh-layout="flex-tags" > <div class="rh-raw" data-rhdc-topic-tag=AI/ML> <rh-tag color="gray"><a href="/en/blog/?f[0]=taxonomy_topic_tid:75501#rhdc-search-listing">AI/ML</a></rh-tag> </div> </div> </div> </div> </div> <div class="dx-col-12 md:dx-col-6 rhpb-region dx-flex" style="flex-direction:column"> <div class="rhdc-dynamic-card--with-image"> <!-- Subpattern | image_box --> <!-- Group layout --> <div class="rh-group--layout" data-rh-layout="stacked" > <div class="rh-group-body" data-rh-layout="stacked" > <!-- Component | Image_embed --> <div class="rh-image-embed--component" data-rh-align="full" > <div class="rh-image-embed-container"> <img class="rhdc-image-responsive" loading="lazy" srcset="/rhdc/managed-files/styles/2x1_360/private/blog-thumbnail-AI-ML-illoA-teal.png.webp?itok=Vsey65xN 360w, /rhdc/managed-files/styles/2x1_480/private/blog-thumbnail-AI-ML-illoA-teal.png.webp?itok=MQmw7omC 480w, /rhdc/managed-files/styles/2x1_740/private/blog-thumbnail-AI-ML-illoA-teal.png.webp?itok=bNSXfRFK 740w" sizes="(min-width: 768px) 360px, 98vw" width="740" height="370" src="/rhdc/managed-files/styles/2x1_360/private/blog-thumbnail-AI-ML-illoA-teal.png.webp?itok=Vsey65xN" alt="" /> </div> </div> </div> </div> <!-- Component | Card_header --> <div class="rh-card-header--component" data-rh-align="left" data-rhdc-dynamic-card-header=image ><p class="rh-card-header-title-small"><a class="rh-card-header-link" href="/en/blog/instructlab-tutorial-installing-and-fine-tuning-your-first-ai-model-part-1" data-analytics-linktype="cta" data-analytics-text="InstructLab tutorial: Installing and fine-tuning your first AI model (part 1)" data-analytics-category="Dynamic pattern for blogs|InstructLab tutorial: Installing and fine-tuning your first AI model (part 1)">Blog post</a></p><h3 class="rh-card-header-headline" ><a class="rh-card-header-link" href="/en/blog/instructlab-tutorial-installing-and-fine-tuning-your-first-ai-model-part-1" data-analytics-linktype="cta" data-analytics-text="InstructLab tutorial: Installing and fine-tuning your first AI model (part 1)" data-analytics-category="Dynamic pattern for blogs|InstructLab tutorial: Installing and fine-tuning your first AI model (part 1)">InstructLab tutorial: Installing and fine-tuning your first AI model (part 1)</a></h3></div> <!-- Group layout --> <div class="rh-group--layout" > <div class="rh-group-body" > <div class="rh-raw" > <p class="rhdc-dynamic-card--date-author"> November 21, 2024 | <a href="/en/authors/rodrigo-freire">Rodrigo Freire</a> </p> </div> </div> <div class="rh-group-footer" data-rh-layout="flex-tags" > <div class="rh-raw" data-rhdc-topic-tag=AI/ML> <rh-tag color="gray"><a href="/en/blog/?f[0]=taxonomy_topic_tid:75501#rhdc-search-listing">AI/ML</a></rh-tag> </div> </div> </div> </div> <!-- Component | spacer --> <div class="rh-spacer--component" data-rh-vheight="x-large" > </div> <div class="rhdc-dynamic-card--with-image"> <!-- Subpattern | image_box --> <!-- Group layout --> <div class="rh-group--layout" data-rh-layout="stacked" > <div class="rh-group-body" data-rh-layout="stacked" > <!-- Component | Image_embed --> <div class="rh-image-embed--component" data-rh-align="full" > <div class="rh-image-embed-container"> <img class="rhdc-image-responsive" loading="lazy" srcset="/rhdc/managed-files/styles/2x1_360/private/blog-thumbnail-AI-ML-illoA-teal.png.webp?itok=Vsey65xN 360w, /rhdc/managed-files/styles/2x1_480/private/blog-thumbnail-AI-ML-illoA-teal.png.webp?itok=MQmw7omC 480w, /rhdc/managed-files/styles/2x1_740/private/blog-thumbnail-AI-ML-illoA-teal.png.webp?itok=bNSXfRFK 740w" sizes="(min-width: 768px) 360px, 98vw" width="740" height="370" src="/rhdc/managed-files/styles/2x1_360/private/blog-thumbnail-AI-ML-illoA-teal.png.webp?itok=Vsey65xN" alt="" /> </div> </div> </div> </div> <!-- Component | Card_header --> <div class="rh-card-header--component" data-rh-align="left" data-rhdc-dynamic-card-header=image ><p class="rh-card-header-title-small"><a class="rh-card-header-link" href="/en/blog/llm-and-llm-system-risks-and-safeguards" data-analytics-linktype="cta" data-analytics-text="Security of LLMs and LLM systems: Key risks and safeguards" data-analytics-category="Dynamic pattern for blogs|Security of LLMs and LLM systems: Key risks and safeguards">Blog post</a></p><h3 class="rh-card-header-headline" ><a class="rh-card-header-link" href="/en/blog/llm-and-llm-system-risks-and-safeguards" data-analytics-linktype="cta" data-analytics-text="Security of LLMs and LLM systems: Key risks and safeguards" data-analytics-category="Dynamic pattern for blogs|Security of LLMs and LLM systems: Key risks and safeguards">Security of LLMs and LLM systems: Key risks and safeguards</a></h3></div> <!-- Group layout --> <div class="rh-group--layout" > <div class="rh-group-body" > <div class="rh-raw" > <p class="rhdc-dynamic-card--date-author"> November 18, 2024 | <a href="/en/authors/florencio-cano-gabarda">Florencio Cano Gabarda</a> </p> </div> </div> <div class="rh-group-footer" data-rh-layout="flex-tags" > <div class="rh-raw" data-rhdc-topic-tag=AI/ML> <rh-tag color="gray"><a href="/en/blog/?f[0]=taxonomy_topic_tid:75501#rhdc-search-listing">AI/ML</a></rh-tag> </div> <div class="rh-raw" data-rhdc-topic-tag=Security> <rh-tag color="gray"><a href="/en/blog/?f[0]=taxonomy_topic_tid:4491#rhdc-search-listing">Security</a></rh-tag> </div> <div class="rh-raw" data-rhdc-topic-tag=Security automation> <rh-tag color="gray"><a href="/en/blog/?f[0]=taxonomy_topic_tid:107291#rhdc-search-listing">Security automation</a></rh-tag> </div> </div> </div> </div> </div> <div class="dx-col-12 md:dx-col-6 rhpb-region dx-flex" style="flex-direction:column"> <div class="rhdc-dynamic-card--emphasis" data-rhdc-emphasis="red"> <!-- Group layout --> <div class="rh-group--layout" > <div class="rh-group-header" > <!-- Component | Card_header --> <div class="rh-card-header--component" data-rh-align="left" data-rhdc-dynamic-card-header=xl ><p class="rh-card-header-title-small"><a class="rh-card-header-link" href="/en/blog/docling-missing-document-processing-companion-generative-ai" data-analytics-linktype="cta" data-analytics-text="Docling: The missing document processing companion for generative AI " data-analytics-category="Dynamic pattern for blogs|Docling: The missing document processing companion for generative AI ">Blog post</a></p><h3 class="rh-card-header-headline" ><a class="rh-card-header-link" href="/en/blog/docling-missing-document-processing-companion-generative-ai" data-analytics-linktype="cta" data-analytics-text="Docling: The missing document processing companion for generative AI " data-analytics-category="Dynamic pattern for blogs|Docling: The missing document processing companion for generative AI ">Docling: The missing document processing companion for generative AI </a></h3></div> </div> <div class="rh-group-body" > <div class="rh-raw" > <p class="rhdc-dynamic-card--date-author"> November 13, 2024 | <a href="/en/authors/william-caban">William Caban</a> </p> </div> </div> <div class="rh-group-footer" data-rh-layout="flex-tags" > <div class="rh-raw" data-rhdc-topic-tag=AI/ML> <rh-tag color="gray"><a href="/en/blog/?f[0]=taxonomy_topic_tid:75501#rhdc-search-listing">AI/ML</a></rh-tag> </div> <div class="rh-raw" data-rhdc-topic-tag=Open source> <rh-tag color="gray"><a href="/en/blog/?f[0]=taxonomy_topic_tid:17391#rhdc-search-listing">Open source</a></rh-tag> </div> <div class="rh-raw" data-rhdc-topic-tag=Open source communities> <rh-tag color="gray"><a href="/en/blog/?f[0]=taxonomy_topic_tid:27071#rhdc-search-listing">Open source communities</a></rh-tag> </div> </div> </div> </div> </div> <div class="dx-col-12 md:dx-col-6 rhpb-region dx-flex" style="flex-direction:column"> <div class="rhdc-dynamic-card--emphasis" data-rhdc-emphasis="green"> <!-- Group layout --> <div class="rh-group--layout" > <div class="rh-group-header" > <!-- Component | Card_header --> <div class="rh-card-header--component" data-rh-align="left" data-rhdc-dynamic-card-header=xl ><p class="rh-card-header-title-small"><a class="rh-card-header-link" href="/en/blog/red-hat-device-edge-industrial-applications-journey-datacenter-plant-floor" data-analytics-linktype="cta" data-analytics-text="Red Hat Device Edge for Industrial Applications: A Journey from Datacenter to Plant Floor" data-analytics-category="Dynamic pattern for blogs|Red Hat Device Edge for Industrial Applications: A Journey from Datacenter to Plant Floor">Blog post</a></p><h3 class="rh-card-header-headline" ><a class="rh-card-header-link" href="/en/blog/red-hat-device-edge-industrial-applications-journey-datacenter-plant-floor" data-analytics-linktype="cta" data-analytics-text="Red Hat Device Edge for Industrial Applications: A Journey from Datacenter to Plant Floor" data-analytics-category="Dynamic pattern for blogs|Red Hat Device Edge for Industrial Applications: A Journey from Datacenter to Plant Floor">Red Hat Device Edge for Industrial Applications: A Journey from Datacenter to Plant Floor</a></h3></div> </div> <div class="rh-group-body" > <div class="rh-raw" > <p class="rhdc-dynamic-card--date-author"> November 12, 2024 | <a href="/en/authors/josh-swanson-associate-solution-architect">Josh Swanson</a>, <a href="/en/authors/daniel-schaefer">Daniel Schaefer</a>, <a href="/en/authors/alexander-lougovski"> Alexander Lougovski</a> </p> </div> </div> <div class="rh-group-footer" data-rh-layout="flex-tags" > <div class="rh-raw" data-rhdc-topic-tag=AI/ML> <rh-tag color="gray"><a href="/en/blog/?f[0]=taxonomy_topic_tid:75501#rhdc-search-listing">AI/ML</a></rh-tag> </div> <div class="rh-raw" data-rhdc-topic-tag=Containers> <rh-tag color="gray"><a href="/en/blog/?f[0]=taxonomy_topic_tid:9001#rhdc-search-listing">Containers</a></rh-tag> </div> <div class="rh-raw" data-rhdc-topic-tag=Edge computing> <rh-tag color="gray"><a href="/en/blog/?f[0]=taxonomy_topic_tid:75331#rhdc-search-listing">Edge computing</a></rh-tag> </div> <div class="rh-raw" data-rhdc-topic-tag=Integration> <rh-tag color="gray"><a href="/en/blog/?f[0]=taxonomy_topic_tid:27051#rhdc-search-listing">Integration</a></rh-tag> </div> <div class="rh-raw" data-rhdc-topic-tag=Kubernetes> <rh-tag color="gray"><a href="/en/blog/?f[0]=taxonomy_topic_tid:27561#rhdc-search-listing">Kubernetes</a></rh-tag> </div> <div class="rh-raw" data-rhdc-topic-tag=Open source> <rh-tag color="gray"><a href="/en/blog/?f[0]=taxonomy_topic_tid:17391#rhdc-search-listing">Open source</a></rh-tag> </div> <div class="rh-raw" data-rhdc-topic-tag=Partners> <rh-tag color="gray"><a href="/en/blog/?f[0]=taxonomy_topic_tid:4481#rhdc-search-listing">Partners</a></rh-tag> </div> <div class="rh-raw" data-rhdc-topic-tag=Virtualization> <rh-tag color="gray"><a href="/en/blog/?f[0]=taxonomy_topic_tid:27111#rhdc-search-listing">Virtualization</a></rh-tag> </div> </div> </div> </div> </div> <div class="dx-col-12 md:dx-col-6 rhpb-region dx-flex" style="flex-direction:column"> <!-- Pattern | raw_html --> <div class="dx-card dx-bg-gray-80 dx-relative dx-p-4"> <rh-surface style="--rh-color-surface: none;" color-palette="dark"> <span class="dx-flex dx-pt-0 dx-items-center"> <img src="https://www.redhat.com/rhdc/managed-files/Technology_icon-Red_Hat-Enterprise_Linux_AI-Standard-RGB 1.svg" alt="Red Hat Summit | Ansiblefest logo"> <p class="dx-text-left dx-px-2 dx-text-24">Red Hat Enterprise Linux AI</p></span> <p class="sm:dx-text-18">Red Hat® Enterprise Linux® AI is a foundation model platform used to seamlessly develop, test, and run Granite family large language models (LLMs) for enterprise applications.</p> <rh-cta class="dx-mx-auto dx-mt-2"><a href="/en/technologies/linux-platforms/enterprise-linux/ai" data-analytics-category="promo|RHEL AI" data-analytics-text="Explore the product" data-analytics-linktype="cta">Explore the product</a></rh-cta> </rh-surface></div> </div> </div> </div> </section> </div> </div> </div> </section> <div class="one-column"> <div class="dx-relative content-region"> <!-- Pattern | raw_html --> <section class="dx-pt-8 dx-pb-8" section-properties-enabled> <div class="dx-container dx-relative"> <div class="dx-row dx-bg-blue-light "> <div class="dx-col-12 rhpb-region dx-flex" style="flex-direction:column"> <section data-analytics-region="Blog-posts-channels" class="dx-pt-8 dx-pb-8" section-properties-enabled> <div class="dx-container dx-relative"> <div class="dx-row match-region-heights "> <div class="dx-col-12 md:dx-col-7 rhpb-region dx-flex" style="flex-direction:column"> <!-- Subpattern | simple_text --> <!-- Group layout --> <div class="rh-group--layout" data-rh-layout="stacked"> <div class="rh-group-body" data-rh-layout="min-stacked"> <!-- Component | Band_header --> <div class="rh-band-header--hash-offset" data-rh-hash="true" id="browse-by-channel"></div><div class="rh-band-header--component" data-rh-align="left"><h2 class="rh-band-header-subsection-headline">Browse by channel</h2> </div> </div> </div> </div> <div class="dx-col-12 md:dx-col-5 rhpb-region md:dx-items-end dx-flex" style="flex-direction:column"> <!-- Component | Cta_multi_basic --> <div class="rh-cta-multi-basic--component" data-rh-align="left" data-rh-display="stacked"> <!-- Subpattern | simple_cta --> <!-- Component | CTA --> <span class="rh-cta--component" data-rh-cta-type="secondary"> <a class="rh-cta-link" href="/en/blog/channels" title="Explore all channels" data-analytics-linktype="cta">Explore all channels<span aria-hidden="true"><svg data-name="Layer 1" viewBox="0 0 36 36"><title>Icon-Red_Hat-Directional-A-Black-RGB</title><path d="M29.74 17.95v-.1a.9.9 0 0 0-.03-.086c-.01-.025-.016-.05-.027-.075a.72.72 0 0 0-.148-.223l-3.5-3.5-3.5-3.5a.75.75 0 1 0-1.06 1.06l2.86 2.86 2.86 2.86H7a.75.75 0 0 0 0 1.5h20.19l-2.22 2.223-3.5 3.5a.75.75 0 1 0 1.06 1.06l3.5-3.5 3.5-3.5c.007-.007.01-.016.016-.023a.738.738 0 0 0 .147-.22l.005-.02a.76.76 0 0 0 .045-.236.23.23 0 0 0 .007-.03c0-.017-.008-.032-.01-.05z" /></svg></span></a> </span> </div> </div> <div class="dx-col-12 rhpb-region dx-pt-0 dx-flex" style="flex-direction:column"> <!-- Subpattern | simple_text --> </div> <div class="dx-col-12 md:dx-col-6 lg:dx-col-3 rhpb-region channel-tile dx-flex" style="flex-direction:column"> <!-- Pattern | raw_html --> <rh-tile> <img slot="image" src="https://www.redhat.com/cms/managed-files/automation.svg" alt="automation icon"> <h3 slot="headline" class="dx-font-normal dx-mb-1 dx-text-20"><a href="/en/blog/channel/management-and-automation" data-analytics-linktype="cta" data-analytics-text="Automation" data-analytics-category="Browse by channel">Automation</a></h3> <p class="dx-text-16 dx-font-normal">The latest on IT automation for tech, teams, and environments</p> </rh-tile> </div> <div class="dx-col-12 md:dx-col-6 lg:dx-col-3 rhpb-region channel-tile dx-flex" style="flex-direction:column"> <!-- Pattern | raw_html --> <rh-tile> <img slot="image" src="https://www.redhat.com/cms/managed-files/AI.svg" alt="AI icon"> <h3 slot="headline" class="dx-font-normal dx-mb-1 dx-text-20"><a href="/en/blog/channel/artificial-intelligence" data-analytics-linktype="cta" data-analytics-text="Artificial intelligence" data-analytics-category="Browse by channel">Artificial intelligence</a></h3> <p class="dx-text-16 dx-font-normal">Updates on the platforms that free customers to run AI workloads anywhere</p> </rh-tile> </div> <div class="dx-col-12 md:dx-col-6 lg:dx-col-3 rhpb-region channel-tile dx-flex" style="flex-direction:column"> <!-- Pattern | raw_html --> <rh-tile> <img slot="image" src="https://www.redhat.com/cms/managed-files/open-hybrid-cloud.svg" alt="open hybrid cloud icon"> <h3 slot="headline" class="dx-font-normal dx-mb-1 dx-text-20"><a href="/en/blog/channel/hybrid-cloud-infrastructure" data-analytics-linktype="cta" data-analytics-text="Open hybrid cloud" data-analytics-category="Browse by channel">Open hybrid cloud</a></h3> <p class="dx-text-16 dx-font-normal">Explore how we build a more flexible future with hybrid cloud</p> </rh-tile> </div> <div class="dx-col-12 md:dx-col-6 lg:dx-col-3 rhpb-region channel-tile dx-flex" style="flex-direction:column"> <!-- Pattern | raw_html --> <rh-tile> <img slot="image" src="https://www.redhat.com/cms/managed-files/security.svg" alt="security icon"> <h3 slot="headline" class="dx-font-normal dx-mb-1 dx-text-20"><a href="/en/blog/channel/security" data-analytics-linktype="cta" data-analytics-text="Security" data-analytics-category="Browse by channel">Security</a></h3> <p class="dx-text-16 dx-font-normal">The latest on how we reduce risks across environments and technologies</p> </rh-tile> </div> <div class="dx-col-12 md:dx-col-6 lg:dx-col-3 rhpb-region channel-tile dx-flex" style="flex-direction:column"> <!-- Pattern | raw_html --> <rh-tile> <img slot="image" src="https://www.redhat.com/cms/managed-files/edge_2.svg" alt="edge icon"> <h3 slot="headline" class="dx-font-normal dx-mb-1 dx-text-20"><a href="/en/blog/channel/edge-computing" data-analytics-linktype="cta" data-analytics-text="Edge computing" data-analytics-category="Browse by channel">Edge computing</a></h3> <p class="dx-text-16 dx-font-normal">Updates on the platforms that simplify operations at the edge</p> </rh-tile> </div> <div class="dx-col-12 md:dx-col-6 lg:dx-col-3 rhpb-region channel-tile dx-flex" style="flex-direction:column"> <!-- Pattern | raw_html --> <rh-tile> <img slot="image" src="https://www.redhat.com/cms/managed-files/infrastructure.svg" alt="Infrastructure icon"> <h3 slot="headline" class="dx-font-normal dx-mb-1 dx-text-20"><a href="/en/blog/channel/infrastructure" data-analytics-linktype="cta" data-analytics-text="Infrastructure" data-analytics-category="Browse by channel">Infrastructure</a></h3> <p class="dx-text-16 dx-font-normal">The latest on the world’s leading enterprise Linux platform</p> </rh-tile> </div> <div class="dx-col-12 md:dx-col-6 lg:dx-col-3 rhpb-region channel-tile dx-flex" style="flex-direction:column"> <!-- Pattern | raw_html --> <rh-tile> <img slot="image" src="https://www.redhat.com/cms/managed-files/application-development.svg" alt="application development icon"> <h3 slot="headline" class="dx-font-normal dx-mb-1 dx-text-20"><a href="/en/blog/channel/applications" data-analytics-linktype="cta" data-analytics-text="Applications" data-analytics-category="Browse by channel">Applications</a></h3> <p class="dx-text-16 dx-font-normal">Inside our solutions to the toughest application challenges</p> </rh-tile> </div> <div class="dx-col-12 md:dx-col-6 lg:dx-col-3 rhpb-region channel-tile dx-flex" style="flex-direction:column"> <!-- Pattern | raw_html --> <rh-tile> <img slot="image" src="https://www.redhat.com/cms/managed-files/original-series.svg" alt="Original series icon"> <h3 slot="headline" class="dx-font-normal dx-mb-1 dx-text-20"><a href="/en/red-hat-original-series" data-analytics-linktype="cta" data-analytics-text="Original shows" data-analytics-category="Browse by channel">Original shows</a></h3> <p class="dx-text-16 dx-font-normal">Entertaining stories from the makers and leaders in enterprise tech</p> </rh-tile> </div> </div> </div> </section> </div> </div> </div> </section> <div class="one-column"> <div class="dx-relative content-region"> <!-- Pattern | raw_html --> <style> .dx-bg-blue-light{ background-color: #E0F0FF; } rh-tile { margin-inline-end: var(--rh-space-md, 8px); --rh-color-border-subtle-on-light: #4394E5; } rh-tile:hover, rh-tile:focus { --rh-color-surface-lighter: #4394E5; --rh-color-interactive-blue-darkest: white; --rh-color-border-interactive-on-light: white; } .channel-tile rh-tile:hover a, .channel-tile rh-tile:hover p{ color: white !important; } .channel-tile rh-tile a{ text-decoration:none; } rh-tile a[slot="image"] > :is(img,svg), rh-tile [slot="image"]:is(img,svg){ width: auto; } </style> </div> </div> </div> </div> <section class="dx-pt-8 dx-pb-8" section-properties-enabled> <div class="dx-container dx-relative"> <div class="dx-row dx-justify-between "> <div class="dx-col-12 sm:dx-col-8 rhpb-region dx-flex" style="flex-direction:column"> <!-- Component | Band_header --> <div class="rh-band-header--component" data-rh-align=left data-rh-size=small data-rh-margin=standard ><h2 class="rh-band-header-nested-section-headline" >Extraordinary stories in enterprise tech</h2> </div> </div> <div class="dx-col-12 sm:dx-col-6 md:dx-col-4 rhpb-region dx-flex" style="flex-direction:column"> <!-- Component | Cta_multi_basic --> <div class="rh-cta-multi-basic--component" data-rh-align="right" data-rh-display="stacked" > <!-- Subpattern | simple_cta --> <!-- Component | CTA --> <span class="rh-cta--component" data-rh-cta-type="secondary" > <a class="rh-cta-link" href="/en/red-hat-original-series" data-analytics-linkType="cta" data-analytics-text="Explore all original shows" data-analytics-category="Extraordinary stories in enterprise tech " >Explore all original shows<span aria-hidden="true"><svg data-name="Layer 1" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 36 36"><title>Icon-Red_Hat-Directional-A-Black-RGB</title><path d="M29.74 17.95v-.1a.9.9 0 0 0-.03-.086c-.01-.025-.016-.05-.027-.075a.72.72 0 0 0-.148-.223l-3.5-3.5-3.5-3.5a.75.75 0 1 0-1.06 1.06l2.86 2.86 2.86 2.86H7a.75.75 0 0 0 0 1.5h20.19l-2.22 2.223-3.5 3.5a.75.75 0 1 0 1.06 1.06l3.5-3.5 3.5-3.5c.007-.007.01-.016.016-.023a.738.738 0 0 0 .147-.22l.005-.02a.76.76 0 0 0 .045-.236.23.23 0 0 0 .007-.03c0-.017-.008-.032-.01-.05z"/></svg></span></a> </span> </div> </div> <div class="dx-col-12 rhpb-region dx-flex" style="flex-direction:column"> <!-- Component | spacer --> <div class="rh-spacer--component" data-rh-vheight="" data-rh-border=bottom > </div> </div> <div class="dx-col-12 md:dx-col-3 rhpb-region dx-flex" style="flex-direction:column"> <div class="rhdc-dynamic-card--with-image"> <!-- Subpattern | image_box --> <!-- Group layout --> <div class="rh-group--layout" data-rh-layout="stacked" > <div class="rh-group-body" data-rh-layout="stacked" > <!-- Component | Image_embed --> <div class="rh-image-embed--component" data-rh-align="full" > <div class="rh-image-embed-container"> <img class="rhdc-image-responsive" loading="lazy" srcset="/rhdc/managed-files/styles/2x1_360/private/opengraph-compiler-A.jpg.webp?itok=w3QxOoCT 360w, /rhdc/managed-files/styles/2x1_480/private/opengraph-compiler-A.jpg.webp?itok=4L41ZAAE 480w, /rhdc/managed-files/styles/2x1_740/private/opengraph-compiler-A.jpg.webp?itok=iBFGLT56 740w" sizes="(min-width: 768px) 360px, 98vw" width="740" height="370" src="/rhdc/managed-files/styles/2x1_360/private/opengraph-compiler-A.jpg.webp?itok=w3QxOoCT" alt="" /> </div> </div> </div> </div> <!-- Component | Card_header --> <div class="rh-card-header--component" data-rh-align="left" data-rhdc-dynamic-card-header=image ><p class="rh-card-header-title-small"><a class="rh-card-header-link" href="/en/compiler-podcast/sustainability-telecommunications" data-analytics-linktype="cta" data-analytics-text="Sustainability Beyond Servers | Compiler" data-analytics-category="Dynamic pattern by title">Original Shows</a></p><h3 class="rh-card-header-headline" ><a class="rh-card-header-link" href="/en/compiler-podcast/sustainability-telecommunications" data-analytics-linktype="cta" data-analytics-text="Sustainability Beyond Servers | Compiler" data-analytics-category="Dynamic pattern by title">Sustainability Beyond Servers | Compiler</a></h3></div> <!-- Group layout --> <div class="rh-group--layout" > <div class="rh-group-footer" data-rh-layout="flex-tags" > <div class="rh-raw" data-rhdc-topic-tag=Emerging technology> <rh-tag color="gray"><a href=/en/blog/?f[0]=taxonomy_topic_tid:27041#rhdc-search-listing>Emerging technology</a></rh-tag> </div> <div class="rh-raw" data-rhdc-topic-tag=Open source> <rh-tag color="gray"><a href=/en/blog/?f[0]=taxonomy_topic_tid:17391#rhdc-search-listing>Open source</a></rh-tag> </div> </div> </div> </div> </div> <div class="dx-col-12 md:dx-col-3 rhpb-region dx-flex" style="flex-direction:column"> <div class="rhdc-dynamic-card--with-image"> <!-- Subpattern | image_box --> <!-- Group layout --> <div class="rh-group--layout" data-rh-layout="stacked" > <div class="rh-group-body" data-rh-layout="stacked" > <!-- Component | Image_embed --> <div class="rh-image-embed--component" data-rh-align="full" > <div class="rh-image-embed-container"> <img class="rhdc-image-responsive" loading="lazy" srcset="/rhdc/managed-files/styles/2x1_360/private/code-comments-og.jpg.webp?itok=-WV8x0ON 360w, /rhdc/managed-files/styles/2x1_480/private/code-comments-og.jpg.webp?itok=b-SlHp7x 480w, /rhdc/managed-files/styles/2x1_740/private/code-comments-og.jpg.webp?itok=Hf-CtCqA 740w" sizes="(min-width: 768px) 360px, 98vw" width="740" height="370" src="/rhdc/managed-files/styles/2x1_360/private/code-comments-og.jpg.webp?itok=-WV8x0ON" alt="" /> </div> </div> </div> </div> <!-- Component | Card_header --> <div class="rh-card-header--component" data-rh-align="left" data-rhdc-dynamic-card-header=image ><p class="rh-card-header-title-small"><a class="rh-card-header-link" href="/en/code-comments-podcast/season-3/crunchy-data-1" data-analytics-linktype="cta" data-analytics-text="Transforming Your Database | Code Comments" data-analytics-category="Dynamic pattern by title">Original Shows</a></p><h3 class="rh-card-header-headline" ><a class="rh-card-header-link" href="/en/code-comments-podcast/season-3/crunchy-data-1" data-analytics-linktype="cta" data-analytics-text="Transforming Your Database | Code Comments" data-analytics-category="Dynamic pattern by title">Transforming Your Database | Code Comments</a></h3></div> <!-- Group layout --> <div class="rh-group--layout" > <div class="rh-group-footer" data-rh-layout="flex-tags" > <div class="rh-raw" data-rhdc-topic-tag=Automation and management> <rh-tag color="gray"><a href=/en/blog/?f[0]=taxonomy_topic_tid:27011#rhdc-search-listing>Automation and 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