Acceleration is all you need (now)

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  "title": "Acceleration is all you need (now)",
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  "url": "https://octo.ai/blog/acceleration-is-all-you-need-techniques-powering-octostacks-10x-performance-boost/"
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  "author": null,
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  "description": "We create the world’s fastest supercomputer and largest gaming platform.",
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  "title": "World Leader in AI Computing",
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  "title": "World Leader in Artificial Intelligence Computing",
  "description": "NVIDIA invents the GPU, creates the largest gaming platform, powers the world’s fastest supercomputer, and drives advances in AI, HPC, gaming, creative design, autonomous vehicles, and robotics.",
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  "content": "<div>\n         <div>\n            <div>\n<div>\n    \t<p>\n\t    \t</p><h2>\n                    NVIDIA Unveils Nemotron 3 Family of Models for Agentic AI\n\t    \t</h2>\n    \t<p></p>\n     </div>\n<div>\n\t\t\t\t<p><span>The open, hybrid models deliver top efficiency and accuracy for complex, high-throughput applications.</span></p>\n\t\t\t</div>\n</div>\n<div>\n<div>\n    \t<p>\n\t    \t</p><h2>\n                    Make Your Robot’s Holiday Wish Come True\n\t    \t</h2>\n    \t<p></p>\n     </div>\n<div>\n\t\t\t\t<p><span>Celebrate the holidays with the perfect gift for your robot: an NVIDIA Jetson™ AI robotics computer.</span></p>\n\t\t\t</div>\n</div>\n<div>\n<div>\n    \t<p>\n\t    \t</p><h2>\n                    Model Makers Use NVIDIA for the Next Generation of Intelligence\n\t    \t</h2>\n    \t<p></p>\n     </div>\n<div>\n\t\t\t\t<p><span>From GPT‑5.2 to the latest multimodal models, innovators train faster at scale with NVIDIA.</span></p>\n\t\t\t</div>\n</div>\n<div>\n<div>\n    \t<p>\n\t    \t</p><h2>\n                    Mixture of Experts Powers Top Frontier Models 10x Faster on NVIDIA\n\t    \t</h2>\n    \t<p></p>\n     </div>\n<div>\n\t\t\t\t<p><span>NVIDIA GB200 NVL72 rack-scale systems deliver 10x performance for mixture-of-experts models such as DeepSeek R1, Kimi K2 Thinking, and the new Mistral Large 3.</span></p>\n\t\t\t</div>\n</div>\n<div>\n<div>\n    \t<p>\n\t    \t</p><h2>\n                    NVIDIA and AWS Partner to Build Semi-Custom AI Infrastructure\n\t    \t</h2>\n    \t<p></p>\n     </div>\n<div>\n\t\t\t\t<p><span>NVIDIA NVLink™ Fusion rack-scale AI infrastructure platform will boost performance and accelerate deployment of AWS Trainium4 AI chips.</span></p>\n\t\t\t</div>\n</div>\n<div>\n<div>\n    \t<p>\n\t    \t</p><h2>\n                    NVIDIA Drives Mistral AI Open Frontier Model Performance 10x \n\t    \t</h2>\n    \t<p></p>\n     </div>\n<div>\n\t\t\t\t<p><span>The new Mistral 3 family, spanning frontier-level to compact models, is optimized for NVIDIA NVL72 and edge devices, enabling Mistral AI’s vision for distributed intelligence.</span></p>\n\t\t\t</div>\n</div>\n         </div>\n\t\t    <div>\n\t\t            <div>\n\t\t                <p><label>Agentic AI</label></p><p>NVIDIA Unveils Nemotron 3 Family of Models for Agentic AI</p>\n\t\t            </div>\n\t\t            <div>\n\t\t                <p><label>Robotics</label></p><p>Make Your Robot’s Holiday Wish Come True</p>\n\t\t            </div>\n\t\t            <div>\n\t\t                <p><label>Data Center</label></p><p>Model Makers Use NVIDIA for the Next Generation of Intelligence</p>\n\t\t            </div>\n\t\t            <div>\n\t\t                <p><label>Artificial Intelligence</label></p><p>Mixture of Experts Powers Top Frontier Models 10x Faster on NVIDIA</p>\n\t\t            </div>\n\t\t            <div>\n\t\t                <p><label>Data Center</label></p><p>NVIDIA and AWS Partner to Build Semi-Custom AI Infrastructure</p>\n\t\t            </div>\n\t\t            <div>\n\t\t                <p><label>Artificial Intelligence</label></p><p>NVIDIA Drives Mistral AI Open Frontier Model Performance 10x</p>\n\t\t            </div>\n\t\t        </div>\n        <ol>\n            <li>Agentic AI</li>\n<li>Robotics</li>\n<li>Data Center</li>\n<li>Artificial Intelligence</li>\n<li>Data Center</li>\n<li>Artificial Intelligence</li>\n        </ol>\n    </div>",
  "author": "@NVIDIA",
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