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The Need for Speed: NVIDIA Accelerates Majority of World’s Supercomputers to Drive Advancements in Science and Technology

Starting with the release of CUDA in 2006, NVIDIA has driven advancements in AI and accelerated computing — and the most recent TOP500 list of the world’s most powerful supercomputers highlights the culmination of the company’s achievements in the field. This year, 384 systems on the TOP500 list are powered by NVIDIA technologies. Among the
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Faster Text Generation with Self-Speculative Decoding

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Introduction to the Open Leaderboard for Japanese LLMs

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Processing High-Quality Vietnamese Language Data with NVIDIA NeMo Curator

The process of data curation for LLMs.Open-source large language models (LLMs) excel in English but struggle with other languages, especially the languages of Southeast Asia. This is primarily due…The process of data curation for LLMs.

Open-source large language models (LLMs) excel in English but struggle with other languages, especially the languages of Southeast Asia. This is primarily due to a lack of training data in these languages, limited understanding of local cultures, and insufficient tokens to capture unique linguistic structures and expressions. To fully meet customer needs, enterprises in non-English-speaking…

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AI at COP29: Balancing Innovation and Sustainability

As COP29 attendees gather in Baku, Azerbaijan, to tackle climate change, the role AI plays in environmental sustainability is front and center. A panel hosted by Deloitte brought together industry leaders to explore ways to reduce AI’s environmental footprint and align its growth with climate goals. Experts from Crusoe Energy Systems, EON, the International Energy
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AI Research Delivers Rapid, Accurate Prostate Cancer Predictions

An MRI of cancer tumors.Prostate cancer researchers unveiled a new AI-powered model that can quickly analyze MRIs to accurately predict how prostate cancer tumors may develop and…An MRI of cancer tumors.

Prostate cancer researchers unveiled a new AI-powered model that can quickly analyze MRIs to accurately predict how prostate cancer tumors may develop and potentially metastasize over time. The technology uses a segmentation algorithm to quickly analyze MRIs of prostates and outline—in detail—the contours of any cancerous tumors. The model can then calculate the volume of the tumors it…

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NVIDIA cuDSS Library Removes Barriers to Optimizing the US Power Grid

Photo of a power line against city lights at twilight.In the wake of ever-growing power demands, power systems optimization (PSO) of power grids is crucial for ensuring efficient resource management,…Photo of a power line against city lights at twilight.

In the wake of ever-growing power demands, power systems optimization (PSO) of power grids is crucial for ensuring efficient resource management, sustainability, and energy security. The Eastern Interconnection, a major North American power grid, consists of approximately 70K nodes (Figure 1). Aside from sheer size, optimizing such a grid is complicated by uncertainties such as catastrophic…

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Create a Custom Slackbot LLM Agent with NVIDIA NIM and LangChain

Chatbot avatar in front of a stylized chat screen on a purple background.In the dynamic world of modern business, where communication and efficient workflows are crucial for success, AI-powered solutions have become a competitive…Chatbot avatar in front of a stylized chat screen on a purple background.

In the dynamic world of modern business, where communication and efficient workflows are crucial for success, AI-powered solutions have become a competitive advantage. AI agents, built on cutting-edge large language models (LLMs) and powered by NVIDIA NIM provide a seamless way to enhance productivity and information flow. NIM, part of NVIDIA AI Enterprise, is a suite of easy-to-use…

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How the Department of Energy’s AI Initiatives Are Transforming Science, Industry and Government

The U.S. Department of Energy oversees national energy policy and production. As big a job as that is, the DOE also does so much more — enough to have earned the nickname “Department of Everything.” In this episode of the NVIDIA AI Podcast, Helena Fu, director of the DOE’s Office of Critical and Emerging Technologies
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Llama 3.2 Full-Stack Optimizations Unlock High Performance on NVIDIA GPUs

Meta recently released its Llama 3.2 series of vision language models (VLMs), which come in 11B parameter and 90B parameter variants. These models are…

Meta recently released its Llama 3.2 series of vision language models (VLMs), which come in 11B parameter and 90B parameter variants. These models are multimodal, supporting both text and image inputs. In addition, Meta has launched text-only small language model (SLM) variants of Llama 3.2 with 1B and 3B parameters. NVIDIA has optimized the Llama 3.2 collection of models for great performance and…

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