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Get Started Using Generative AI for Content Creation With ComfyUI and NVIDIA RTX AI PCs

ComfyUI — an open-source, node-based graphical interface for running and building generative AI workflows for content creation — published major updates this past month, including up to 40% performance improvements for NVIDIA RTX GPUs, and support for new AI models including Wan 2.2, Qwen-Image, FLUX.1 Krea [dev] and Hunyuan3D 2.1. NVIDIA also released NVIDIA TensorRT-optimized
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How to Build AI Systems In House with Outerbounds and DGX Cloud Lepton

It’s easy to underestimate how many moving parts a real-world, production-grade AI system involves. Whether you’re building an agent that combines internal…

It’s easy to underestimate how many moving parts a real-world, production-grade AI system involves. Whether you’re building an agent that combines internal data with external LLMs or a service that generates anime on demand, the system must orchestrate multiple models and dynamic data across online and offline components. Many AI services, from LLMs to vector databases…

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Register for the Global Webinar: How to Prepare for NVIDIA Generative AI Certification

Join a global webinar on Oct. 7 to get everything you need to succeed on the NVIDIA generative-AI certification exams, including the new professional level…

Join a global webinar on Oct. 7 to get everything you need to succeed on the NVIDIA generative-AI certification exams, including the new professional level agentic AI and generative AI LLMs certifications. Discover exam prep strategies, see sample exam questions, and hear directly from our certification experts in a live Q&A. Register now.

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Exploration & Epiphany

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Incomplete open cubes

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Accelerate Large-Scale LLM Inference and KV Cache Offload with CPU-GPU Memory Sharing

Decorative image.Large Language Models (LLMs) are at the forefront of AI innovation, but their massive size can complicate inference efficiency. Models such as Llama 3 70B and…Decorative image.

Large Language Models (LLMs) are at the forefront of AI innovation, but their massive size can complicate inference efficiency. Models such as Llama 3 70B and Llama 4 Scout 109B may require more memory than is included in the GPU, especially when including large context windows. For example, loading Llama 3 70B and Llama 4 Scout 109B models in half precision (FP16) requires approximately 140…

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Just Released: NVIDIA PhysicsNeMo 25.08

NVIDIA PhysicsNeMo 25.08 is packed with powerful new workflows and recipes for CAE application developers.

NVIDIA PhysicsNeMo 25.08 is packed with powerful new workflows and recipes for CAE application developers.

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Now Live: Europe’s First Exascale Supercomputer, JUPITER, Accelerates Climate Research, Neuroscience, Quantum Simulation

The Jülich Supercomputing Centre’s JUPITER — Europe’s first exascale supercomputer — is officially live.

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NVIDIA Pledges AI Education Funding for K-12 Programs

NVIDIA today announced new AI education support for K-12 programs at a White House event to celebrate public-private partnerships that advance artificial intelligence education for America’s youth. The commitment comes after recent NVIDIA announcements to support AI education and academic research, including a $30 million contribution to the National AI Intelligence Research pilot and a
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AI On: 6 Ways AI Agents Are Raising Team Performance — and How to Measure It

AI agents are expected to be involved in most business tasks within three years, with effective human-agent collaboration projected to increase human engagement in high-value tasks by 65%.