NVIDIA Releases Open Synthetic Data Generation Pipeline for Training Large Language Models
The Official NVIDIA Blog » Deep Learning
by Ankit Patel
3w ago
NVIDIA today announced Nemotron-4 340B, a family of open models that developers can use to generate synthetic data for training large language models (LLMs) for commercial applications across healthcare, finance, manufacturing, retail and every other industry. High-quality training data plays a critical role in the performance, accuracy and quality of responses from a custom LLM — but robust datasets can be prohibitively expensive and difficult to access. Through a uniquely permissive open model license, Nemotron-4 340B gives developers a free, scalable way to generate synthetic data that can ..read more
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NVIDIA Expands Collaboration With Microsoft to Help Developers Build, Deploy AI Applications Faster
The Official NVIDIA Blog » Deep Learning
by Dave Salvator
1M ago
If optimized AI workflows are like a perfectly tuned orchestra — where each component, from hardware infrastructure to software libraries, hits exactly the right note — then the long-standing harmony between NVIDIA and Microsoft is music to developers’ ears. The latest AI models developed by Microsoft, including the Phi-3 family of small language models, are being optimized to run on NVIDIA GPUs and made available as NVIDIA NIM inference microservices. Other microservices developed by NVIDIA, such as the cuOpt route optimization AI, are regularly added to Microsoft Azure Marketplace as part of ..read more
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Needle-Moving AI Research Trains Surgical Robots in Simulation
The Official NVIDIA Blog » Deep Learning
by Isha Salian
2M ago
A collaboration between NVIDIA and academic researchers is prepping robots for surgery. ORBIT-Surgical — developed by researchers from the University of Toronto, UC Berkeley, ETH Zurich, Georgia Tech and NVIDIA — is a simulation framework to train robots that could augment the skills of surgical teams while reducing surgeons’ cognitive load. It supports more than a dozen maneuvers inspired by the training curriculum for laparoscopic procedures, aka minimally invasive surgery, such as grasping small objects like needles, passing them from one arm to another and placing them with high precision ..read more
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Dial It In: Data Centers Need New Metric for Energy Efficiency
The Official NVIDIA Blog » Deep Learning
by Jeremy Rodriguez
2M ago
Data centers need an upgraded dashboard to guide their journey to greater energy efficiency, one that shows progress running real-world applications. The formula for energy efficiency is simple: work done divided by energy used. Applying it to data centers calls for unpacking some details. Today’s most widely used gauge — power usage effectiveness (PUE)  — compares the total energy a facility consumes to the amount its computing infrastructure uses. Over the last 17 years, PUE has driven the most efficient operators closer to an ideal where almost no energy is wasted on processes like pow ..read more
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NVIDIA AI Microservices for Drug Discovery, Digital Health Now Integrated With AWS
The Official NVIDIA Blog » Deep Learning
by Lyndi Wu
2M ago
Harnessing optimized AI models for healthcare is easier than ever as NVIDIA NIM, a collection of cloud-native microservices, integrates with Amazon Web Services. NIM, part of the NVIDIA AI Enterprise software platform available on AWS Marketplace, enables developers to access a growing library of AI models through industry-standard application programming interfaces, or APIs. The library includes foundation models for drug discovery, medical imaging and genomics, backed by enterprise-grade security and support. NIM is now available via Amazon SageMaker — a fully managed service to prepare data ..read more
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Climate Tech Startups Integrate NVIDIA AI for Sustainability Applications
The Official NVIDIA Blog » Deep Learning
by Tenika Versey Walker
2M ago
Whether they’re monitoring miniscule insects or delivering insights from satellites in space, NVIDIA-accelerated startups are making every day Earth Day. Sustainable Futures, an initiative within the NVIDIA Inception program for cutting-edge startups, is supporting 750+ companies globally focused on agriculture, carbon capture, clean energy, climate and weather, environmental analysis, green computing, sustainable infrastructure and waste management. This Earth Day, discover how five of these sustainability-focused startups are advancing their work with accelerated computing and the NVIDIA Ear ..read more
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First Class: NVIDIA Introduces Generative AI Certification
The Official NVIDIA Blog » Deep Learning
by Craig Clawson
2M ago
NVIDIA is offering new certifications in generative AI to enable developers to establish technical credibility in this important domain.  Generative AI is revolutionizing industries worldwide, yet there’s a critical skills gap and need to uplevel employees to harness the technology more fully.  Available for the first time from NVIDIA, this new certification enables developers, career professionals, and others to validate and showcase their generative AI skills and expertise. Our new certification program introduces two associate-level generative AI certifications, focusing on profic ..read more
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Greater Scope: Doctors Get Inside Look at Gut Health With AI-Powered Endoscopy
The Official NVIDIA Blog » Deep Learning
by Isha Salian
3M ago
From humble beginnings as a university spinoff to an acquisition by the leading global medtech company in its field, Odin Vision has been on an accelerated journey since its founding less than five years ago. An alum of the NVIDIA Inception program for cutting-edge startups, Odin Vision builds cloud-connected AI software that helps clinicians detect and characterize areas of concern during endoscopy, a procedure where a tiny camera mounted on a tube is inserted into the gastrointestinal tract. Network-connected devices in the endoscopy room capture and stream real-time video data to the cloud ..read more
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Boom in AI-Enabled Medical Devices Transforms Healthcare
The Official NVIDIA Blog » Deep Learning
by David Niewolny
3M ago
The future of healthcare is software-defined and AI-enabled. Around 700 FDA-cleared, AI-enabled medical devices are now on the market — more than 10x the number available in 2020.   Many of the innovators behind this boom announced their latest AI-powered solutions at NVIDIA GTC, a global conference that last week attracted more than 16,000 business leaders, developers and researchers in Silicon Valley — and many more online.  Designed to make healthcare more efficient and help improve patient outcomes, these new technologies include foundation models to accelerate ultrasound a ..read more
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Model Innovators: How Digital Twins Are Making Industries More Efficient
The Official NVIDIA Blog » Deep Learning
by Rick Merritt
3M ago
A manufacturing plant near Hsinchu, Taiwan’s Silicon Valley, is among facilities worldwide boosting energy efficiency with AI-enabled digital twins. A virtual model can help streamline operations, maximizing throughput for its physical counterpart, say engineers at Wistron, a global designer and manufacturer of computers and electronics systems. In the first of several use cases, the company built a digital copy of a room where NVIDIA DGX systems undergo thermal stress tests (pictured above). Early results were impressive. Making Smart Simulations Using NVIDIA Modulus, a framework for buildin ..read more
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