Recent

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Dec 06, 2023

Develop and Optimize Vision AI Models for Trillions of Devices with NVIDIA TAO

With NVIDIA TAO Toolkit, developers around the world are building AI-powered visual perception and computer vision applications. Now the process is faster and...
3 MIN READ
Dec 05, 2023

Reconstructing Dynamic Driving Scenarios Using Self-Supervised Learning

From monotonous highways to routine neighborhood trips, driving is often uneventful. As a result, much of the training data for autonomous vehicle (AV)...
6 MIN READ
An illustration showing the steps "LLM" then "Optimize" then "Deploy."
Dec 04, 2023

NVIDIA TensorRT-LLM Enhancements Deliver Massive Large Language Model Speedups on NVIDIA H200

Large language models (LLMs) have seen dramatic growth over the last year, and the challenge of delivering great user experiences depends on both high-compute...
5 MIN READ
Dec 04, 2023

Create Lifelike Avatars with AI Animation and Speech Features in NVIDIA ACE

NVIDIA today unveiled major upgrades to the NVIDIA Avatar Cloud Engine (ACE) suite of technologies, bringing enhanced realism and accessibility to AI-powered...
3 MIN READ
Illustration representing NeMo Framework.
Dec 04, 2023

New NVIDIA NeMo Framework Features and NVIDIA H200 Supercharge LLM Training Performance and Versatility

The rapid growth in the size, complexity, and diversity of large language models (LLMs) continues to drive an insatiable need for AI training performance....
9 MIN READ
Dec 01, 2023

Webinar: Analysis of OpenACC Validation and Verification Testsuite

On December 7, learn how to verify OpenACC implementations across compilers and system architectures with the validation testsuite.
1 MIN READ
Photo of NVIDIA BlueField SuperNIC on a black background.
Dec 01, 2023

Explainer: What Is a SuperNIC?

A SuperNIC is a type of network accelerator for AI cloud data centers that delivers robust and seamless connectivity between GPU servers.
1 MIN READ
Decorative image of a user at a computer and the screen is showing input from an LLM in the background.
Nov 30, 2023

Building Your First LLM Agent Application

When building a large language model (LLM) agent application, there are four key components you need: an agent core, a memory module, agent tools, and a...
10 MIN READ
Nov 30, 2023

Webinar: Explore NVIDIA RTX Workflows with JSFILMZ

In this webinar, see how YouTube creator JSFILMZ uses NVIDIA RTX and how it enables him to iterate on creative ideas.
1 MIN READ
Decorative image of a user at a computer and the screen is showing input from an LLM in the background.
Nov 30, 2023

Introduction to LLM Agents

Consider a large language model (LLM) application that is designed to help financial analysts answer questions about the performance of a company. With a...
10 MIN READ
Nov 29, 2023

Boost Meeting Productivity with AI-Powered Note-Taking and Summarization

Meetings are the lifeblood of an organization. They foster collaboration and informed decision-making. They eliminate silos through brainstorming and...
6 MIN READ
GIF of rotating protein structure.
Nov 29, 2023

Train Generative AI Models for Drug Discovery with NVIDIA BioNeMo Framework

NVIDIA BioNeMo Framework has been released and is now generally available to download on NGC, enabling researchers to build and deploy generative AI, large...
7 MIN READ

Generative AI / LLMs

See all
Dec 05, 2023

Reconstructing Dynamic Driving Scenarios Using Self-Supervised Learning

From monotonous highways to routine neighborhood trips, driving is often uneventful. As a result, much of the training data for autonomous vehicle (AV)...
6 MIN READ
An illustration showing the steps "LLM" then "Optimize" then "Deploy."
Dec 04, 2023

NVIDIA TensorRT-LLM Enhancements Deliver Massive Large Language Model Speedups on NVIDIA H200

Large language models (LLMs) have seen dramatic growth over the last year, and the challenge of delivering great user experiences depends on both high-compute...
5 MIN READ
Dec 04, 2023

Create Lifelike Avatars with AI Animation and Speech Features in NVIDIA ACE

NVIDIA today unveiled major upgrades to the NVIDIA Avatar Cloud Engine (ACE) suite of technologies, bringing enhanced realism and accessibility to AI-powered...
3 MIN READ
Illustration representing NeMo Framework.
Dec 04, 2023

New NVIDIA NeMo Framework Features and NVIDIA H200 Supercharge LLM Training Performance and Versatility

The rapid growth in the size, complexity, and diversity of large language models (LLMs) continues to drive an insatiable need for AI training performance....
9 MIN READ
Decorative image of a user at a computer and the screen is showing input from an LLM in the background.
Nov 30, 2023

Building Your First LLM Agent Application

When building a large language model (LLM) agent application, there are four key components you need: an agent core, a memory module, agent tools, and a...
10 MIN READ
Decorative image of a user at a computer and the screen is showing input from an LLM in the background.
Nov 30, 2023

Introduction to LLM Agents

Consider a large language model (LLM) application that is designed to help financial analysts answer questions about the performance of a company. With a...
10 MIN READ
Nov 29, 2023

Boost Meeting Productivity with AI-Powered Note-Taking and Summarization

Meetings are the lifeblood of an organization. They foster collaboration and informed decision-making. They eliminate silos through brainstorming and...
6 MIN READ
GIF of rotating protein structure.
Nov 29, 2023

Train Generative AI Models for Drug Discovery with NVIDIA BioNeMo Framework

NVIDIA BioNeMo Framework has been released and is now generally available to download on NGC, enabling researchers to build and deploy generative AI, large...
7 MIN READ
Stylized image of a person interacting with an input screen that provides data to a glowing cube, which in turn provides an output screen.
Nov 29, 2023

New Course: Introduction to Transformer-Based Natural Language Processing

Learn how transformers are used as the building blocks of modern large language models in this new self-paced course.
1 MIN READ
Nov 28, 2023

Take the ‘AI Innovation Challenge’ and Unleash Your Creativity with NVIDIA Jetson 

NVIDIA and SparkFun invite developers to build innovative AI applications using the NVIDIA Jetson. Enter now.
1 MIN READ
Nov 28, 2023

One Giant Superchip for LLMs, Recommenders, and GNNs: Introducing NVIDIA GH200 NVL32

At AWS re:Invent 2023, AWS and NVIDIA announced that AWS will be the first cloud provider to offer NVIDIA GH200 Grace Hopper Superchips interconnected with...
9 MIN READ
Nov 28, 2023

Build Enterprise Retrieval-Augmented Generation Apps with NVIDIA Retrieval QA Embedding Model

Large language models (LLMs) are transforming the AI landscape with their profound grasp of human and programming languages. Essential for next-generation...
12 MIN READ

Simulation / Modeling / Design

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Dec 06, 2023

Develop and Optimize Vision AI Models for Trillions of Devices with NVIDIA TAO

With NVIDIA TAO Toolkit, developers around the world are building AI-powered visual perception and computer vision applications. Now the process is faster and...
3 MIN READ
Dec 05, 2023

Reconstructing Dynamic Driving Scenarios Using Self-Supervised Learning

From monotonous highways to routine neighborhood trips, driving is often uneventful. As a result, much of the training data for autonomous vehicle (AV)...
6 MIN READ
Dec 01, 2023

Webinar: Analysis of OpenACC Validation and Verification Testsuite

On December 7, learn how to verify OpenACC implementations across compilers and system architectures with the validation testsuite.
1 MIN READ
Intricate image of a QPU.
Nov 29, 2023

CUDA Quantum 0.5 Delivers New Features for Quantum-Classical Computing

CUDA Quantum is a platform for building quantum-classical computing applications. It is an open-source programming model for heterogeneous computing such as...
4 MIN READ
Nov 28, 2023

Simulating Realistic Traffic Behavior with a Bi-Level Imitation Learning AI Model

From last-minute cut-ins to impromptu U-turns, human drivers can be incredibly unpredictable. This unpredictability stems from the complex nature of human...
5 MIN READ
Image of GPU on black background with an artful spotlight.
Nov 27, 2023

New Risk Calculation Record in Financial Services with Dell Technologies and NVIDIA H100 System for HPC and AI

End clients are working on converged HPC quant finance and AI business solutions. Dell Technologies, along with NVIDIA, is uniquely positioned to accelerate...
7 MIN READ
Nov 21, 2023

Just Released: NVIDIA Modulus 23.11

Now available, NVIDIA Modulus 23.11 introduces a diffusion modeling framework and novel architectures.
1 MIN READ
A graphic of a computer sending code to multiple stacks.
Nov 21, 2023

Advanced API Performance: Intrinsics

Intrinsics can be thought of as higher-level abstractions of specific hardware instructions. They offer direct access to low-level operations or...
2 MIN READ
Nov 20, 2023

Early Bird Pricing Now Open for Hands-on Training at GTC

Register for expert-led technical workshops at NVIDIA GTC and save with early bird pricing through February 7, 2024.
1 MIN READ
An illustration representing HPC applications.
Nov 16, 2023

Unlock the Power of NVIDIA Grace and NVIDIA Hopper Architectures with Foundational HPC Software

High-performance computing (HPC) powers applications in simulation and modeling, healthcare and life sciences, industry and engineering, and more. In the modern...
7 MIN READ
Nov 14, 2023

Accelerating Ptychography Workflows with NVIDIA Holoscan at Diamond Light Source

Diamond Light Source is a world-renowned synchrotron facility in the UK that provides scientists with access to intense beams of x-rays, infrared, and other...
10 MIN READ
A windmill and solar panel illustration.
Nov 14, 2023

Energy Efficiency in High-Performance Computing: Balancing Speed and Sustainability

The world of computing is on the precipice of a seismic shift.  The demand for computing power, particularly in high-performance computing (HPC), is...
17 MIN READ

Conversational AI

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Nov 29, 2023

Boost Meeting Productivity with AI-Powered Note-Taking and Summarization

Meetings are the lifeblood of an organization. They foster collaboration and informed decision-making. They eliminate silos through brainstorming and...
6 MIN READ
Nov 27, 2023

Announcing HelpSteer: An Open-Source Dataset for Building Helpful LLMs

NVIDIA recently announced the NVIDIA NeMo SteerLM technique as part of the NVIDIA NeMo framework. This technique enables users to control large language model...
6 MIN READ
Nov 20, 2023

Early Bird Pricing Now Open for Hands-on Training at GTC

Register for expert-led technical workshops at NVIDIA GTC and save with early bird pricing through February 7, 2024.
1 MIN READ
Nov 17, 2023

Mastering LLM Techniques: Inference Optimization

Stacking transformer layers to create large models results in better accuracies, few-shot learning capabilities, and even near-human emergent abilities on a...
25 MIN READ
Nov 16, 2023

Mastering LLM Techniques: Training 

Large language models (LLMs) are a class of generative AI models built using transformer networks that can recognize, summarize, translate, predict, and...
15 MIN READ
Illustration representing LLMOps.
Nov 15, 2023

Mastering LLM Techniques: LLMOps

Businesses rely more than ever on data and AI to innovate, offer value to customers, and stay competitive. The adoption of machine learning (ML), created a need...
14 MIN READ
Nov 15, 2023

Best Practices for Securing LLM-Enabled Applications

Large language models (LLMs) provide a wide range of powerful enhancements to nearly any application that processes text. And yet they also introduce new risks,...
11 MIN READ
Nov 15, 2023

Deploy Large Language Models at the Edge with NVIDIA IGX Orin Developer Kit

As large language models (LLMs) become more powerful and techniques for reducing their computational requirements mature, two compelling questions emerge....
9 MIN READ
An illustration representing Nemotron-3-8b model family.
Nov 15, 2023

NVIDIA AI Foundation Models: Build Custom Enterprise Chatbots and Co-Pilots with Production-Ready LLMs

Large language models (LLMs) are revolutionizing data science, enabling advanced capabilities in natural language understanding, AI, and machine learning....
12 MIN READ
Elevate Enterprise Generative AI App Development with NVIDIA AI on Azure Machine Learning
Nov 15, 2023

Elevate Enterprise Generative AI App Development with NVIDIA AI on Azure Machine Learning

Generative AI is revolutionizing how organizations across all industries are leveraging data to increase productivity, advance personalized customer engagement,...
5 MIN READ
Nov 15, 2023

Build Custom Enterprise-Grade Generative AI with NVIDIA AI Foundation Models 

In the realm of generative AI, building enterprise-grade large language models (LLMs) requires expertise collecting high-quality data, setting up the...
9 MIN READ
Nov 13, 2023

Upcoming Webinar Series: How to Get Started With AI Inference

Join us for a series of expert-led talks where we'll explore a full-stack approach to AI inference and how to optimize the AI-inferencing workflow to lower...
1 MIN READ

Computer Vision / Video Analytics

See all
Dec 06, 2023

Develop and Optimize Vision AI Models for Trillions of Devices with NVIDIA TAO

With NVIDIA TAO Toolkit, developers around the world are building AI-powered visual perception and computer vision applications. Now the process is faster and...
3 MIN READ
Nov 28, 2023

Simulating Realistic Traffic Behavior with a Bi-Level Imitation Learning AI Model

From last-minute cut-ins to impromptu U-turns, human drivers can be incredibly unpredictable. This unpredictability stems from the complex nature of human...
5 MIN READ
Nov 26, 2023

Accelerate AI Workflows for 3D Medical Imaging with NVIDIA MONAI Cloud APIs

AI is increasingly being used to improve medical imaging for health screenings and risk assessments. Medical image segmentation, for example, provides vital...
4 MIN READ
An image of bottles in a manufacturing processing plant.
Nov 20, 2023

Transforming Industrial Defect Detection with NVIDIA TAO and Vision AI Models

Efficiency is paramount in industrial manufacturing, where even minor gains can have significant financial implications. According to the American Society of...
11 MIN READ
Nov 20, 2023

Early Bird Pricing Now Open for Hands-on Training at GTC

Register for expert-led technical workshops at NVIDIA GTC and save with early bird pricing through February 7, 2024.
1 MIN READ
Nov 17, 2023

Boosting Custom ROS Graphs Using NVIDIA Isaac Transport for ROS

NVIDIA Isaac Transport for ROS (NITROS) is the implementation of two hardware-acceleration features introduced with ROS 2 Humble-type adaptation and type...
11 MIN READ
Using Synthetic Data to Address Novel Viewpoints for AV Perception
Nov 13, 2023

Using Synthetic Data to Address Novel Viewpoints for Autonomous Vehicle Perception

Autonomous vehicles (AV) come in all shapes and sizes, ranging from small passenger cars to multi-axle semi-trucks. However, a perception algorithm deployed on...
7 MIN READ
Photo of Indian women working at computers in a lab.
Nov 08, 2023

Whole Human Brain Neuro-Mapping at Cellular Resolution on NVIDIA DGX

Whole human brain imaging of 100 brains at a cellular level within a 2-year timespan, and subsequent analysis and mapping, requires accelerated supercomputing...
9 MIN READ
Decorative image of a GPU with multiple images of demos issuing from it.
Nov 06, 2023

Webinar: Accelerate Edge AI Development with NVIDIA Metropolis APIs and Microservices on NVIDIA Jetson

Explore how Metropolis APIs and microservices on NVIDIA Jetson can significantly reduce vision AI development timelines from years to months.
1 MIN READ
Decorative image of a top-down view of a factory floor.
Nov 01, 2023

Workshop: Computer Vision for Industrial Inspection

In this instructor-led workshop, learn how to create an end-to-end hardware-accelerated industrial inspection pipeline to automate defect detection. Using real...
1 MIN READ
Oct 29, 2023

How to Train Autonomous Mobile Robots to Detect Warehouse Pallet Jacks Using Synthetic Data

Synthetic data can play a key role when training perception AI models that are deployed on autonomous mobile robots (AMRs). This process is becoming...
10 MIN READ
Oct 24, 2023

Webinar: Transform Your Vision AI Applications with Generative AI

Explore new generative AI models from NVIDIA that will have a major impact on your vision AI developer stack.
1 MIN READ

Data Science

See all
GIF of rotating protein structure.
Nov 29, 2023

Train Generative AI Models for Drug Discovery with NVIDIA BioNeMo Framework

NVIDIA BioNeMo Framework has been released and is now generally available to download on NGC, enabling researchers to build and deploy generative AI, large...
7 MIN READ
Stylized image of a person interacting with an input screen that provides data to a glowing cube, which in turn provides an output screen.
Nov 29, 2023

New Course: Introduction to Transformer-Based Natural Language Processing

Learn how transformers are used as the building blocks of modern large language models in this new self-paced course.
1 MIN READ
Illustration representing cybersecurity.
Nov 27, 2023

Bolstering Cybersecurity: How Large Language Models and Generative AI are Transforming Digital Security

Identity-based attacks are on the rise, with phishing remaining the most common and second-most expensive attack vector. Some attackers are using AI to craft...
9 MIN READ
An illustration representing HPC applications.
Nov 16, 2023

Unlock the Power of NVIDIA Grace and NVIDIA Hopper Architectures with Foundational HPC Software

High-performance computing (HPC) powers applications in simulation and modeling, healthcare and life sciences, industry and engineering, and more. In the modern...
7 MIN READ
Artistic rendition of a symbolic graph.
Nov 09, 2023

Accelerating Neurosymbolic AI with RAPIDS and Prometheux Vadalog Parallel

As the scale of available data continues to grow, so does the need for scalable and intelligent data processing systems to swiftly harness useful knowledge....
11 MIN READ
Decorative image of a computer screen against a purple background, with a dial on the side.
Nov 08, 2023

RAPIDS cuDF Accelerates pandas Nearly 150x with Zero Code Changes

NVIDIA announced that RAPIDS cuDF can now bring GPU acceleration to 9.5M million pandas users without requiring them to change their code. [stextbox...
5 MIN READ
Decorative image of concentric circles of light with linked points of light at the top.
Nov 08, 2023

Accelerating NetworkX on NVIDIA GPUs for High Performance Graph Analytics

NetworkX states in its documentation that it is “…a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of...
12 MIN READ
Illustration: CuPy faster than NumPy
Nov 06, 2023

ICYMI: Leveraging the Power of GPUs with CuPy in Python

See how KDNuggets achieved 500x speedup using CuPy and NVIDIA CUDA on 3D arrays.
1 MIN READ
Nov 01, 2023

CUDA Toolkit 12.3 Delivers New Features for Accelerated Computing

The latest release of CUDA Toolkit continues to push the envelope of accelerated computing performance using the latest NVIDIA GPUs. New features of this...
4 MIN READ
Photo of a scientist in a lab coat and holding a pipette working over a row of machines.
Oct 28, 2023

Accelerate Genomic Analysis for Any Sequencer with NVIDIA Parabricks v4.2

Parabricks version 4.2 has been released, furthering its mission to deliver unprecedented speed, cost-effectiveness, and accuracy in genomics sequencing...
7 MIN READ
Oct 24, 2023

Reduce Apache Spark ML Compute Costs with New Algorithms in Spark RAPIDS ML Library

Spark RAPIDS ML is an open-source Python package enabling NVIDIA GPU acceleration of PySpark MLlib. It offers PySpark MLlib DataFrame API compatibility and...
8 MIN READ
Oct 24, 2023

Efficient CUDA Debugging: Memory Initialization and Thread Synchronization with NVIDIA Compute Sanitizer

NVIDIA Compute Sanitizer (NCS) is a powerful tool that can save you time and effort while improving the reliability and performance of your CUDA...
13 MIN READ

Content Creation / Rendering

See all
Dec 04, 2023

Create Lifelike Avatars with AI Animation and Speech Features in NVIDIA ACE

NVIDIA today unveiled major upgrades to the NVIDIA Avatar Cloud Engine (ACE) suite of technologies, bringing enhanced realism and accessibility to AI-powered...
3 MIN READ
Nov 30, 2023

Webinar: Explore NVIDIA RTX Workflows with JSFILMZ

In this webinar, see how YouTube creator JSFILMZ uses NVIDIA RTX and how it enables him to iterate on creative ideas.
1 MIN READ
A graphic of a computer sending code to multiple stacks.
Nov 21, 2023

Advanced API Performance: Intrinsics

Intrinsics can be thought of as higher-level abstractions of specific hardware instructions. They offer direct access to low-level operations or...
2 MIN READ
Decorative image of blocks of light against a dark background.
Nov 21, 2023

Unlocking GPU Intrinsics in HLSL

There are some useful intrinsic functions in the NVIDIA GPU instruction set that are not included in standard graphics APIs. Updated from the original 2016 post...
9 MIN READ
Photo of Indian women working at computers in a lab.
Nov 08, 2023

Whole Human Brain Neuro-Mapping at Cellular Resolution on NVIDIA DGX

Whole human brain imaging of 100 brains at a cellular level within a 2-year timespan, and subsequent analysis and mapping, requires accelerated supercomputing...
9 MIN READ
Rainy alleyway at night with neon signs
Nov 06, 2023

Level Up Your Lighting: Q&A with Lighting Artist Ted Mebratu

NVIDIA recently caught up with veteran-level lighting artist Ted Mebratu to find out how he pushed real-time lighting to its limits with the Rainy Neon Lights...
3 MIN READ
Nov 03, 2023

Analyze, Visualize, and Optimize Real-World Processes with OpenUSD in FlexSim

For manufacturing and industrial enterprises, efficiency and precision are essential. To streamline operations, reduce costs, and enhance productivity,...
6 MIN READ
Decorative image of lights at night.
Nov 02, 2023

Webinar: Next-Gen Lighting with NVIDIA NvRTX

Learn how game developers can add leading-edge NVIDIA RTX technologies to Unreal Engine with custom branches.
1 MIN READ
Oct 31, 2023

New Workshop: Generative AI with Diffusion Models

Take a deep dive into denoising diffusion models, from building a U-Net to training a text-to-image model.
1 MIN READ
A graphic of a computer sending code to multiple stacks.
Oct 27, 2023

Advanced API Performance: Descriptors

By using descriptor types, you can bind resources to shaders and specify how those resources are accessed. This creates efficient communication between the CPU...
4 MIN READ
Decorative image of green transparent cube with tiered white lights inside.
Oct 22, 2023

Differentiable Slang: Example Applications

Differentiable Slang easily integrates with existing codebases—from Python, PyTorch, and CUDA to HLSL—to aid multiple computer graphics tasks and enable...
6 MIN READ
Oct 22, 2023

Differentiable Slang: A Shading Language for Renderers That Learn

NVIDIA just released a SIGGRAPH Asia 2023 research paper, SLANG.D: Fast, Modular and Differentiable Shader Programming. The paper shows how a single language...
12 MIN READ

Robotics

See all
Nov 28, 2023

Take the ‘AI Innovation Challenge’ and Unleash Your Creativity with NVIDIA Jetson 

NVIDIA and SparkFun invite developers to build innovative AI applications using the NVIDIA Jetson. Enter now.
1 MIN READ
Nov 28, 2023

Simulating Realistic Traffic Behavior with a Bi-Level Imitation Learning AI Model

From last-minute cut-ins to impromptu U-turns, human drivers can be incredibly unpredictable. This unpredictability stems from the complex nature of human...
5 MIN READ
Nov 17, 2023

Boosting Custom ROS Graphs Using NVIDIA Isaac Transport for ROS

NVIDIA Isaac Transport for ROS (NITROS) is the implementation of two hardware-acceleration features introduced with ROS 2 Humble-type adaptation and type...
11 MIN READ
Nov 15, 2023

Deploy Large Language Models at the Edge with NVIDIA IGX Orin Developer Kit

As large language models (LLMs) become more powerful and techniques for reducing their computational requirements mature, two compelling questions emerge....
9 MIN READ
Using Synthetic Data to Address Novel Viewpoints for AV Perception
Nov 13, 2023

Using Synthetic Data to Address Novel Viewpoints for Autonomous Vehicle Perception

Autonomous vehicles (AV) come in all shapes and sizes, ranging from small passenger cars to multi-axle semi-trucks. However, a perception algorithm deployed on...
7 MIN READ
Nov 07, 2023

CUDA-Accelerated Robot Motion Generation in Milliseconds with NVIDIA cuRobo

Real-time autonomous robot navigation powered by a fast motion-generation algorithm can enable applications in several industries such as food and services,...
3 MIN READ
Decorative image of a GPU with multiple images of demos issuing from it.
Nov 06, 2023

Webinar: Accelerate Edge AI Development with NVIDIA Metropolis APIs and Microservices on NVIDIA Jetson

Explore how Metropolis APIs and microservices on NVIDIA Jetson can significantly reduce vision AI development timelines from years to months.
1 MIN READ
Nov 03, 2023

Analyze, Visualize, and Optimize Real-World Processes with OpenUSD in FlexSim

For manufacturing and industrial enterprises, efficiency and precision are essential. To streamline operations, reduce costs, and enhance productivity,...
6 MIN READ
Oct 29, 2023

How to Train Autonomous Mobile Robots to Detect Warehouse Pallet Jacks Using Synthetic Data

Synthetic data can play a key role when training perception AI models that are deployed on autonomous mobile robots (AMRs). This process is becoming...
10 MIN READ
Oct 19, 2023

Bringing Generative AI to Life with NVIDIA Jetson

Recently, NVIDIA unveiled Jetson Generative AI Lab, which empowers developers to explore the limitless possibilities of generative AI in a real-world setting...
11 MIN READ
Oct 18, 2023

Boost Synthetic Data Generation with Low-Code Workflows in NVIDIA Omniverse Replicator 1.10

Data is the lifeblood of AI systems, which rely on robust datasets to learn and make predictions or decisions. For perception AI models specifically, it is...
5 MIN READ
Oct 18, 2023

Accelerate AI-Enabled Robotics with Advanced Simulation and Perception Tools on NVIDIA Isaac Platform

NVIDIA announced major updates to the NVIDIA Isaac Robotics platform today at ROSCon 2023. The platform delivers performant perception and high-fidelity...
7 MIN READ

Edge Computing

See all
Dec 06, 2023

Develop and Optimize Vision AI Models for Trillions of Devices with NVIDIA TAO

With NVIDIA TAO Toolkit, developers around the world are building AI-powered visual perception and computer vision applications. Now the process is faster and...
3 MIN READ
Nov 28, 2023

Take the ‘AI Innovation Challenge’ and Unleash Your Creativity with NVIDIA Jetson 

NVIDIA and SparkFun invite developers to build innovative AI applications using the NVIDIA Jetson. Enter now.
1 MIN READ
An image of bottles in a manufacturing processing plant.
Nov 20, 2023

Transforming Industrial Defect Detection with NVIDIA TAO and Vision AI Models

Efficiency is paramount in industrial manufacturing, where even minor gains can have significant financial implications. According to the American Society of...
11 MIN READ
Nov 17, 2023

Boosting Custom ROS Graphs Using NVIDIA Isaac Transport for ROS

NVIDIA Isaac Transport for ROS (NITROS) is the implementation of two hardware-acceleration features introduced with ROS 2 Humble-type adaptation and type...
11 MIN READ
Nov 15, 2023

Deploy Large Language Models at the Edge with NVIDIA IGX Orin Developer Kit

As large language models (LLMs) become more powerful and techniques for reducing their computational requirements mature, two compelling questions emerge....
9 MIN READ
Nov 14, 2023

Accelerating Ptychography Workflows with NVIDIA Holoscan at Diamond Light Source

Diamond Light Source is a world-renowned synchrotron facility in the UK that provides scientists with access to intense beams of x-rays, infrared, and other...
10 MIN READ
Nov 07, 2023

CUDA-Accelerated Robot Motion Generation in Milliseconds with NVIDIA cuRobo

Real-time autonomous robot navigation powered by a fast motion-generation algorithm can enable applications in several industries such as food and services,...
3 MIN READ
Decorative image of a GPU with multiple images of demos issuing from it.
Nov 06, 2023

Webinar: Accelerate Edge AI Development with NVIDIA Metropolis APIs and Microservices on NVIDIA Jetson

Explore how Metropolis APIs and microservices on NVIDIA Jetson can significantly reduce vision AI development timelines from years to months.
1 MIN READ
Oct 24, 2023

Webinar: Transform Your Vision AI Applications with Generative AI

Explore new generative AI models from NVIDIA that will have a major impact on your vision AI developer stack.
1 MIN READ
Oct 19, 2023

Bringing Generative AI to Life with NVIDIA Jetson

Recently, NVIDIA unveiled Jetson Generative AI Lab, which empowers developers to explore the limitless possibilities of generative AI in a real-world setting...
11 MIN READ
Oct 18, 2023

Webinar: Fast Track AI to the Edge with NVIDIA TAO and Edge Impulse

Discover the power of integrating NVIDIA TAO and Edge Impulse to accelerate AI deployment at the edge.
1 MIN READ
Oct 03, 2023

Event: NVIDIA Computer Vision Speaker Series

Discover how PepsiCo, Runway, SoftServe, and AWS used GPU-accelerated SDKs for their CV applications.
1 MIN READ

Data Center / Cloud

See all
An illustration showing the steps "LLM" then "Optimize" then "Deploy."
Dec 04, 2023

NVIDIA TensorRT-LLM Enhancements Deliver Massive Large Language Model Speedups on NVIDIA H200

Large language models (LLMs) have seen dramatic growth over the last year, and the challenge of delivering great user experiences depends on both high-compute...
5 MIN READ
Illustration representing NeMo Framework.
Dec 04, 2023

New NVIDIA NeMo Framework Features and NVIDIA H200 Supercharge LLM Training Performance and Versatility

The rapid growth in the size, complexity, and diversity of large language models (LLMs) continues to drive an insatiable need for AI training performance....
9 MIN READ
Photo of NVIDIA BlueField SuperNIC on a black background.
Dec 01, 2023

Explainer: What Is a SuperNIC?

A SuperNIC is a type of network accelerator for AI cloud data centers that delivers robust and seamless connectivity between GPU servers.
1 MIN READ
Nov 29, 2023

Boost Meeting Productivity with AI-Powered Note-Taking and Summarization

Meetings are the lifeblood of an organization. They foster collaboration and informed decision-making. They eliminate silos through brainstorming and...
6 MIN READ
Nov 29, 2023

Streamline Job Initialization and CPU-Based Tasks with NVIDIA Base Command Platform

NVIDIA Base Command Platform software service offers increasingly streamlined workflows for accelerating AI development. This post explains several recently...
4 MIN READ
Nov 28, 2023

One Giant Superchip for LLMs, Recommenders, and GNNs: Introducing NVIDIA GH200 NVL32

At AWS re:Invent 2023, AWS and NVIDIA announced that AWS will be the first cloud provider to offer NVIDIA GH200 Grace Hopper Superchips interconnected with...
9 MIN READ
Image of GPU on black background with an artful spotlight.
Nov 27, 2023

New Risk Calculation Record in Financial Services with Dell Technologies and NVIDIA H100 System for HPC and AI

End clients are working on converged HPC quant finance and AI business solutions. Dell Technologies, along with NVIDIA, is uniquely positioned to accelerate...
7 MIN READ
Nov 21, 2023

Just Released: NVIDIA Modulus 23.11

Now available, NVIDIA Modulus 23.11 introduces a diffusion modeling framework and novel architectures.
1 MIN READ
An illustration representing HPC applications.
Nov 16, 2023

Unlock the Power of NVIDIA Grace and NVIDIA Hopper Architectures with Foundational HPC Software

High-performance computing (HPC) powers applications in simulation and modeling, healthcare and life sciences, industry and engineering, and more. In the modern...
7 MIN READ
Illustration representing LLMOps.
Nov 15, 2023

Mastering LLM Techniques: LLMOps

Businesses rely more than ever on data and AI to innovate, offer value to customers, and stay competitive. The adoption of machine learning (ML), created a need...
14 MIN READ
An illustration representing Nemotron-3-8b model family.
Nov 15, 2023

NVIDIA AI Foundation Models: Build Custom Enterprise Chatbots and Co-Pilots with Production-Ready LLMs

Large language models (LLMs) are revolutionizing data science, enabling advanced capabilities in natural language understanding, AI, and machine learning....
12 MIN READ
Elevate Enterprise Generative AI App Development with NVIDIA AI on Azure Machine Learning
Nov 15, 2023

Elevate Enterprise Generative AI App Development with NVIDIA AI on Azure Machine Learning

Generative AI is revolutionizing how organizations across all industries are leveraging data to increase productivity, advance personalized customer engagement,...
5 MIN READ