Made in Chicago Company Directory

Simulation / Modeling / Design

Deep Learning Model Boosts Accuracy in Long-Range Weather and Climate Forecasting
Data Center / Cloud

NVIDIA Blackwell Doubles LLM Training Performance in MLPerf Training v4.1
Data Science

AI That ‘Hears’ Heart Disease May Help Vets Diagnose Dogs
Generative AI

3x Faster AllReduce with NVSwitch and TensorRT-LLM MultiShot
Computer Vision / Video Analytics

Deep Learning AI Model Identifies Breast Cancer Spread without Surgery

Recent

Code showing how to use epilogs with matrix multiplication in nvmath-python.

Nov 18, 2024

Fusing Epilog Operations with Matrix Multiplication Using nvmath-python

nvmath-python (Beta) is an open-source Python library, providing Python programmers with access to high-performance mathematical operations from NVIDIA CUDA-X...

8 MIN READ

Google QPU development enabling dynamics simulations

Nov 18, 2024

Accelerating Google’s QPU Development with New Quantum Dynamics Capabilities

Quantum dynamics describes how complex quantum systems evolve in time and interact with their surroundings. Simulating quantum dynamics is extremely difficult...

11 MIN READ

Nov 18, 2024

Accelerate Drug and Material Discovery with New Math Library NVIDIA cuEquivariance

AI models for science are often trained to make predictions about the workings of nature, such as predicting the structure of a biomolecule or the properties of...

8 MIN READ

Diagrammatic representation of the surface code an important quantum error correction code included in the CUDA-Q QEC library.

Nov 18, 2024

Introducing NVIDIA CUDA-QX Libraries for Accelerated Quantum Supercomputing

Accelerated quantum supercomputing combines the benefits of AI supercomputing with quantum processing units (QPUs) to develop solutions to some of the world’s...

14 MIN READ

Nov 18, 2024

NVIDIA Partners Accelerate Quantum Breakthroughs with AI Supercomputing

NVIDIA’s vision of accelerated quantum supercomputers integrates quantum hardware and AI supercomputing to turn today’s quantum processors into tomorrow’s...

8 MIN READ

Nov 18, 2024

Rapidly Create Real-Time Physics Digital Twins with NVIDIA Omniverse Blueprints

Everything that is manufactured is first simulated with advanced physics solvers. Real-time digital twins (RTDTs) are the cutting edge of computer-aided...

7 MIN READ

Nov 18, 2024

Revolutionizing AI-Driven Material Discovery Using NVIDIA ALCHEMI

AI has proven to be a force multiplier, helping to create a future where scientists can design entirely new materials, while engineers seamlessly transform...

11 MIN READ

A photo of two GPU clusters and another picture of four scientific computing workflows demonstrating computational fluid dynamics.

Nov 18, 2024

Effortlessly Scale NumPy from Laptops to Supercomputers with NVIDIA cuPyNumeric

Python is the most common programming language for data science, machine learning, and numerical computing. It continues to grow in popularity among scientists...

12 MIN READ

Nov 15, 2024

NVIDIA NIM 1.4 Ready to Deploy with 2.4x Faster Inference

The demand for ready-to-deploy high-performance inference is growing as generative AI reshapes industries. NVIDIA NIM provides production-ready microservice...

3 MIN READ

Nov 15, 2024

Streamlining AI Inference Performance and Deployment with NVIDIA TensorRT-LLM Chunked Prefill

In this blog post, we take a closer look at chunked prefill, a feature of NVIDIA TensorRT-LLM that increases GPU utilization and simplifies the deployment...

4 MIN READ

A cloud with a cybersecurity lock icon, surrounded by a sphere of connected nodes.

Nov 14, 2024

Exploring the Case of Super Protocol with Self-Sovereign AI and NVIDIA Confidential Computing

Confidential and self-sovereign AI is a new approach to AI development, training, and inference where the user’s data is decentralized, private, and...

15 MIN READ

Nov 14, 2024

Deep Learning Model Boosts Accuracy in Long-Range Weather and Climate Forecasting

Dale Durran, a professor in the Atmospheric Sciences Department at the University of Washington, introduces a breakthrough deep learning model that combines...

2 MIN READ

Inference Performance

See all

Nov 15, 2024

NVIDIA NIM 1.4 Ready to Deploy with 2.4x Faster Inference

The demand for ready-to-deploy high-performance inference is growing as generative AI reshapes industries. NVIDIA NIM provides production-ready microservice...

3 MIN READ

Nov 15, 2024

Streamlining AI Inference Performance and Deployment with NVIDIA TensorRT-LLM Chunked Prefill

In this blog post, we take a closer look at chunked prefill, a feature of NVIDIA TensorRT-LLM that increases GPU utilization and simplifies the deployment...

4 MIN READ

Nov 08, 2024

5x Faster Time to First Token with NVIDIA TensorRT-LLM KV Cache Early Reuse

In our previous blog post, we demonstrated how reusing the key-value (KV) cache by offloading it to CPU memory can accelerate time to first token (TTFT) by up...

5 MIN READ

Nov 01, 2024

3x Faster AllReduce with NVSwitch and TensorRT-LLM MultiShot

Deploying generative AI workloads in production environments where user numbers can fluctuate from hundreds to hundreds of thousands – and where input...

5 MIN READ

Oct 28, 2024

NVIDIA GH200 Superchip Accelerates Inference by 2x in Multiturn Interactions with Llama Models

Deploying large language models (LLMs) in production environments often requires making hard trade-offs between enhancing user interactivity and increasing...

7 MIN READ

Oct 09, 2024

NVIDIA Grace CPU Delivers World-Class Data Center Performance and Breakthrough Energy Efficiency

NVIDIA designed the NVIDIA Grace CPU to be a new kind of high-performance, data center CPU—one built to deliver breakthrough energy efficiency and optimized...

8 MIN READ

Oct 09, 2024

Boosting Llama 3.1 405B Throughput by Another 1.5x on NVIDIA H200 Tensor Core GPUs and NVLink Switch

The continued growth of LLMs capability, fueled by increasing parameter counts and support for longer contexts, has led to their usage in a wide variety of...

8 MIN READ

Sep 26, 2024

Low Latency Inference Chapter 2: Blackwell is Coming. NVIDIA GH200 NVL32 with NVLink Switch Gives Signs of Big Leap in Time to First Token Performance

Many of the most exciting applications of large language models (LLMs), such as interactive speech bots, coding co-pilots, and search, need to begin responding...

8 MIN READ

Sep 24, 2024

NVIDIA GH200 Grace Hopper Superchip Delivers Outstanding Performance in MLPerf Inference v4.1

In the latest round of MLPerf Inference – a suite of standardized, peer-reviewed inference benchmarks – the NVIDIA platform delivered outstanding...

7 MIN READ

Sep 05, 2024

Low Latency Inference Chapter 1: Up to 1.9x Higher Llama 3.1 Performance with Medusa on NVIDIA HGX H200 with NVLink Switch

As large language models (LLMs) continue to grow in size and complexity, multi-GPU compute is a must-have to deliver the low latency and high throughput that...

5 MIN READ

Aug 28, 2024

Boosting Llama 3.1 405B Performance up to 1.44x with NVIDIA TensorRT Model Optimizer on NVIDIA H200 GPUs

The Llama 3.1 405B large language model (LLM), developed by Meta, is an open-source community model that delivers state-of-the-art performance and supports a...

7 MIN READ

Generative AI

See all

Nov 18, 2024

Fusing Epilog Operations with Matrix Multiplication Using nvmath-python

nvmath-python (Beta) is an open-source Python library, providing Python programmers with access to high-performance mathematical operations from NVIDIA CUDA-X...

8 MIN READ

Nov 18, 2024

Accelerate Drug and Material Discovery with New Math Library NVIDIA cuEquivariance

AI models for science are often trained to make predictions about the workings of nature, such as predicting the structure of a biomolecule or the properties of...

8 MIN READ

Nov 14, 2024

Exploring the Case of Super Protocol with Self-Sovereign AI and NVIDIA Confidential Computing

Confidential and self-sovereign AI is a new approach to AI development, training, and inference where the user’s data is decentralized, private, and...

15 MIN READ

Nov 13, 2024

Expanding AI Agent Interface Options with 2D and 3D Digital Human Avatars

When interfacing with generative AI applications, users have multiple communication options—text, voice, or through digital avatars. Traditional chatbot...

5 MIN READ

Nov 13, 2024

Mastering LLM Techniques: Data Preprocessing

The advent of large language models (LLMs) marks a significant shift in how industries leverage AI to enhance operations and services. By automating routine...

14 MIN READ

Nov 13, 2024

Boost Alphafold2 Protein Structure Prediction with GPU-Accelerated MMseqs2

The ability to compare the sequences of multiple related proteins is a foundational task for many life science researchers. This is often done in the form of a...

9 MIN READ

Nov 13, 2024

NVIDIA Blackwell Doubles LLM Training Performance in MLPerf Training v4.1

As models grow larger and are trained on more data, they become more capable, making them more useful. To train these models quickly, more performance,...

8 MIN READ

A photo of a SoftBank mobile UE against a cloudless blue sky.

Nov 12, 2024

AI-RAN Goes Live and Unlocks a New AI Opportunity for Telcos

AI is transforming industries, enterprises, and consumer experiences in new ways. Generative AI models are moving towards reasoning, agentic AI is enabling new...

14 MIN READ

Dataloop and NVIDIA logos on a black background.

Nov 12, 2024

Spotlight: Dataloop Accelerates Multimodal Data Preparation Pipelines for LLMs with NVIDIA NIM

In the rapidly evolving landscape of AI, the preparation of high-quality datasets for large language models (LLMs) has become a critical challenge. It directly...

11 MIN READ

Nov 11, 2024

Developing a 172B LLM with Strong Japanese Capabilities Using NVIDIA Megatron-LM

Generative AI has the ability to create entirely new content that traditional machine learning (ML) methods struggle to produce. In the field of natural...

6 MIN READ

Nov 08, 2024

5x Faster Time to First Token with NVIDIA TensorRT-LLM KV Cache Early Reuse

In our previous blog post, we demonstrated how reusing the key-value (KV) cache by offloading it to CPU memory can accelerate time to first token (TTFT) by up...

5 MIN READ

Nov 06, 2024

State-of-the-Art Multimodal Generative AI Model Development with NVIDIA NeMo

Generative AI has rapidly evolved from text-based models to multimodal capabilities. These models perform tasks like image captioning and visual question...

6 MIN READ

Data Science

See all

Nov 18, 2024

Accelerate Drug and Material Discovery with New Math Library NVIDIA cuEquivariance

AI models for science are often trained to make predictions about the workings of nature, such as predicting the structure of a biomolecule or the properties of...

8 MIN READ

Nov 18, 2024

Revolutionizing AI-Driven Material Discovery Using NVIDIA ALCHEMI

AI has proven to be a force multiplier, helping to create a future where scientists can design entirely new materials, while engineers seamlessly transform...

11 MIN READ

Nov 18, 2024

Effortlessly Scale NumPy from Laptops to Supercomputers with NVIDIA cuPyNumeric

Python is the most common programming language for data science, machine learning, and numerical computing. It continues to grow in popularity among scientists...

12 MIN READ

Nov 14, 2024

Deep Learning Model Boosts Accuracy in Long-Range Weather and Climate Forecasting

Dale Durran, a professor in the Atmospheric Sciences Department at the University of Washington, introduces a breakthrough deep learning model that combines...

2 MIN READ

Nov 14, 2024

Faster Causal Inference on Large Datasets with NVIDIA RAPIDS

As consumer applications generate more data than ever before, enterprises are turning to causal inference methods for observational data to help shed light on...

4 MIN READ

Nov 13, 2024

NVIDIA RAPIDS 24.10 Introduces Accelerated NetworkX with Zero Code Change, Updates for UMAP and cuDF-Pandas

The RAPIDS v24.10 release takes another step forward in bringing accelerated computing to data scientists and developers with a seamless user experience. This...

8 MIN READ

Nov 13, 2024

Mastering LLM Techniques: Data Preprocessing

The advent of large language models (LLMs) marks a significant shift in how industries leverage AI to enhance operations and services. By automating routine...

14 MIN READ

Nov 13, 2024

Boost Alphafold2 Protein Structure Prediction with GPU-Accelerated MMseqs2

The ability to compare the sequences of multiple related proteins is a foundational task for many life science researchers. This is often done in the form of a...

9 MIN READ

Nov 12, 2024

AI That ‘Hears’ Heart Disease May Help Vets Diagnose Dogs

A new machine-learning algorithm that listens to digital heartbeat data could help veterinarians diagnose murmurs and early-stage heart disease in dogs....

3 MIN READ

Nov 08, 2024

5x Faster Time to First Token with NVIDIA TensorRT-LLM KV Cache Early Reuse

In our previous blog post, we demonstrated how reusing the key-value (KV) cache by offloading it to CPU memory can accelerate time to first token (TTFT) by up...

5 MIN READ

Nov 04, 2024

Discover New Biological Insights with Accelerated Pangenome Alignment in NVIDIA Parabricks

NVIDIA Parabricks is a scalable genomics analysis software suite that solves omics challenges with accelerated computing and deep learning to unlock new...

8 MIN READ

Nov 04, 2024

Frictionless Collaboration and Rapid Prototyping in Hybrid Environments with NVIDIA AI Workbench

NVIDIA AI Workbench is a free development environment manager that streamlines data science, AI, and machine learning (ML) projects on systems of choice. The...

10 MIN READ

Robotics

See all

Nov 06, 2024

Advancing Humanoid Robot Sight and Skill Development with NVIDIA Project GR00T

Humanoid robots present a multifaceted challenge at the intersection of mechatronics, control theory, and AI. The dynamics and control of humanoid robots are...

10 MIN READ

Nov 06, 2024

Spotlight: Galbot Builds a Large-Scale Dexterous Hand Dataset for Humanoid Robots Using NVIDIA Isaac Sim

Robotic dexterous grasping is a critical area of research and development, aimed at enabling robots to interact with and manipulate objects as flexibly as...

5 MIN READ

Decorative image of icons and a molecular structure in green.

Nov 04, 2024

Build a Video Search and Summarization Agent with NVIDIA AI Blueprint

This post was originally published July 29, 2024 but has been extensively revised with NVIDIA AI Blueprint information. Traditional video analytics applications...

11 MIN READ

Oct 30, 2024

Teaching Robots to Tackle Household Chores

Robotics could make everyday life easier by taking on repetitive or time-consuming tasks. At NVIDIA GTC 2024, researchers from Stanford University unveiled...

2 MIN READ

Oct 25, 2024

NVIDIA Showcases the Future of Intelligent Robots at CoRL 2024

From humanoids to policy, explore the work NVIDIA is bringing to the robotics community.

1 MIN READ

Oct 24, 2024

Powering the Next Wave of AI Robotics with Three Computers

NVIDIA has built three computers and accelerated development platforms to enable developers to create physical AI.

1 MIN READ

Oct 22, 2024

How to Calibrate Sensors with MSA Calibration Anywhere for NVIDIA Isaac Perceptor

Multimodal sensor calibration is critical for achieving sensor fusion for robotics, autonomous vehicles, mapping, and other perception-driven applications....

9 MIN READ

Oct 22, 2024

A Beginner’s Guide to Simulating and Testing Robots with ROS 2 and NVIDIA Isaac Sim

Physical AI-powered robots need to autonomously sense, plan, and perform complex tasks in the physical world. These include transporting and manipulating...

10 MIN READ

Decorative image of a person looking at a monitor, which has multiple brain scans displayed.

Oct 16, 2024

Treating Brain Disease with Brain-Machine Interactive Neuromodulation and NVIDIA Jetson

Neuromodulation is a technique that enhances or restores brain function by directly intervening in neural activity. It is commonly used to treat conditions like...

4 MIN READ

Oct 14, 2024

Advancing Surgical Robotics with AI-Driven Simulation and Digital Twin Technology

The integration of robotic surgical assistants (RSAs) in operating rooms offers substantial advantages for both surgeons and patient outcomes. Currently...

4 MIN READ

Sep 25, 2024

How AI and Robotics are Driving Agricultural Productivity and Sustainability

By 2030, John Deere aims for fully autonomous farming, addressing global challenges like labor shortages, sustainability, and food security. Their AI and...

2 MIN READ

Sep 23, 2024

Using Generative AI to Enable Robots to Reason and Act with ReMEmbR

Vision-language models (VLMs) combine the powerful language understanding of foundational LLMs with the vision capabilities of vision transformers (ViTs) by...

10 MIN READ

Simulation / Modeling / Design

See all

Nov 18, 2024

Accelerating Google’s QPU Development with New Quantum Dynamics Capabilities

Quantum dynamics describes how complex quantum systems evolve in time and interact with their surroundings. Simulating quantum dynamics is extremely difficult...

11 MIN READ

Nov 18, 2024

Accelerate Drug and Material Discovery with New Math Library NVIDIA cuEquivariance

AI models for science are often trained to make predictions about the workings of nature, such as predicting the structure of a biomolecule or the properties of...

8 MIN READ

Nov 18, 2024

Introducing NVIDIA CUDA-QX Libraries for Accelerated Quantum Supercomputing

Accelerated quantum supercomputing combines the benefits of AI supercomputing with quantum processing units (QPUs) to develop solutions to some of the world’s...

14 MIN READ

Nov 18, 2024

NVIDIA Partners Accelerate Quantum Breakthroughs with AI Supercomputing

NVIDIA’s vision of accelerated quantum supercomputers integrates quantum hardware and AI supercomputing to turn today’s quantum processors into tomorrow’s...

8 MIN READ

Nov 18, 2024

Rapidly Create Real-Time Physics Digital Twins with NVIDIA Omniverse Blueprints

Everything that is manufactured is first simulated with advanced physics solvers. Real-time digital twins (RTDTs) are the cutting edge of computer-aided...

7 MIN READ

Nov 18, 2024

Revolutionizing AI-Driven Material Discovery Using NVIDIA ALCHEMI

AI has proven to be a force multiplier, helping to create a future where scientists can design entirely new materials, while engineers seamlessly transform...

11 MIN READ

Nov 18, 2024

Effortlessly Scale NumPy from Laptops to Supercomputers with NVIDIA cuPyNumeric

Python is the most common programming language for data science, machine learning, and numerical computing. It continues to grow in popularity among scientists...

12 MIN READ

Nov 14, 2024

Deep Learning Model Boosts Accuracy in Long-Range Weather and Climate Forecasting

Dale Durran, a professor in the Atmospheric Sciences Department at the University of Washington, introduces a breakthrough deep learning model that combines...

2 MIN READ

Nov 14, 2024

Just Released: NVIDIA HPC SDK v24.11

The new release includes several enhancements to the Math Libraries and improvements for C++ programming.

1 MIN READ

Nov 13, 2024

Expanding AI Agent Interface Options with 2D and 3D Digital Human Avatars

When interfacing with generative AI applications, users have multiple communication options—text, voice, or through digital avatars. Traditional chatbot...

5 MIN READ

Screenshots of the Wandelbots NOVA interface.

Nov 07, 2024

Building Custom Robot Simulations with Wandelbots NOVA and NVIDIA Isaac Sim

Programming robots for real-world success requires a training process that accounts for unpredictable conditions, different surfaces, variations in object size,...

7 MIN READ

Nov 06, 2024

Advancing Humanoid Robot Sight and Skill Development with NVIDIA Project GR00T

Humanoid robots present a multifaceted challenge at the intersection of mechatronics, control theory, and AI. The dynamics and control of humanoid robots are...

10 MIN READ

Computer Vision / Video Analytics

See all

Nov 04, 2024

Build a Video Search and Summarization Agent with NVIDIA AI Blueprint

This post was originally published July 29, 2024 but has been extensively revised with NVIDIA AI Blueprint information. Traditional video analytics applications...

11 MIN READ

Oct 31, 2024

Deep Learning AI Model Identifies Breast Cancer Spread without Surgery

A new deep learning model could reduce the need for surgery when diagnosing whether cancer cells are spreading, including to nearby lymph nodes—also known as...

4 MIN READ

Close-up shot of a wolf howling. Courtesy of Pexels/patrice schoefolt.

Oct 29, 2024

AI-Powered Devices Track Howls to Save Wolves

A new cell-phone-sized device—which can be deployed in vast, remote areas—is using AI to identify and geolocate wildlife to help conservationists track...

5 MIN READ

Oct 24, 2024

Federated Learning in Autonomous Vehicles Using Cross-Border Training

Federated learning is revolutionizing the development of autonomous vehicles (AVs), particularly in cross-country scenarios where diverse data sources and...

10 MIN READ

Image of a car speeding on a road in the sunshine.

Oct 23, 2024

Optimizing the CV Pipeline in Automotive Vehicle Development Using the PVA Engine

In the field of automotive vehicle software development, more large-scale AI models are being integrated into autonomous vehicles. The models range from vision...

16 MIN READ

Oct 07, 2024

Accelerating Reality Capture Workflows with AI and NVIDIA RTX GPUs

Reality capture creates highly accurate, detailed, and immersive digital representations of environments. Innovations in site scanning and accelerated data...

10 MIN READ

Oct 07, 2024

Optimizing Microsoft Bing Visual Search with NVIDIA Accelerated Libraries

Microsoft Bing Visual Search enables people around the world to find content using photographs as queries. The heart of this capability is Microsoft's TuringMM...

11 MIN READ

Oct 07, 2024

Generate Image and Text Embeddings with NV-CLIP

NV-CLIP, a cutting-edge multimodal embeddings model for image and text, is now generally available.

1 MIN READ

Photo of an image scanner. Source: ORSI Academy.

Oct 07, 2024

Real-Time Surgical Guidance by Fusing Multi-Modal Imaging with NVIDIA Holoscan

Developers in the fields of image-guided surgery and surgical vision face unique challenges in creating systems and applications that can significantly improve...

7 MIN READ

An African farmer using an AI-powered chatbot on a cell phone asking a farming related question.

Sep 27, 2024

AI Chatbot Delivers Multilingual Support to African Farmers

Some of Africa’s most resource-constrained farmers are gaining access to on-demand, AI-powered advice through a multimodal chatbot that gives detailed...

4 MIN READ

Sep 25, 2024

How AI and Robotics are Driving Agricultural Productivity and Sustainability

By 2030, John Deere aims for fully autonomous farming, addressing global challenges like labor shortages, sustainability, and food security. Their AI and...

2 MIN READ

Sep 13, 2024

Improved Data Loading with Threads

Data loading is a critical aspect of deep learning workflows, whether you're focused on training or inference. However, it often presents a paradox: the need...

8 MIN READ

Content Creation / Rendering

See all

Collage of 12 different car and background images.

Oct 07, 2024

Producing Cinematic Content at Scale with a Generative AI-Enabled OpenUSD Pipeline

Producing commercials is resource-intensive, requiring physical locations and various props and setups to display products in different settings and...

7 MIN READ

Oct 02, 2024

Accelerating LLMs with llama.cpp on NVIDIA RTX Systems

The NVIDIA RTX AI for Windows PCs platform offers a thriving ecosystem of thousands of open-source models for application developers to leverage and integrate...

5 MIN READ

Oct 01, 2024

Revolutionizing Cloud Gaming and Graphics Rendering with NVIDIA GDN

Gaming has always pushed the boundaries of graphics hardware. The most popular games typically required robust GPU, CPU, and RAM resources on a user’s PC or...

7 MIN READ

Oct 01, 2024

Simplify and Scale AI-Powered MetaHuman Deployment with NVIDIA ACE and Unreal Engine 5

At Unreal Fest 2024, NVIDIA released new Unreal Engine 5 on-device plugins for NVIDIA ACE, making it easier to build and deploy AI-powered MetaHuman characters...

4 MIN READ

Sep 23, 2024

Just Released: Free OpenUSD Training Courses

Accelerate your OpenUSD workflows with this free curriculum for developers and 3D practitioners.

1 MIN READ

Two images of the same person, one looking away from the camera (before) and one looking directly at the camera (after). A label in the lower right says Texel.

Sep 16, 2024

Orchestrating Innovation at Scale with NVIDIA Maxine and Texel

The NVIDIA Maxine AI developer platform is a suite of NVIDIA NIM microservices, cloud-accelerated microservices, and SDKs that offer state-of-the-art features...

5 MIN READ

Sep 11, 2024

Enabling Customizable GPU-Accelerated Video Transcoding Pipelines

Today, over 80% of internet traffic is video. This content is generated by and consumed across various devices, including IoT gadgets, smartphones, computers,...

10 MIN READ

GIF of live stream being modified by NVIDIA Holoscan for Media.

Sep 09, 2024

Transform Live Media Pipelines with NVIDIA Holoscan for Media

NVIDIA Holoscan for Media is now ready to be used in live production, taking advantage of the best of both networking and GPU technologies. Holoscan for...

3 MIN READ

GIF of an image changing in response to the prompt.

Aug 30, 2024

Fast Inversion for Real-Time Image Editing with Text

Text-to-image diffusion models can generate diverse, high-fidelity images based on user-provided text prompts. They operate by mapping a random sample from a...

8 MIN READ

Aug 20, 2024

Deploy the First On-Device Small Language Model for Improved Game Character Roleplay

At Gamescom 2024, NVIDIA announced our first on-device small language model (SLM) for improving the conversation abilities of game characters. We also announced...

4 MIN READ

Image showing side by side comparison of person on webcam. Left side has the input with the user gazing off screen, the right side has the user’s background replaced with a scene of mountains and the user’s eyes are focused on the camera.

Aug 12, 2024

Elevating Video Communication with the NVIDIA Maxine AI Developer Platform and VideoRequest

Effective video communication is important for everyone who communicates online. For businesses, educators, and content creators, it is vital. NVIDIA Maxine is...

5 MIN READ

Jul 31, 2024

Shader Debugging Made Easy with NVIDIA Nsight Graphics

Shaders are specialized programs that run on the GPU that manipulate rays, pixels, vertices, and textures to achieve unique visual effects. With shaders, you...

8 MIN READ

Conversational AI

See all

Oct 28, 2024

Creating RAG-Based Question-and-Answer LLM Workflows at NVIDIA

The rapid development of solutions using retrieval augmented generation (RAG) for question-and-answer LLM workflows has led to new types of system...

11 MIN READ

Oct 23, 2024

Three Building Blocks for Creating AI Virtual Assistants for Customer Service with an NVIDIA AI Blueprint

In today's fast-paced business environment, providing exceptional customer service is no longer just a nice-to-have—it's a necessity. Whether addressing...

10 MIN READ

Oct 22, 2024

Scaling LLMs with NVIDIA Triton and NVIDIA TensorRT-LLM Using Kubernetes

Large language models (LLMs) have been widely used for chatbots, content generation, summarization, classification, translation, and more. State-of-the-art LLMs...

16 MIN READ

Oct 21, 2024

IBM’s New Granite 3.0 Generative AI Models Are Small, Yet Highly Accurate and Efficient

Today, IBM released the third generation of IBM Granite, a collection of open language models and complementary tools. Prior generations of Granite focused on...

5 MIN READ

Oct 16, 2024

Simplify AI Application Development with NVIDIA Cloud Native Stack

In the rapidly evolving landscape of AI and data science, the demand for scalable, efficient, and flexible infrastructure has never been higher. Traditional...

5 MIN READ

Avatars of a patient in a bed with a doctor sitting at a desk in another location, looking at a computer screen.

Oct 01, 2024

Evaluating Medical RAG with NVIDIA AI Endpoints and Ragas

In the rapidly evolving field of medicine, the integration of cutting-edge technologies is crucial for enhancing patient care and advancing research. One such...

11 MIN READ

Sep 26, 2024

Low Latency Inference Chapter 2: Blackwell is Coming. NVIDIA GH200 NVL32 with NVLink Switch Gives Signs of Big Leap in Time to First Token Performance

Many of the most exciting applications of large language models (LLMs), such as interactive speech bots, coding co-pilots, and search, need to begin responding...

8 MIN READ

Sep 25, 2024

Build a Digital Human Interface for AI Apps with an NVIDIA NIM Agent Blueprint

Providing customers with quality service remains a top priority for businesses across industries, from answering questions and troubleshooting issues to...

5 MIN READ

Sep 25, 2024

Deploying Accelerated Llama 3.2 from the Edge to the Cloud

Expanding the open-source Meta Llama collection of models, the Llama 3.2 collection includes vision language models (VLMs), small language models (SLMs), and an...

6 MIN READ

Sep 24, 2024

Accelerating Leaderboard-Topping ASR Models 10x with NVIDIA NeMo

NVIDIA NeMo has consistently developed automatic speech recognition (ASR) models that set the benchmark in the industry, particularly those topping the Hugging...

13 MIN READ

Sep 18, 2024

Quickly Voice Your Apps with NVIDIA NIM Microservices for Speech and Translation

NVIDIA NIM, part of NVIDIA AI Enterprise, provides containers to self-host GPU-accelerated inferencing microservices for pretrained and customized AI models...

11 MIN READ

Decorative image of a robot next to several NVIDIA icons.

Sep 17, 2024

Optimizing Data Center Performance with AI Agents and the OODA Loop Strategy

For any data center, operating large, complex GPU clusters is not for the faint of heart! There is a tremendous amount of complexity. Cooling, power,...

12 MIN READ

Edge Computing

See all

Nov 14, 2024

NVIDIA DOCA 2.9 Enhances AI and Cloud Computing Infrastructure with New Performance and Security Features

NVIDIA DOCA enhances the capabilities of NVIDIA networking platforms by providing a comprehensive software framework for developers to leverage hardware...

9 MIN READ

Oct 29, 2024

AI-Powered Devices Track Howls to Save Wolves

A new cell-phone-sized device—which can be deployed in vast, remote areas—is using AI to identify and geolocate wildlife to help conservationists track...

5 MIN READ

Oct 24, 2024

Powering the Next Wave of AI Robotics with Three Computers

NVIDIA has built three computers and accelerated development platforms to enable developers to create physical AI.

1 MIN READ

Oct 21, 2024

AI Accurately Forecasts Extreme Weather Up to 23 Days Ahead

New research from the University of Washington is refining AI weather models using deep learning for more accurate predictions and longer-term forecasts. The...

3 MIN READ

Oct 16, 2024

Maximizing Energy and Power Efficiency in Applications with NVIDIA GPUs

As the demand for high-performance computing (HPC) and AI applications grows, so does the importance of energy efficiency. NVIDIA Principal Developer Technology...

2 MIN READ

Oct 16, 2024

Treating Brain Disease with Brain-Machine Interactive Neuromodulation and NVIDIA Jetson

Neuromodulation is a technique that enhances or restores brain function by directly intervening in neural activity. It is commonly used to treat conditions like...

4 MIN READ

Oct 08, 2024

Bringing AI-RAN to a Telco Near You

Inferencing for generative AI and AI agents will drive the need for AI compute infrastructure to be distributed from edge to central clouds. IDC predicts that...

14 MIN READ

Oct 07, 2024

Real-Time Surgical Guidance by Fusing Multi-Modal Imaging with NVIDIA Holoscan

Developers in the fields of image-guided surgery and surgical vision face unique challenges in creating systems and applications that can significantly improve...

7 MIN READ

An image of Antarctica with moss growing. Featured image credit Dr. Krystal Randall

Oct 03, 2024

AI Investigates Antarctica's Disappearing Moss to Uncover Climate Change Clues

Antarctica plays a crucial role in regulating ‌Earth’s climate. Most climate research into the world’s coldest, most windswept continent focuses on the...

5 MIN READ

Sep 25, 2024

How AI and Robotics are Driving Agricultural Productivity and Sustainability

By 2030, John Deere aims for fully autonomous farming, addressing global challenges like labor shortages, sustainability, and food security. Their AI and...

2 MIN READ

Sep 24, 2024

Developing Next-Generation Wireless Networks with NVIDIA Aerial Omniverse Digital Twin

The journey to 6G has begun, offering opportunities to deliver a network infrastructure that is performant, efficient, resilient, and adaptable. 6G networks...

9 MIN READ

Sep 23, 2024

Using Generative AI to Enable Robots to Reason and Act with ReMEmbR

Vision-language models (VLMs) combine the powerful language understanding of foundational LLMs with the vision capabilities of vision transformers (ViTs) by...

10 MIN READ

Data Center / Cloud

See all

Nov 18, 2024

Fusing Epilog Operations with Matrix Multiplication Using nvmath-python

nvmath-python (Beta) is an open-source Python library, providing Python programmers with access to high-performance mathematical operations from NVIDIA CUDA-X...

8 MIN READ

Nov 15, 2024

NVIDIA NIM 1.4 Ready to Deploy with 2.4x Faster Inference

The demand for ready-to-deploy high-performance inference is growing as generative AI reshapes industries. NVIDIA NIM provides production-ready microservice...

3 MIN READ

Nov 15, 2024

Streamlining AI Inference Performance and Deployment with NVIDIA TensorRT-LLM Chunked Prefill

In this blog post, we take a closer look at chunked prefill, a feature of NVIDIA TensorRT-LLM that increases GPU utilization and simplifies the deployment...

4 MIN READ

Nov 14, 2024

Exploring the Case of Super Protocol with Self-Sovereign AI and NVIDIA Confidential Computing

Confidential and self-sovereign AI is a new approach to AI development, training, and inference where the user’s data is decentralized, private, and...

15 MIN READ

Nov 14, 2024

NVIDIA DOCA 2.9 Enhances AI and Cloud Computing Infrastructure with New Performance and Security Features

NVIDIA DOCA enhances the capabilities of NVIDIA networking platforms by providing a comprehensive software framework for developers to leverage hardware...

9 MIN READ

Nov 13, 2024

NVIDIA Blackwell Doubles LLM Training Performance in MLPerf Training v4.1

As models grow larger and are trained on more data, they become more capable, making them more useful. To train these models quickly, more performance,...

8 MIN READ

Connected icons on a purple and gray background.

Nov 12, 2024

Spotlight: Accelerating into AI with VDI

The key to starting in AI may be right under your nose. It’s all about seeing the potential in the tools and resources that you already have. Adopt a crawl,...

5 MIN READ

Nov 04, 2024

Discover New Biological Insights with Accelerated Pangenome Alignment in NVIDIA Parabricks

NVIDIA Parabricks is a scalable genomics analysis software suite that solves omics challenges with accelerated computing and deep learning to unlock new...

8 MIN READ

Nov 04, 2024

Frictionless Collaboration and Rapid Prototyping in Hybrid Environments with NVIDIA AI Workbench

NVIDIA AI Workbench is a free development environment manager that streamlines data science, AI, and machine learning (ML) projects on systems of choice. The...

10 MIN READ

Oct 28, 2024

NVIDIA GH200 Superchip Accelerates Inference by 2x in Multiturn Interactions with Llama Models

Deploying large language models (LLMs) in production environments often requires making hard trade-offs between enhancing user interactivity and increasing...

7 MIN READ

Oct 24, 2024

Bridging the CUDA C++ Ecosystem and Python Developers with Numbast

By enabling CUDA kernels to be written in Python similar to how they can be implemented within C++, Numba bridges the gap between the Python ecosystem and the...

8 MIN READ

Oct 24, 2024

Spotlight: Accelerating HPC in Energy with AWS Energy HPC Orchestrator and NVIDIA Energy Samples

The energy industry’s digital transformation requires a substantial increase in computational demands for key HPC workloads and applications. This trend is...

13 MIN READ