Recent

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Sep 17, 2024

Accelerating Oracle Database Gen AI Workloads with NVIDIA NIM and NVIDIA cuVS

The vast majority of the world's data remains untapped, and enterprises are looking to generate value from this data by creating the next wave of generative AI...
6 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
Sep 17, 2024

Polars GPU Engine Powered by RAPIDS cuDF Now Available in Open Beta

Today, Polars released a new GPU engine powered by RAPIDS cuDF that accelerates Polars workflows up to 13x on NVIDIA GPUs, allowing data scientists to process...
4 MIN READ
Sep 16, 2024

Generate code with Abacus AI’s Dracarys Large Language Model

Dracarys, fine-tuned from Llama 3.1 70B and available from NVIDIA NIM microservice, supports a variety of applications, including data analysis, text...
1 MIN READ
Decorative image of a cube of green cubes, surrounded by other cubes on a dark background.
Sep 16, 2024

Memory Efficiency, Faster Initialization, and Cost Estimation with NVIDIA Collective Communications Library 2.22

For the past few months, the NVIDIA Collective Communications Library (NCCL) developers have been working hard on a set of new library features and bug fixes....
8 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
Decorative image
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
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
Sep 11, 2024

Spotlight: xpander AI Equips NVIDIA NIM Applications with Agentic Tools

Equipping agentic AI applications with tools will usher in the next phase of AI. By enabling autonomous agents and other AI applications to fetch real-time...
11 MIN READ
Sep 11, 2024

Processing One Billion Rows of Data with RAPIDS cuDF pandas Accelerator Mode

The One Billion Row Challenge is a fun benchmark to showcase basic data processing operations. It was originally launched as a pure-Java competition, and has...
11 MIN READ
An image of a person working in a greenhouse.
Sep 11, 2024

AI Tool Helps Farmers Combat Crop Loss and Climate Change

Machine Learning algorithms are beginning to revolutionize modern agriculture. Enabling farmers to combat pests and diseases in real time, the technology is...
3 MIN READ
An illustration representing CUDA.
Sep 11, 2024

Advanced Strategies for High-Performance GPU Programming with NVIDIA CUDA

Stephen Jones, a leading expert and distinguished NVIDIA CUDA architect, offers his guidance and insights with a deep dive into the complexities of mapping...
2 MIN READ

Generative AI / LLMs

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Sep 17, 2024

Accelerating Oracle Database Gen AI Workloads with NVIDIA NIM and NVIDIA cuVS

The vast majority of the world's data remains untapped, and enterprises are looking to generate value from this data by creating the next wave of generative AI...
6 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
Sep 16, 2024

Generate code with Abacus AI’s Dracarys Large Language Model

Dracarys, fine-tuned from Llama 3.1 70B and available from NVIDIA NIM microservice, supports a variety of applications, including data analysis, text...
1 MIN READ
Decorative image
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
Sep 11, 2024

Spotlight: xpander AI Equips NVIDIA NIM Applications with Agentic Tools

Equipping agentic AI applications with tools will usher in the next phase of AI. By enabling autonomous agents and other AI applications to fetch real-time...
11 MIN READ
Decorative image of light fields in green, purple, and blue.
Sep 11, 2024

Constant Time Launch for Straight-Line CUDA Graphs and Other Performance Enhancements

CUDA Graphs are a way to define and batch GPU operations as a graph rather than a sequence of stream launches. A CUDA Graph groups a set of CUDA kernels and...
8 MIN READ
NVIDIA NeMo Curator icon on a purple background.
Sep 10, 2024

Streamlining Data Processing for Domain Adaptive Pretraining with NVIDIA NeMo Curator

Domain-adaptive pretraining (DAPT) of large language models (LLMs) is an important step towards building domain-specific models. These models demonstrate...
16 MIN READ
Illustration showing models and NeMo.
Sep 10, 2024

Post-Training Quantization of LLMs with NVIDIA NeMo and NVIDIA TensorRT Model Optimizer

As large language models (LLMs) are becoming even bigger, it is increasingly important to provide easy-to-use and efficient deployment paths because the cost of...
10 MIN READ
Sep 06, 2024

Using Generative AI Models in Circuit Design

Generative models have been making big waves in the past few years, from intelligent text-generating large language models (LLMs) to creative image and...
7 MIN READ
Sep 05, 2024

Achieving State-of-the-Art Zero-Shot Waveform Audio Generation across Audio Types

Stunning audio content is an essential component of virtual worlds. Audio generative AI plays a key role in creating this content, and NVIDIA is continuously...
6 MIN READ
Image of an HGX H200
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
Image of a person taking a hands-on lab at GTC
Sep 04, 2024

Hands-On Training at NVIDIA AI Summit in Washington, DC

Immerse yourself in NVIDIA technology with our full-day, hands-on technical workshops at our AI Summit in Washington D.C. on October 7, 2024.
1 MIN READ

AI Foundation Models

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Aug 21, 2024

Mistral-NeMo-Minitron 8B Foundation Model Delivers Unparalleled Accuracy

Last month, NVIDIA and Mistral AI unveiled Mistral NeMo 12B, a leading state-of-the-art large language model (LLM). Mistral NeMo 12B consistently outperforms...
5 MIN READ
Jul 29, 2024

Fast-Track Robot Learning in Simulation Using NVIDIA Isaac Lab

Robots need to be adaptable, readily learning new skills and adjusting to their surroundings. Yet traditional training methods can limit a robot’s ability to...
7 MIN READ
Decorative image of a model with multiple apps.
Jul 26, 2024

Power Text-Generation Applications with Mistral NeMo 12B Running on a Single GPU

NVIDIA collaborated with Mistral to co-build the next-generation language model that achieves leading performance across benchmarks in its class. With a growing...
6 MIN READ
Jun 28, 2024

Transforming Financial Analysis with NVIDIA NIM

In financial services, portfolio managers and research analysts diligently sift through vast amounts of data to gain a competitive edge in investments. Making...
13 MIN READ
Jun 24, 2024

Addressing Medical Imaging Limitations with Synthetic Data Generation

Synthetic data in medical imaging offers numerous benefits, including the ability to augment datasets with diverse and realistic images where real data is...
9 MIN READ
Jun 10, 2024

SOLAR-10.7B: Optimized Model Tailored Instruction Following, Reasoning, and Mathematical Tasks

Enhance efficiency and performance in instruction-based NLP tasks with SOLAR-10.7B, especially in following instructions, reasoning, and mathematical tasks.
1 MIN READ
Jun 03, 2024

Breeze-7B: LLM Specialized for Traditional Chinese

The model demonstrates strong performance for tasks such as Q&A, multi-round chat, and summarization in both traditional Chinese and English.
1 MIN READ
Jun 03, 2024

BGE-M3: Advanced Multilingual Text Retrieval Model

Experience the versatile embedding model designed for multilingual, multi-functional, and multi-granularity text retrieval tasks, excelling in dense,...
1 MIN READ
May 30, 2024

Convert Natural Language to Code with CodeGemma

Experience the advanced LLM API for code generation, completion, mathematical reasoning, and instruction following with free cloud credits.
1 MIN READ
May 14, 2024

Generate Text Responses from Visual and Text Inputs with Google's New PaliGemma Model

With free NVIDIA cloud credits, you can start testing the model at scale on the API Catalog.
1 MIN READ
May 13, 2024

Regional LLMs SEA-LION and SeaLLM Serve Languages and Cultures of Southeast Asia

At the recent World Governments Summit in Dubai, NVIDIA CEO Jensen Huang emphasized the importance of sovereign AI, which refers to a nation’s capability to...
3 MIN READ
Apr 30, 2024

Leverage Mixture of Experts-Based DBRX for Superior LLM Performance on Diverse Tasks

This week’s model release features DBRX, a state-of-the-art large language model (LLM) developed by Databricks. With demonstrated strength in programming and...
3 MIN READ

Simulation / Modeling / Design

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Decorative image of a cube of green cubes, surrounded by other cubes on a dark background.
Sep 16, 2024

Memory Efficiency, Faster Initialization, and Cost Estimation with NVIDIA Collective Communications Library 2.22

For the past few months, the NVIDIA Collective Communications Library (NCCL) developers have been working hard on a set of new library features and bug fixes....
8 MIN READ
Decorative image of light fields in green, purple, and blue.
Sep 11, 2024

Constant Time Launch for Straight-Line CUDA Graphs and Other Performance Enhancements

CUDA Graphs are a way to define and batch GPU operations as a graph rather than a sequence of stream launches. A CUDA Graph groups a set of CUDA kernels and...
8 MIN READ
Sep 09, 2024

Spotlight: Shell Accelerates CO2 Storage Modeling 100,000x Using NVIDIA Modulus

As the world faces the urgent need to combat climate change, carbon capture and storage (CCS) has emerged as a crucial technology for achieving net-zero...
7 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
Sep 06, 2024

Enhancing Application Portability and Compatibility across New Platforms Using NVIDIA Magnum IO NVSHMEM 3.0

NVSHMEM is a parallel programming interface that provides efficient and scalable communication for NVIDIA GPU clusters. Part of NVIDIA Magnum IO and based on...
7 MIN READ
Sep 06, 2024

Using Generative AI Models in Circuit Design

Generative models have been making big waves in the past few years, from intelligent text-generating large language models (LLMs) to creative image and...
7 MIN READ
Sep 03, 2024

Real-Time Neural Receivers Drive AI-RAN Innovation

Today’s 5G New Radio (5G NR) wireless communication systems rely on highly optimized signal processing algorithms to reconstruct transmitted messages from...
11 MIN READ
Aug 29, 2024

Spotlight: clicOH Accelerates Last-Mile Delivery 20x with NVIDIA cuOpt

Driven by shifts in consumer behavior and the pandemic, e-commerce continues its explosive growth and transformation. As a result, logistics and transportation...
3 MIN READ
Aug 27, 2024

Simplifying Camera Calibration to Enhance AI-Powered Multi-Camera Tracking

This post is the third in a series on building multi-camera tracking vision AI applications. We introduce the overall end-to-end workflow and fine-tuning...
12 MIN READ
10 coreset representation of a 1K dataset with coresets as smaller and larger stars according to weight.
Aug 26, 2024

CUDA-Q Enabled Resource Reduction for Quantum Clustering Algorithms

Quantum computers can use the quantum properties of superposition, entanglement, and interference to generalize learnings and insights from data. Such quantum...
7 MIN READ
Still from the MechaBREAK game.
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
Aug 14, 2024

Video: Build Live Media Applications for AI-Enabled Infrastructure with NVIDIA Holoscan for Media

NVIDIA Holoscan for Media is a software-defined, AI-enabled platform that enables live video pipelines to run on the same infrastructure as AI.  This video...
1 MIN READ

Robotics

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Aug 27, 2024

Simplifying Camera Calibration to Enhance AI-Powered Multi-Camera Tracking

This post is the third in a series on building multi-camera tracking vision AI applications. We introduce the overall end-to-end workflow and fine-tuning...
12 MIN READ
Decorative image of icons and a molecular structure in green.
Jul 29, 2024

Build VLM-Powered Visual AI Agents Using NVIDIA NIM and NVIDIA VIA Microservices

Traditional video analytics applications and their development workflow are typically built on fixed-function, limited models that are designed to detect and...
10 MIN READ
Jul 29, 2024

Fast-Track Robot Learning in Simulation Using NVIDIA Isaac Lab

Robots need to be adaptable, readily learning new skills and adjusting to their surroundings. Yet traditional training methods can limit a robot’s ability to...
7 MIN READ
Jul 18, 2024

Webinar: Improving Robot Uptime Featuring Nav2 Autonomous Docking with NVIDIA Isaac ROS

Join Isaac ROS engineers and the founder of Open Navigation to explore the new Nav2 autonomous docking feature.
1 MIN READ
Jul 11, 2024

Training Sim-to-Real Transferable Robotic Assembly Skills over Diverse Geometries

Most objects in home and industrial settings consist of multiple parts that must be assembled. While human workers typically perform assembly, in certain...
10 MIN READ
Jul 11, 2024

Spotlight: Siemens Energy Accelerates Power Grid Asset Simulation 10,000x Using NVIDIA Modulus

The world’s energy system is increasingly complex and distributed due to increasing renewable energy generation, decentralization of energy resources, and...
9 MIN READ
Decorative image of workflow steps.
Jul 10, 2024

Enhance Multi-Camera Tracking Accuracy by Fine-Tuning AI Models with Synthetic Data

Large-scale, use–case-specific synthetic data has become increasingly important in real-world computer vision and AI workflows. That’s because digital twins...
14 MIN READ
Jun 25, 2024

AI-Enhanced Navigation Charts Safer Waters for Massive Ships

Maritime startup Orca AI is pioneering safety at sea with its AI-powered navigation system, which provides real-time video processing to help crews make...
5 MIN READ
Jun 24, 2024

Real-Time Vision AI From Digital Twins to Cloud-Native Deployment with NVIDIA Metropolis Microservices and NVIDIA Isaac Sim

As vision AI complexity increases, streamlined deployment solutions are crucial to optimizing spaces and processes. NVIDIA accelerates development, turning...
13 MIN READ
Jun 17, 2024

Closing the Sim-to-Real Gap: Training Spot Quadruped Locomotion with NVIDIA Isaac Lab

Developing effective locomotion policies for quadrupeds poses significant challenges in robotics due to the complex dynamics involved. Training quadrupeds to...
12 MIN READ
Jun 17, 2024

Supercharge Robotics Workflows with AI and Simulation Using NVIDIA Isaac Sim 4.0 and NVIDIA Isaac Lab

The era of AI robots powered by physical AI has arrived. Physical AI models understand their environments and autonomously complete complex tasks in the...
11 MIN READ
Jun 14, 2024

Level Up Your Skills with Five New NVIDIA Technical Courses

With AI introducing an unprecedented pace of technological innovation, staying ahead means keeping your skills up to date. The NVIDIA Developer Program gives...
4 MIN READ

Computer Vision / Video Analytics

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Decorative image
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
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
An image of a person working in a greenhouse.
Sep 11, 2024

AI Tool Helps Farmers Combat Crop Loss and Climate Change

Machine Learning algorithms are beginning to revolutionize modern agriculture. Enabling farmers to combat pests and diseases in real time, the technology is...
3 MIN READ
A satellite in space with earth in the background.
Sep 09, 2024

High-Tech AI Framework Transforms Global Marine Pollution Tracking

An AI-powered remote sensing study offers a dynamic new tool for global ocean cleanup efforts. Detailed in the ISPRS Journal of Photogrammetry and Remote...
4 MIN READ
Digitized cancer cell slides.
Sep 05, 2024

AI-Powered Platform Advances Personalized Cancer Diagnostics and Treatments

A recent study introduced a cutting-edge AI-powered pathology platform that can help doctors diagnose and evaluate lung cancer in patients quickly and...
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
GIF shows multiple photos and images selected within the photos according to a prompt, such as "person with glasses" or "tallest cat."
Aug 28, 2024

New Foundational Models and Training Capabilities with NVIDIA TAO 5.5

NVIDIA TAO is a framework designed to simplify and accelerate the development and deployment of AI models. It enables you to use pretrained models, fine-tune...
13 MIN READ
Aug 27, 2024

Simplifying Camera Calibration to Enhance AI-Powered Multi-Camera Tracking

This post is the third in a series on building multi-camera tracking vision AI applications. We introduce the overall end-to-end workflow and fine-tuning...
12 MIN READ
Aug 19, 2024

Webinar: Build Visual AI Agents With Generative AI and NVIDIA NIM

Learn how to build high-performance solutions with NVIDIA visual AI agents that help streamline operations across a range of industries.
1 MIN READ
A GIF of a person using SPICA.
Aug 12, 2024

Interactive AI Tool Delivers Immersive Video Content to Blind and Low-Vision Viewers

New research aims to revolutionize video accessibility for blind or low-vision (BLV) viewers with an AI-powered system that gives users the ability to explore...
4 MIN READ
An aerial view of a shark swimming.
Aug 06, 2024

​​Real-Time AI Shark Detection is Boosting Beach Safety

California beaches are becoming safer with a new AI-powered shark detection system. Known as SharkEye, the technology identifies sharks near shorelines in real...
2 MIN READ
Decorative image of icons and a molecular structure in green.
Jul 29, 2024

Build VLM-Powered Visual AI Agents Using NVIDIA NIM and NVIDIA VIA Microservices

Traditional video analytics applications and their development workflow are typically built on fixed-function, limited models that are designed to detect and...
10 MIN READ

Data Science

See all
Sep 17, 2024

Polars GPU Engine Powered by RAPIDS cuDF Now Available in Open Beta

Today, Polars released a new GPU engine powered by RAPIDS cuDF that accelerates Polars workflows up to 13x on NVIDIA GPUs, allowing data scientists to process...
4 MIN READ
Decorative image
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
Sep 11, 2024

Processing One Billion Rows of Data with RAPIDS cuDF pandas Accelerator Mode

The One Billion Row Challenge is a fun benchmark to showcase basic data processing operations. It was originally launched as a pure-Java competition, and has...
11 MIN READ
An illustration representing CUDA.
Sep 11, 2024

Advanced Strategies for High-Performance GPU Programming with NVIDIA CUDA

Stephen Jones, a leading expert and distinguished NVIDIA CUDA architect, offers his guidance and insights with a deep dive into the complexities of mapping...
2 MIN READ
NVIDIA NeMo Curator icon on a purple background.
Sep 10, 2024

Streamlining Data Processing for Domain Adaptive Pretraining with NVIDIA NeMo Curator

Domain-adaptive pretraining (DAPT) of large language models (LLMs) is an important step towards building domain-specific models. These models demonstrate...
16 MIN READ
Decorative image of a datacenter with an overlay of a network model.
Sep 04, 2024

Accelerated, Production-Ready Graph Analytics for NetworkX Users

NetworkX is a popular, easy-to-use Python library for graph analytics. However, its performance and scalability may be unsatisfactory for medium-to-large-sized...
11 MIN READ
Image of a person taking a hands-on lab at GTC
Sep 04, 2024

Hands-On Training at NVIDIA AI Summit in Washington, DC

Immerse yourself in NVIDIA technology with our full-day, hands-on technical workshops at our AI Summit in Washington D.C. on October 7, 2024.
1 MIN READ
Aug 30, 2024

Accelerating Predictive Maintenance in Manufacturing with RAPIDS AI

The International Society of Automation (ISA) reports that 5% of plant production is lost annually due to downtime. Putting that into a different context,...
12 MIN READ
Aug 29, 2024

Spotlight: clicOH Accelerates Last-Mile Delivery 20x with NVIDIA cuOpt

Driven by shifts in consumer behavior and the pandemic, e-commerce continues its explosive growth and transformation. As a result, logistics and transportation...
3 MIN READ
An illustration representing CUDA.
Aug 29, 2024

Boosting CUDA Efficiency with Essential Techniques for New Developers

To fully harness the capabilities of NVIDIA GPUs, optimizing NVIDIA CUDA performance is essential, particularly for developers new to GPU programming. This talk...
2 MIN READ
Aug 29, 2024

Just Released: RAPIDS 24.08

RAPIDS 24.08 is now available with significant updates geared towards processing larger workloads and seamless CPU/GPU interoperability.
1 MIN READ
Decorative image.
Aug 28, 2024

NVIDIA Triton Inference Server Achieves Outstanding Performance in MLPerf Inference 4.1 Benchmarks

Six years ago, we embarked on a journey to develop an AI inference serving solution specifically designed for high-throughput and time-sensitive production use...
8 MIN READ

Content Creation / Rendering

See all
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
Still from the MechaBREAK game.
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
Jul 29, 2024

Building Spatial Intelligence from Real-World 3D Data Using Deep-Learning Framework fVDB

Generative physical AI models can understand and execute actions with fine or gross motor skills within the physical world. Understanding and navigating in the...
6 MIN READ
Person looking at image of themself captured by a camera, and then the shot pans to a smaller display which shows their face in a 3D hologram.
Jul 29, 2024

Advancing Telepresence and Next-Generation Digital Human Technology with NVIDIA Maxine

At SIGGRAPH 2024 this week, NVIDIA is showcasing the latest advancements in the NVIDIA Maxine AI developer platform, available through NVIDIA AI...
8 MIN READ
GIF of a tree, excavator, and purple spiky blog moving.
Jul 25, 2024

Simulate Elastic Objects in Any Representation with NVIDIA Kaolin Library

Recent advancements in generative AI and multi-view reconstruction have introduced new ways to rapidly generate 3D content. However, to be useful for downstream...
2 MIN READ
Collage of four photos of a car with different colors and roof storage.
Jul 24, 2024

Developing Product Configurators with OpenUSD

Developers from advertising agencies to software vendors are empowering global brands to deliver hyperpersonalization for digital experiences and visual...
5 MIN READ
Jul 22, 2024

Gets Hands-On Training at SIGGRAPH 2024

Complimentary trainings on OpenUSD, Digital Humans, LLMs and more with hands-on labs for Full Conference and Experience attendees.
1 MIN READ

Conversational AI

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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
Illustration showing models and NeMo.
Sep 10, 2024

Post-Training Quantization of LLMs with NVIDIA NeMo and NVIDIA TensorRT Model Optimizer

As large language models (LLMs) are becoming even bigger, it is increasingly important to provide easy-to-use and efficient deployment paths because the cost of...
10 MIN READ
Sep 05, 2024

Achieving State-of-the-Art Zero-Shot Waveform Audio Generation across Audio Types

Stunning audio content is an essential component of virtual worlds. Audio generative AI plays a key role in creating this content, and NVIDIA is continuously...
6 MIN READ
An illustration depicting AI model deployment steps.
Aug 28, 2024

Deploy Diverse AI Apps with Multi-LoRA Support on RTX AI PCs and Workstations

Today’s large language models (LLMs) achieve unprecedented results across many use cases. Yet, application developers often need to customize and tune these...
10 MIN READ
Workflow diagram on a black backgound.
Aug 27, 2024

Enhancing RAG Applications with NVIDIA NIM

The advent of large language models (LLMs) has significantly benefited the AI industry, offering versatile tools capable of generating human-like text and...
10 MIN READ
An illustration of a chatbot.
Aug 21, 2024

Practical Strategies for Optimizing LLM Inference Sizing and Performance

As the use of large language models (LLMs) grows across many applications, such as chatbots and content creation, it's important to understand the process of...
2 MIN READ
Illustration representing AI Workbench.
Aug 20, 2024

Hackathon: Build Groundbreaking Generative AI Projects Using NVIDIA AI Workbench

Hosted by Dell and NVIDIA, demonstrate how AI Workbench can be used to build and deliver apps for a wide range of tasks and workflows.
1 MIN READ
Still from the MechaBREAK game.
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
Aug 15, 2024

NVIDIA TensorRT Model Optimizer v0.15 Boosts Inference Performance and Expands Model Support

NVIDIA has announced the latest v0.15 release of NVIDIA TensorRT Model Optimizer, a state-of-the-art quantization toolkit of model optimization techniques...
5 MIN READ
Aug 14, 2024

Video: Build Live Media Applications for AI-Enabled Infrastructure with NVIDIA Holoscan for Media

NVIDIA Holoscan for Media is a software-defined, AI-enabled platform that enables live video pipelines to run on the same infrastructure as AI.  This video...
1 MIN READ
Aug 13, 2024

New NIM Available: Mistral Large 2 Instruct LLM

The new model by Mistral excels at a variety of complex tasks including text summarization, multilingual translation and reasoning, programming, question and...
1 MIN READ
Image of a person standing in front of an AI kiosk in a retail location.
Aug 07, 2024

Building AI Agents with NVIDIA NIM Microservices and LangChain

NVIDIA NIM, part of NVIDIA AI Enterprise, now supports tool-calling for models like Llama 3.1. It also integrates with LangChain to provide you with a...
3 MIN READ

Edge Computing

See all
An image of a person working in a greenhouse.
Sep 11, 2024

AI Tool Helps Farmers Combat Crop Loss and Climate Change

Machine Learning algorithms are beginning to revolutionize modern agriculture. Enabling farmers to combat pests and diseases in real time, the technology is...
3 MIN READ
GIF shows multiple photos and images selected within the photos according to a prompt, such as "person with glasses" or "tallest cat."
Aug 28, 2024

New Foundational Models and Training Capabilities with NVIDIA TAO 5.5

NVIDIA TAO is a framework designed to simplify and accelerate the development and deployment of AI models. It enables you to use pretrained models, fine-tune...
13 MIN READ
Aug 19, 2024

Webinar: Build Visual AI Agents With Generative AI and NVIDIA NIM

Learn how to build high-performance solutions with NVIDIA visual AI agents that help streamline operations across a range of industries.
1 MIN READ
Aug 14, 2024

Just Released: DOCA 2.8 Software Framework

The new release includes support for Spectrum-X 1.1 RA and new features for AI Cloud Data Centers.
1 MIN READ
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Aug 07, 2024

Profit and Loss Modeling on GPUs with ISO C++ Language Parallelism

The previous post How to Accelerate Quantitative Finance with ISO C++ Standard Parallelism demonstrated how to write a Black-Scholes simulation using ISO C++...
10 MIN READ
Jul 22, 2024

Spotlight: HP 3D Printing Open Sources AI Surrogates for Additive Manufacturing Using NVIDIA Modulus

An open ecosystem for physics-informed machine learning (physics-ML) fosters innovation and AI engineering applications. Physics-ML embeds into the learning...
7 MIN READ
Image of a city simulation with a 6G network.
Jul 19, 2024

Boosting AI-Driven Innovation in 6G with the AI-RAN Alliance, 3GPP, and O-RAN

The pace of 6G research and development is picking up as the 5G era crosses the midpoint of the decade-long cellular generation time frame. In this blog post,...
13 MIN READ
Jul 18, 2024

Webinar: Improving Robot Uptime Featuring Nav2 Autonomous Docking with NVIDIA Isaac ROS

Join Isaac ROS engineers and the founder of Open Navigation to explore the new Nav2 autonomous docking feature.
1 MIN READ
An illustration representing an AI model.
Jul 17, 2024

Develop Generative AI-Powered Visual AI Agents for the Edge

An exciting breakthrough in AI technology—Vision Language Models (VLMs)—offers a more dynamic and flexible method for video analysis. VLMs enable users to...
9 MIN READ
Jul 03, 2024

Powering the Future of AI-Enabled Medical Devices with NVIDIA Holoscan and RTI Connext

The demand for real-time insights and autonomous decision-making is growing across industries, and healthcare and medical devices are no exception. Relying on...
8 MIN READ
Jun 28, 2024

Introducing DoRA, a High-Performing Alternative to LoRA for Fine-Tuning

Full fine-tuning (FT) is commonly employed to tailor general pretrained models for specific downstream tasks. To reduce the training cost, parameter-efficient...
6 MIN READ
Jun 25, 2024

AI-Enhanced Navigation Charts Safer Waters for Massive Ships

Maritime startup Orca AI is pioneering safety at sea with its AI-powered navigation system, which provides real-time video processing to help crews make...
5 MIN READ

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Sep 17, 2024

Accelerating Oracle Database Gen AI Workloads with NVIDIA NIM and NVIDIA cuVS

The vast majority of the world's data remains untapped, and enterprises are looking to generate value from this data by creating the next wave of generative AI...
6 MIN READ
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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
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Sep 16, 2024

Memory Efficiency, Faster Initialization, and Cost Estimation with NVIDIA Collective Communications Library 2.22

For the past few months, the NVIDIA Collective Communications Library (NCCL) developers have been working hard on a set of new library features and bug fixes....
8 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
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Sep 10, 2024

Accelerating the HPCG Benchmark with NVIDIA Math Sparse Libraries

In the realm of high-performance computing (HPC), NVIDIA has continually advanced HPC by offering its highly optimized NVIDIA High-Performance Conjugate...
9 MIN READ
Sep 09, 2024

Spotlight: Shell Accelerates CO2 Storage Modeling 100,000x Using NVIDIA Modulus

As the world faces the urgent need to combat climate change, carbon capture and storage (CCS) has emerged as a crucial technology for achieving net-zero...
7 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
Sep 06, 2024

Enhancing Application Portability and Compatibility across New Platforms Using NVIDIA Magnum IO NVSHMEM 3.0

NVSHMEM is a parallel programming interface that provides efficient and scalable communication for NVIDIA GPU clusters. Part of NVIDIA Magnum IO and based on...
7 MIN READ
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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
Sep 03, 2024

Real-Time Neural Receivers Drive AI-RAN Innovation

Today’s 5G New Radio (5G NR) wireless communication systems rely on highly optimized signal processing algorithms to reconstruct transmitted messages from...
11 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
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Aug 28, 2024

NVIDIA Triton Inference Server Achieves Outstanding Performance in MLPerf Inference 4.1 Benchmarks

Six years ago, we embarked on a journey to develop an AI inference serving solution specifically designed for high-throughput and time-sensitive production use...
8 MIN READ