NVIDIA Technical Blog

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Apr 25, 2025

R²D²: Adapting Dexterous Robots with NVIDIA Research Workflows and Models

Robotic arms are used today for assembly, packaging, inspection, and many more applications. However, they are still preprogrammed to perform specific and often...
8 MIN READ
Apr 24, 2025

Fast Ray Tracing of Dynamic Scenes Using NVIDIA OptiX 9 and NVIDIA RTX Mega Geometry

Real-time ray tracing is a powerful rendering technique that can create incredibly realistic images. NVIDIA OptiX and RTX technology make this possible, even...
9 MIN READ
Apr 24, 2025

Benchmarking Agentic LLM and VLM Reasoning for Gaming with NVIDIA NIM

Researchers from the University College London (UCL) Deciding, Acting, and Reasoning with Knowledge (DARK) Lab leverage NVIDIA NIM microservices in their new...
7 MIN READ
Decorative image.
Apr 23, 2025

Spotlight: Qodo Innovates Efficient Code Search with NVIDIA DGX

Large language models (LLMs) have enabled AI tools that help you write more code faster, but as we ask these tools to take on more and more complex tasks, there...
8 MIN READ
Apr 23, 2025

Announcing NVIDIA Secure AI General Availability

As many enterprises move to running AI training or inference on their data, the data and the code need to be protected, especially for large language models...
3 MIN READ
Apr 23, 2025

Real-Time GPU-Accelerated Gaussian Splatting with NVIDIA DesignWorks Sample vk_gaussian_splatting

Gaussian splatting is a novel approach to rendering complex 3D scenes by representing them as a collection of anisotropic Gaussians in 3D space. This technique...
3 MIN READ
Apr 23, 2025

NVIDIA cuPyNumeric 25.03 Now Fully Open Source with PIP and HDF5 Support

NVIDIA cuPyNumeric is a library that aims to provide a distributed and accelerated drop-in replacement for NumPy built on top of the Legate framework. It brings...
4 MIN READ
Apr 23, 2025

Enhance Your AI Agent with Data Flywheels Using NVIDIA NeMo Microservices

Enterprise data is constantly changing. This presents significant challenges for maintaining AI system accuracy over time. As organizations increasingly rely on...
12 MIN READ
Apr 22, 2025

NVIDIA GTC Training Labs Now Available On Demand

Missed GTC? This year’s training labs are now available on demand to watch anywhere, anytime.
1 MIN READ
Apr 22, 2025

AI for a Greener Future: Its Power is in Our Hands

Can AI guide us toward a more sustainable future, or is it exacerbating global energy and climate challenges?  This critical question was recently posed to...
6 MIN READ
Apr 21, 2025

Optimizing Transformer-Based Diffusion Models for Video Generation with NVIDIA TensorRT

State-of-the-art image diffusion models take tens of seconds to process a single image. This makes video diffusion even more challenging, requiring significant...
8 MIN READ
A robot arm carving a sculpture.
Apr 21, 2025

AI Inspires Artists and Industrialists to Reimagine their Crafts

AI has become nearly synonymous with innovation. As it rushes onto the world stage, AI is seeding inspiration in creators and problem-solvers of all...
4 MIN READ

Inference Performance

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Apr 21, 2025

Optimizing Transformer-Based Diffusion Models for Video Generation with NVIDIA TensorRT

State-of-the-art image diffusion models take tens of seconds to process a single image. This makes video diffusion even more challenging, requiring significant...
8 MIN READ
Apr 02, 2025

NVIDIA Blackwell Delivers Massive Performance Leaps in MLPerf Inference v5.0

The compute demands for large language model (LLM) inference are growing rapidly, fueled by the combination of growing model sizes, real-time latency...
10 MIN READ
Mar 20, 2025

Boost Llama Model Performance on Microsoft Azure AI Foundry with NVIDIA TensorRT-LLM

Microsoft, in collaboration with NVIDIA, announced transformative performance improvements for the Meta Llama family of models on its Azure AI Foundry platform....
4 MIN READ
Mar 18, 2025

Introducing NVIDIA Dynamo, A Low-Latency Distributed Inference Framework for Scaling Reasoning AI Models

NVIDIA announced the release of NVIDIA Dynamo today at GTC 2025. NVIDIA Dynamo is a high-throughput, low-latency open-source inference serving framework for...
14 MIN READ
Mar 18, 2025

NVIDIA Blackwell Delivers World-Record DeepSeek-R1 Inference Performance

NVIDIA announced world-record DeepSeek-R1 inference performance at NVIDIA GTC 2025. A single NVIDIA DGX system with eight NVIDIA Blackwell GPUs can achieve over...
14 MIN READ
Feb 14, 2025

Optimizing Qwen2.5-Coder Throughput with NVIDIA TensorRT-LLM Lookahead Decoding

Large language models (LLMs) that specialize in coding have been steadily adopted into developer workflows. From pair programming to self-improving AI agents,...
7 MIN READ
Jan 24, 2025

Optimize AI Inference Performance with NVIDIA Full-Stack Solutions

The explosion of AI-driven applications has placed unprecedented demands on both developers, who must balance delivering cutting-edge performance with managing...
9 MIN READ
Dec 18, 2024

NVIDIA TensorRT-LLM Now Supports Recurrent Drafting for Optimizing LLM Inference

Recurrent drafting (referred to as ReDrafter) is a novel speculative decoding technique developed and open-sourced by Apple for large language model (LLM)...
6 MIN READ
Dec 17, 2024

Boost Llama 3.3 70B Inference Throughput 3x with NVIDIA TensorRT-LLM Speculative Decoding

Meta's Llama collection of open large language models (LLMs) continues to grow with the recent addition of Llama 3.3 70B, a text-only...
8 MIN READ
Dec 05, 2024

Spotlight: Perplexity AI Serves 400 Million Search Queries a Month Using NVIDIA Inference Stack

The demand for AI-enabled services continues to grow rapidly, placing increasing pressure on IT and infrastructure teams. These teams are tasked with...
7 MIN READ
Image of the TensorRT-LLM icon next to multiple other icons of computer activities.
Dec 02, 2024

TensorRT-LLM Speculative Decoding Boosts Inference Throughput by up to 3.6x

NVIDIA TensorRT-LLM support for speculative decoding now provides over 3x the speedup in total token throughput. TensorRT-LLM is an open-source library that...
9 MIN READ
Image of an HGX H200
Nov 21, 2024

NVIDIA TensorRT-LLM Multiblock Attention Boosts Throughput by More Than 3x for Long Sequence Lengths on NVIDIA HGX H200

Generative AI models are advancing rapidly. Every generation of models comes with a larger number of parameters and longer context windows. The Llama 2 series...
5 MIN READ

Generative AI

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Apr 24, 2025

Benchmarking Agentic LLM and VLM Reasoning for Gaming with NVIDIA NIM

Researchers from the University College London (UCL) Deciding, Acting, and Reasoning with Knowledge (DARK) Lab leverage NVIDIA NIM microservices in their new...
7 MIN READ
Decorative image.
Apr 23, 2025

Spotlight: Qodo Innovates Efficient Code Search with NVIDIA DGX

Large language models (LLMs) have enabled AI tools that help you write more code faster, but as we ask these tools to take on more and more complex tasks, there...
8 MIN READ
Apr 23, 2025

Enhance Your AI Agent with Data Flywheels Using NVIDIA NeMo Microservices

Enterprise data is constantly changing. This presents significant challenges for maintaining AI system accuracy over time. As organizations increasingly rely on...
12 MIN READ
Apr 22, 2025

NVIDIA GTC Training Labs Now Available On Demand

Missed GTC? This year’s training labs are now available on demand to watch anywhere, anytime.
1 MIN READ
Apr 21, 2025

Optimizing Transformer-Based Diffusion Models for Video Generation with NVIDIA TensorRT

State-of-the-art image diffusion models take tens of seconds to process a single image. This makes video diffusion even more challenging, requiring significant...
8 MIN READ
A robot arm carving a sculpture.
Apr 21, 2025

AI Inspires Artists and Industrialists to Reimagine their Crafts

AI has become nearly synonymous with innovation. As it rushes onto the world stage, AI is seeding inspiration in creators and problem-solvers of all...
4 MIN READ
Apr 18, 2025

Upcoming Event: NVIDIA Agent Toolkit Hackathon

Build a high-performance agentic AI system using the open-source NVIDIA Agent Intelligence toolkit — contest runs May 12 to May 23.
1 MIN READ
Apr 16, 2025

Announcing ComputeEval, an Open-Source Framework for Evaluating LLMs on CUDA

Large language models (LLMs) are revolutionizing how developers code and how they learn to code. For seasoned or junior developers alike, today’s...
4 MIN READ
Decorative image.
Apr 16, 2025

Efficient Federated Learning in the Era of LLMs with Message Quantization and Streaming

Federated learning (FL) has emerged as a promising approach for training machine learning models across distributed data sources while preserving data privacy....
8 MIN READ
Apr 15, 2025

NVIDIA Llama Nemotron Ultra Open Model Delivers Groundbreaking Reasoning Accuracy

AI is no longer just about generating text or images—it’s about deep reasoning, detailed problem-solving, and powerful adaptability for real-world...
7 MIN READ
Apr 15, 2025

Event: Data Filtering Challenge for Training Edge Language Models

You’re invited to join the challenge. Develop and apply innovative data filtering techniques to curate datasets that enhance edge LM performance.
1 MIN READ
Apr 10, 2025

Just Released: NVIDIA Llama Nemotron Ultra as NVIDIA NIM

Try NVIDIA Llama Nemotron Ultra as an NVIDIA NIM microservice. At only 253B total parameters, it offers reasoning performance that meets or beats top open...
1 MIN READ

Data Science

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Apr 23, 2025

NVIDIA cuPyNumeric 25.03 Now Fully Open Source with PIP and HDF5 Support

NVIDIA cuPyNumeric is a library that aims to provide a distributed and accelerated drop-in replacement for NumPy built on top of the Legate framework. It brings...
4 MIN READ
Apr 17, 2025

Grandmaster Pro Tip: Winning First Place in Kaggle Competition with Feature Engineering using NVIDIA cuDF-pandas

Feature engineering remains one of the most effective ways to improve model accuracy when working with tabular data. Unlike domains such as NLP and computer...
5 MIN READ
Decorative image.
Apr 16, 2025

Efficient Federated Learning in the Era of LLMs with Message Quantization and Streaming

Federated learning (FL) has emerged as a promising approach for training machine learning models across distributed data sources while preserving data privacy....
8 MIN READ
Apr 15, 2025

NVIDIA Llama Nemotron Ultra Open Model Delivers Groundbreaking Reasoning Accuracy

AI is no longer just about generating text or images—it’s about deep reasoning, detailed problem-solving, and powerful adaptability for real-world...
7 MIN READ
Decorative image.
Apr 11, 2025

Effortless Federated Learning on Mobile with NVIDIA FLARE and Meta ExecuTorch

NVIDIA and the PyTorch team at Meta announced a groundbreaking collaboration that brings federated learning (FL) capabilities to mobile devices through the...
12 MIN READ
Apr 10, 2025

Curating Biological Findings from Scientific Literature with NVIDIA NIM

Scientific papers are highly heterogeneous, often employing diverse terminologies for the same entities, using varied methodologies to study biological...
7 MIN READ
Apr 10, 2025

Efficiently Scaling Polars GPU Parquet Reader

When working with large datasets, the performance of your data processing tools becomes critical. Polars, an open-source library for data manipulation known for...
4 MIN READ
Decorative image.
Apr 07, 2025

Evaluating and Enhancing RAG Pipeline Performance Using Synthetic Data 

As large language models (LLM) gain popularity in various question-answering systems, retrieval-augmented generation (RAG) pipelines have also become a focal...
8 MIN READ
Apr 07, 2025

Event: HP & NVIDIA Developer Challenge

Join the hackathon to build open-source AI solutions, optimize models, enhance workflows, connect with peers, and win prizes.
1 MIN READ
Decorative image.
Apr 03, 2025

Accelerating Apache Parquet Scans on Apache Spark with GPUs

As data sizes have grown in enterprises across industries, Apache Parquet has become a prominent format for storing data. Apache Parquet is a columnar storage...
8 MIN READ
Apr 01, 2025

NVIDIA Open Sources Run:ai Scheduler to Foster Community Collaboration

Today, NVIDIA announced the open-source release of the KAI Scheduler, a Kubernetes-native GPU scheduling solution, now available under the Apache 2.0 license....
10 MIN READ
Decorative image.
Mar 26, 2025

Boosting Q&A Accuracy with GraphRAG Using PyG and Graph Databases

Large language models (LLMs) often struggle with accuracy when handling domain-specific questions, especially those requiring multi-hop reasoning or access to...
9 MIN READ

Robotics

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Apr 25, 2025

R²D²: Adapting Dexterous Robots with NVIDIA Research Workflows and Models

Robotic arms are used today for assembly, packaging, inspection, and many more applications. However, they are still preprogrammed to perform specific and often...
8 MIN READ
Mar 31, 2025

Simulating Robots in Industrial Facility Digital Twins

Industrial enterprises are embracing physical AI and autonomous systems to transform their operations. This involves deploying heterogeneous robot fleets that...
6 MIN READ
Mar 27, 2025

R²D²: Advancing Robot Mobility and Whole-Body Control with Novel Workflows and AI Foundation Models from NVIDIA Research

Welcome to the first edition of the NVIDIA Robotics Research and Development Digest (R2D2). This technical blog series will give developers and researchers...
10 MIN READ
Mar 26, 2025

Just Released: Omniverse Kit 107.0

Kit SDK 107.0 is a major update release with primary updates for robotics development.
1 MIN READ
Mar 20, 2025

Easily Build Edge AI Apps with Dynamic Flow Control in NVIDIA Holoscan 3.0

NVIDIA announced at GTC 2025 the release of NVIDIA Holoscan 3.0, the real-time AI sensor processing platform. This latest version provides dynamic flow control,...
4 MIN READ
A patient laying on a doctor's table with a robotic arm examining them.
Mar 18, 2025

Introducing NVIDIA Isaac for Healthcare, an AI-Powered Medical Robotics Development Platform

The future of MedTech is robotic—hospitals will be fully automated, with AI-driven surgical systems, robotic assistants, and autonomous patient care...
10 MIN READ
NeMo Video Curator icon in a workflow diagram.
Mar 18, 2025

Petabyte-Scale Video Processing with NVIDIA NeMo Curator on NVIDIA DGX Cloud

With the rise of physical AI, video content generation has surged exponentially. A single camera-equipped autonomous vehicle can generate more than 1 TB of...
9 MIN READ
Collage of a robot arm with OpenUSD code and schema.
Mar 18, 2025

Using OpenUSD for Modular and Scalable Robotic Simulation and Development

The world of robotics is undergoing a significant transformation, driven by rapid advancements in physical AI. This evolution is accelerating the time to market...
9 MIN READ
Split image of a humanoid robot and a human with a VR headset.
Mar 18, 2025

Building a Synthetic Motion Generation Pipeline for Humanoid Robot Learning

This post was originally published January 2025 but has been extensively revised with new information. General-purpose humanoid robots are designed to adapt...
9 MIN READ
Image of two robots in a factory lifting objects with both arms.
Mar 18, 2025

Accelerate Generalist Humanoid Robot Development with NVIDIA Isaac GR00T N1

Humanoid robots are designed to adapt to human workspaces, tackling repetitive or demanding tasks. However, creating general-purpose humanoid robots for...
7 MIN READ
A GIF showing robotics.
Mar 18, 2025

Scale Synthetic Data and Physical AI Reasoning with NVIDIA Cosmos World Foundation Models

The next generation of AI-driven robots like humanoids and autonomous vehicles depends on high-fidelity, physics-aware training data. Without diverse and...
7 MIN READ
Mar 18, 2025

Announcing Newton, an Open-Source Physics Engine for Robotics Simulation

Physical AI models enable robots to autonomously perceive, interpret, reason, and interact with the real world. Accelerated computing and simulations are key to...
5 MIN READ

Simulation / Modeling / Design

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Apr 25, 2025

R²D²: Adapting Dexterous Robots with NVIDIA Research Workflows and Models

Robotic arms are used today for assembly, packaging, inspection, and many more applications. However, they are still preprogrammed to perform specific and often...
8 MIN READ
Apr 24, 2025

Fast Ray Tracing of Dynamic Scenes Using NVIDIA OptiX 9 and NVIDIA RTX Mega Geometry

Real-time ray tracing is a powerful rendering technique that can create incredibly realistic images. NVIDIA OptiX and RTX technology make this possible, even...
9 MIN READ
Apr 23, 2025

NVIDIA cuPyNumeric 25.03 Now Fully Open Source with PIP and HDF5 Support

NVIDIA cuPyNumeric is a library that aims to provide a distributed and accelerated drop-in replacement for NumPy built on top of the Legate framework. It brings...
4 MIN READ
A robot arm carving a sculpture.
Apr 21, 2025

AI Inspires Artists and Industrialists to Reimagine their Crafts

AI has become nearly synonymous with innovation. As it rushes onto the world stage, AI is seeding inspiration in creators and problem-solvers of all...
4 MIN READ
A heatmap animated GIF.
Apr 16, 2025

AI-Generated Heat Maps Keep Seniors and their Privacy Safe

By 2030, more than one in five Americans will be 65 or older, becoming the United States’ largest group of seniors ever. Silicon Valley-based startup Butlr...
4 MIN READ
Apr 11, 2025

AI Advances Parkinson’s Detection Using Standard MRI Scans

A simple brain scan may soon be all that's needed to accurately diagnose Parkinson’s disease, thanks to a new AI-powered tool. The advancement could help...
3 MIN READ
Apr 10, 2025

Just Released: NVIDIA HPC SDK v25.3

The HPC SDK v25.3 release includes support for NVIDIA Blackwell GPUs and an optimized allocator for Arm CPUs.
1 MIN READ
An image of a robot underwater.
Apr 08, 2025

Using AI to Better Understand the Ocean

Humans know more about deep space than we know about Earth’s deepest oceans. But scientists have plans to change that—with the help of AI.  “We have...
3 MIN READ
An image of a women getting an ultrasound.
Apr 07, 2025

Startups Use AI to Deliver Better Maternal and Newborn Care

Nearly 300,000 women across the globe die each year due to complications arising from pregnancy or childbirth. The number of stillborns and babies that die...
4 MIN READ
Apr 01, 2025

How AI Is Shaping Climate Innovation and Sustainable Growth

At GTC 2025, a panel of industry leaders from across the tech ecosystem shared how they’re using AI to mitigate and prepare customers for the increasingly...
2 MIN READ
Mar 31, 2025

Simulating Robots in Industrial Facility Digital Twins

Industrial enterprises are embracing physical AI and autonomous systems to transform their operations. This involves deploying heterogeneous robot fleets that...
6 MIN READ
Mar 27, 2025

R²D²: Advancing Robot Mobility and Whole-Body Control with Novel Workflows and AI Foundation Models from NVIDIA Research

Welcome to the first edition of the NVIDIA Robotics Research and Development Digest (R2D2). This technical blog series will give developers and researchers...
10 MIN READ

Computer Vision / Video Analytics

See all
Apr 24, 2025

Benchmarking Agentic LLM and VLM Reasoning for Gaming with NVIDIA NIM

Researchers from the University College London (UCL) Deciding, Acting, and Reasoning with Knowledge (DARK) Lab leverage NVIDIA NIM microservices in their new...
7 MIN READ
A heatmap animated GIF.
Apr 16, 2025

AI-Generated Heat Maps Keep Seniors and their Privacy Safe

By 2030, more than one in five Americans will be 65 or older, becoming the United States’ largest group of seniors ever. Silicon Valley-based startup Butlr...
4 MIN READ
Apr 11, 2025

AI Advances Parkinson’s Detection Using Standard MRI Scans

A simple brain scan may soon be all that's needed to accurately diagnose Parkinson’s disease, thanks to a new AI-powered tool. The advancement could help...
3 MIN READ
Decorative image of a llama in sunglasses standing on two feet, with a shadow that is flexing it's muscles.
Apr 05, 2025

NVIDIA Accelerates Inference on Meta Llama 4 Scout and Maverick

The newest generation of the popular Llama AI models is here with Llama 4 Scout and Llama 4 Maverick. Accelerated by NVIDIA open-source software, they can...
4 MIN READ
Mar 31, 2025

Simulating Robots in Industrial Facility Digital Twins

Industrial enterprises are embracing physical AI and autonomous systems to transform their operations. This involves deploying heterogeneous robot fleets that...
6 MIN READ
Mar 11, 2025

Build Real-Time Multimodal XR Apps with NVIDIA AI Blueprint for Video Search and Summarization

With the recent advancements in generative AI and vision foundational models, VLMs present a new wave of visual computing wherein the models are capable of...
9 MIN READ
Mar 03, 2025

AI Model Offers Conservationists New Tools to Protect Fisheries, Wildlife at Scale

In an effort to rein in illicit fishing, researchers have unveiled a new open-source AI model that can accurately identify what virtually all of the world’s...
5 MIN READ
An image of a phone with a chatbot dialog on the screen but also showing the inside of the phone.
Feb 26, 2025

Latest Multimodal Addition to Microsoft Phi SLMs Trained on NVIDIA GPUs

Large language models (LLMs) have permeated every industry and changed the potential of technology. However, due to their massive size they are not practical...
4 MIN READ
A GIF of a warehouse with people walking around.
Feb 26, 2025

Vision Language Model Prompt Engineering Guide for Image and Video Understanding

Vision language models (VLMs) are evolving at a breakneck speed. In 2020, the first VLMs revolutionized the generative AI landscape by bringing visual...
12 MIN READ
A person looking over an AV equipment bank.
Feb 24, 2025

NVIDIA Video Codec SDK 13.0 Powered by NVIDIA Blackwell

The release of NVIDIA Video Codec SDK 13.0 marks a significant upgrade, adding support for the latest-generation NVIDIA Blackwell GPUs. This version brings a...
10 MIN READ
Decorative image.
Feb 24, 2025

Enabling Stereoscopic and 3D Views Using MV-HEVC in NVIDIA Video Codec SDK 13.0

NVIDIA announces the implementation of Multi-View High Efficiency Video Coding (MV-HEVC) encoder in the latest NVIDIA Video Codec SDK release, version 13.0....
4 MIN READ
3 tiles showing solar, coral reefs, and a hurricane.
Feb 20, 2025

AI for Climate, Energy, and Ecosystem Resilience at NVIDIA GTC 2025

From mitigating climate change to improving disaster response and environmental monitoring, AI is reshaping how we tackle critical global challenges....
6 MIN READ

Content Creation / Rendering

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Apr 24, 2025

Fast Ray Tracing of Dynamic Scenes Using NVIDIA OptiX 9 and NVIDIA RTX Mega Geometry

Real-time ray tracing is a powerful rendering technique that can create incredibly realistic images. NVIDIA OptiX and RTX technology make this possible, even...
9 MIN READ
Apr 23, 2025

Real-Time GPU-Accelerated Gaussian Splatting with NVIDIA DesignWorks Sample vk_gaussian_splatting

Gaussian splatting is a novel approach to rendering complex 3D scenes by representing them as a collection of anisotropic Gaussians in 3D space. This technique...
3 MIN READ
Apr 17, 2025

Neural Rendering in NVIDIA OptiX Using Cooperative Vectors

The release of NVIDIA OptiX 9.0 introduces a new feature called cooperative vectors that enables AI workflows as part of ray tracing kernels. The feature...
13 MIN READ
Apr 09, 2025

Just Released: NVIDIA AI Workbench 2025.03.10

NVIDIA AI Workbench 2025.03.10 features streamlined onboarding and enhanced UX for multicontainer projects.
1 MIN READ
Mar 26, 2025

Just Released: Omniverse Kit 107.0

Kit SDK 107.0 is a major update release with primary updates for robotics development.
1 MIN READ
Decorative image of product icons.
Mar 25, 2025

Kickstart Your AI Journey on RTX AI PCs and Workstations with NVIDIA NIM Microservices

With emerging use cases such as digital humans, agents, podcasts, images, and video generation, generative AI is changing the way we interact with PCs. This...
7 MIN READ
A GIF showing robotics.
Mar 18, 2025

Scale Synthetic Data and Physical AI Reasoning with NVIDIA Cosmos World Foundation Models

The next generation of AI-driven robots like humanoids and autonomous vehicles depends on high-fidelity, physics-aware training data. Without diverse and...
7 MIN READ
A Zorah sample still showing a partially shaded courtyard with ornate pillars and plants growing everywhere.
Mar 17, 2025

NVIDIA RTX Advances with Neural Rendering and Digital Human Technologies at GDC 2025

AI is transforming how we experience our favorite games. It is unlocking new levels of visuals, performance, and gameplay possibilities with neural rendering...
10 MIN READ
A person looking over an AV equipment bank.
Feb 24, 2025

NVIDIA Video Codec SDK 13.0 Powered by NVIDIA Blackwell

The release of NVIDIA Video Codec SDK 13.0 marks a significant upgrade, adding support for the latest-generation NVIDIA Blackwell GPUs. This version brings a...
10 MIN READ
Decorative image.
Feb 24, 2025

Enabling Stereoscopic and 3D Views Using MV-HEVC in NVIDIA Video Codec SDK 13.0

NVIDIA announces the implementation of Multi-View High Efficiency Video Coding (MV-HEVC) encoder in the latest NVIDIA Video Codec SDK release, version 13.0....
4 MIN READ
Feb 06, 2025

Render Path-Traced Hair in Real Time with NVIDIA GeForce RTX 50 Series GPUs

Hardware support for ray tracing triangle meshes was introduced as part of NVIDIA RTX in 2018. But ray tracing for hair and fur has remained a compute-intensive...
9 MIN READ
An image of a building with ornate columns and greenery at night, with lighting.
Feb 06, 2025

Get Started with Neural Rendering Using NVIDIA RTX Kit

Neural rendering is the next era of computer graphics.  By integrating neural networks into the rendering process, we can take dramatic leaps forward in...
11 MIN READ

Conversational AI

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Apr 22, 2025

NVIDIA GTC Training Labs Now Available On Demand

Missed GTC? This year’s training labs are now available on demand to watch anywhere, anytime.
1 MIN READ
Apr 18, 2025

Upcoming Event: NVIDIA Agent Toolkit Hackathon

Build a high-performance agentic AI system using the open-source NVIDIA Agent Intelligence toolkit — contest runs May 12 to May 23.
1 MIN READ
Apr 10, 2025

Curating Biological Findings from Scientific Literature with NVIDIA NIM

Scientific papers are highly heterogeneous, often employing diverse terminologies for the same entities, using varied methodologies to study biological...
7 MIN READ
Apr 09, 2025

Prevent LLM Hallucinations with the Cleanlab Trustworthy Language Model in NVIDIA NeMo Guardrails

As more enterprises integrate LLMs into their applications, they face a critical challenge: LLMs can generate plausible but incorrect responses, known as...
9 MIN READ
Apr 09, 2025

Just Released: NVIDIA AI Workbench 2025.03.10

NVIDIA AI Workbench 2025.03.10 features streamlined onboarding and enhanced UX for multicontainer projects.
1 MIN READ
Decorative image of a llama in sunglasses standing on two feet, with a shadow that is flexing it's muscles.
Apr 05, 2025

NVIDIA Accelerates Inference on Meta Llama 4 Scout and Maverick

The newest generation of the popular Llama AI models is here with Llama 4 Scout and Llama 4 Maverick. Accelerated by NVIDIA open-source software, they can...
4 MIN READ
An illustration of a person using an AI agent.
Mar 04, 2025

Top Conversational AI Sessions at NVIDIA GTC 2025

Learn how to accelerate the full pipeline, from multilingual speech recognition and translation to generative AI and speech synthesis.
1 MIN READ
Decorative image of the guardrail process.
Mar 03, 2025

Measuring the Effectiveness and Performance of AI Guardrails in Generative AI Applications

Safeguarding AI agents and other conversational AI applications to ensure safe, on-brand and reliable behavior is essential for enterprises. NVIDIA NeMo...
12 MIN READ
Feb 28, 2025

Spotlight: NAVER Place Optimizes SLM-Based Vertical Services with NVIDIA TensorRT-LLM

NAVER is a popular South Korean search engine company that offers Naver Place, a geo-based service that provides detailed information about millions of...
13 MIN READ
A picture of a penguin next to an open book.
Feb 26, 2025

Accelerating Scientific Literature Reviews with NVIDIA NIM Microservices for LLMs

A well-crafted systematic review is often the initial step for researchers exploring a scientific field. For scientists new to this field, it provides a...
7 MIN READ
Two people sitting at their desks with icons for speech translation in the background.
Feb 20, 2025

Deploying NVIDIA Riva Multilingual ASR with Whisper and Canary Architectures While Selectively Deactivating NMT

NVIDIA has consistently developed automatic speech recognition (ASR) models that set the benchmark in the industry. Earlier versions of NVIDIA Riva, a...
12 MIN READ
Feb 05, 2025

Improving Translation Quality with Domain-Specific Fine-Tuning and NVIDIA NIM

Translation plays an essential role in enabling companies to expand across borders, with requirements varying significantly in terms of tone, accuracy, and...
8 MIN READ

Edge Computing

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Apr 22, 2025

NVIDIA GTC Training Labs Now Available On Demand

Missed GTC? This year’s training labs are now available on demand to watch anywhere, anytime.
1 MIN READ
Decorative image.
Apr 16, 2025

Efficient Federated Learning in the Era of LLMs with Message Quantization and Streaming

Federated learning (FL) has emerged as a promising approach for training machine learning models across distributed data sources while preserving data privacy....
8 MIN READ
Apr 15, 2025

Event: Data Filtering Challenge for Training Edge Language Models

You’re invited to join the challenge. Develop and apply innovative data filtering techniques to curate datasets that enhance edge LM performance.
1 MIN READ
Decorative image.
Apr 11, 2025

Effortless Federated Learning on Mobile with NVIDIA FLARE and Meta ExecuTorch

NVIDIA and the PyTorch team at Meta announced a groundbreaking collaboration that brings federated learning (FL) capabilities to mobile devices through the...
12 MIN READ
An image of a robot underwater.
Apr 08, 2025

Using AI to Better Understand the Ocean

Humans know more about deep space than we know about Earth’s deepest oceans. But scientists have plans to change that—with the help of AI.  “We have...
3 MIN READ
Diagram of a retail clothing store with an avatar consulting a kiosk.
Mar 12, 2025

Lightweight, Multimodal, Multilingual Gemma 3 Models Are Streamlined for Performance

Building AI systems with foundation models requires a delicate balancing of resources such as memory, latency, storage, compute, and more. One size does not fit...
3 MIN READ
Mar 10, 2025

Streamline LLM Deployment for Autonomous Vehicle Applications with NVIDIA DriveOS LLM SDK

Large language models (LLMs) have shown remarkable generalization capabilities in natural language processing (NLP). They are used in a wide range of...
7 MIN READ
Feb 20, 2025

Featured Computer Vision and Video Analytics Sessions at NVIDIA GTC 2025

Explore visually perceptive AI agents, the latest vision AI technologies, hands-on training, and inspiring deployments.
1 MIN READ
Two views of a robot picker, real and computerized.
Jan 06, 2025

Advancing Robot Learning, Perception, and Manipulation with Latest NVIDIA Isaac Release

At CES 2025, NVIDIA announced key updates to NVIDIA Isaac, a platform of accelerated libraries, application frameworks, and AI models that accelerate the...
9 MIN READ
Images on a conveyor belt identifed with computer vision.
Dec 19, 2024

AI Vision Helps Green Recycling Plants

Each year, the world recycles only around 13% of its two billion-plus tons of municipal waste. By 2050, the world's annual municipal waste will reach 3.88B...
4 MIN READ
Dec 18, 2024

Five Takeaways from NVIDIA 6G Developer Day 2024

NVIDIA 6G Developer Day 2024 brought together members of the 6G research and development community to share insights and learn new ways of engaging with NVIDIA...
10 MIN READ
Dec 17, 2024

NVIDIA Jetson Orin Nano Developer Kit Gets a “Super” Boost

The generative AI landscape is rapidly evolving, with new large language models (LLMs), visual language models (VLMs), and vision language action (VLA) models...
11 MIN READ

Data Center / Cloud

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Apr 23, 2025

Announcing NVIDIA Secure AI General Availability

As many enterprises move to running AI training or inference on their data, the data and the code need to be protected, especially for large language models...
3 MIN READ
Apr 14, 2025

Just Released: NVDIA Run:ai 2.21

NVIDIA Run:ai 2.21 adds GB200 NVL72 support, rolling inference updates and smarter resource controls.
1 MIN READ
Image of a Softbank datacenter corridor.
Apr 11, 2025

NVIDIA Helps Build AI Factories Faster Than Ever with NVIDIA DGX SuperPOD

In a cavernous room at an undisclosed location in Japan, a digital revolution is unfolding. Racks of servers stand like giants, their sleek frames linked by...
5 MIN READ
Apr 10, 2025

Just Released: NVIDIA HPC SDK v25.3

The HPC SDK v25.3 release includes support for NVIDIA Blackwell GPUs and an optimized allocator for Arm CPUs.
1 MIN READ
Apr 09, 2025

Delivering NVIDIA Accelerated Computing for Enterprise AI Workloads with Rafay

The worldwide adoption of generative AI has driven massive demand for accelerated compute hardware globally. In enterprises, this has accelerated the deployment...
8 MIN READ
Decorative image of RNA against a nucleotide letter background.
Apr 09, 2025

Stanford Das Lab Accelerates RNA Folding Research with NVIDIA DGX Cloud

The Das Lab at Stanford is revolutionizing RNA folding research with a unique approach that leverages community involvement and accelerated computing. With the...
4 MIN READ
Apr 02, 2025

NVIDIA Blackwell Delivers Massive Performance Leaps in MLPerf Inference v5.0

The compute demands for large language model (LLM) inference are growing rapidly, fueled by the combination of growing model sizes, real-time latency...
10 MIN READ
Apr 01, 2025

NVIDIA Open Sources Run:ai Scheduler to Foster Community Collaboration

Today, NVIDIA announced the open-source release of the KAI Scheduler, a Kubernetes-native GPU scheduling solution, now available under the Apache 2.0 license....
10 MIN READ
Mar 31, 2025

Practical Tips for Preventing GPU Fragmentation for Volcano Scheduler

At NVIDIA, we take pride in tackling complex infrastructure challenges with precision and innovation. When Volcano faced GPU underutilization in their NVIDIA...
7 MIN READ
Mar 27, 2025

A New Era in Data Center Networking with NVIDIA Silicon Photonics-based Network Switching

NVIDIA is breaking new ground by integrating silicon photonics directly with its NVIDIA Quantum and NVIDIA Spectrum switch ICs. At GTC 2025, we announced the...
5 MIN READ
Mar 25, 2025

Automating AI Factories with NVIDIA Mission Control

Advanced AI models such as DeepSeek-R1 are proving that enterprises can now build cutting-edge AI models specialized with their own data and expertise. These...
7 MIN READ
Mar 24, 2025

Upcoming Event: NVIDIA at KubeCon and CloudNativeCon Europe

Attending KubeCon? Meet NVIDIA at booth S750, join our startup mixer, or stop by our 15+ sessions.
1 MIN READ