NVIDIA Technical Blog

Data Center / Cloud

NVIDIA Blackwell Ultra for the Era of AI Reasoning
Robotics

Building a Synthetic Motion Generation Pipeline for Humanoid Robot Learning
Top Stories

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

NVIDIA Blackwell Delivers World-Record DeepSeek-R1 Inference Performance
Robotics

Accelerate Generalist Humanoid Robot Development with NVIDIA Isaac GR00T N1

Recent

Mar 20, 2025

Accelerating Quantum Error Correction Research with NVIDIA Quantum

Noise is the notorious adversary of quantum computing. Qubits are sensitive to the slightest environmental perturbations, quickly causing errors to accumulate...

9 MIN READ

Mar 20, 2025

NVIDIA CUDA-Q Powers Quantum Applications Research

The NVIDIA CUDA-Q platform is designed to streamline software and hardware development for hybrid, accelerated quantum supercomputers. Users can write code...

10 MIN READ

Mar 20, 2025

NVIDIA Demonstrates GeForce NOW for Game AI Inference and Streamlined Hands-on Opportunities

NVIDIA cloud gaming service GeForce NOW is providing developers and publishers with new tools to bring their games to more gamers—and offer new experiences...

5 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 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

Mar 19, 2025

NVIDIA Virtual GPU 18.0 Enables VDI for AI on Every Virtualized Platform

NVIDIA Virtual GPU (vGPU) technology unlocks AI capabilities within Virtual Desktop Infrastructure (VDI), making it more powerful and versatile than ever...

4 MIN READ

An image of the NVIDIA Blackwell Ultra system on a black background.

Mar 19, 2025

NVIDIA Blackwell Ultra for the Era of AI Reasoning

For years, advancements in AI have followed a clear trajectory through pretraining scaling: larger models, more data, and greater computational resources lead...

5 MIN READ

Mar 19, 2025

NVIDIA Earth-2 Powers Regional AI Weather Forecasting in the United Arab Emirates

In the United Arab Emirates (UAE), extreme weather events disrupt daily life, delaying flights, endangering transportation, and complicating urban planning....

13 MIN READ

Mar 19, 2025

NVIDIA Aerial Omniverse Digital Twin Boosts Development of AI-Native Wireless and Deployment Flexibility

The wireless industry stands at the brink of a transformation, driven by the fusion of AI with advanced 5G and upcoming 6G technologies that promise...

9 MIN READ

Mar 19, 2025

MONAI Integrates Advanced Agentic Architectures to Establish Multimodal Medical AI Ecosystem

The growing volume and complexity of medical data—and the pressing need for early disease diagnosis and improved healthcare efficiency—are driving...

7 MIN READ

Mar 19, 2025

Guiding Generative Molecular Design with Experimental Feedback Using Oracles

Generative chemistry with AI has the potential to revolutionize how scientists approach drug discovery and development, health, and materials science and...

9 MIN READ

Mar 19, 2025

Shrink Genomics and Single-Cell Analysis Time to Minutes with NVIDIA Parabricks and NVIDIA AI Blueprints

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

Inference Performance

See all

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

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

Nov 19, 2024

Llama 3.2 Full-Stack Optimizations Unlock High Performance on NVIDIA GPUs

Meta recently released its Llama 3.2 series of vision language models (VLMs), which come in 11B parameter and 90B parameter variants. These models are...

6 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

Generative AI

See all

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 19, 2025

NVIDIA Blackwell Ultra for the Era of AI Reasoning

For years, advancements in AI have followed a clear trajectory through pretraining scaling: larger models, more data, and greater computational resources lead...

5 MIN READ

Mar 19, 2025

NVIDIA Earth-2 Powers Regional AI Weather Forecasting in the United Arab Emirates

In the United Arab Emirates (UAE), extreme weather events disrupt daily life, delaying flights, endangering transportation, and complicating urban planning....

13 MIN READ

Mar 19, 2025

MONAI Integrates Advanced Agentic Architectures to Establish Multimodal Medical AI Ecosystem

The growing volume and complexity of medical data—and the pressing need for early disease diagnosis and improved healthcare efficiency—are driving...

7 MIN READ

Mar 19, 2025

Guiding Generative Molecular Design with Experimental Feedback Using Oracles

Generative chemistry with AI has the potential to revolutionize how scientists approach drug discovery and development, health, and materials science and...

9 MIN READ

Mar 19, 2025

Shrink Genomics and Single-Cell Analysis Time to Minutes with NVIDIA Parabricks and NVIDIA AI Blueprints

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

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

Mar 18, 2025

NVIDIA NeMo Retriever Delivers Accurate Multimodal PDF Data Extraction 15x Faster

Enterprises are generating and storing more multimodal data than ever before, yet traditional retrieval systems remain largely text-focused. While they can...

11 MIN READ

Mar 18, 2025

Improve AI Code Generation Using NVIDIA AgentIQ Open-Source Toolkit

With the release of NVIDIA AgentIQ—an open-source library for connecting and optimizing teams of AI agents—developers, professionals, and researchers can...

12 MIN READ

Mar 18, 2025

Build Enterprise AI Agents with Advanced Open NVIDIA Llama Nemotron Reasoning Models

Organizations are embracing AI agents to enhance productivity and streamline operations. To maximize their impact, these agents need strong reasoning abilities...

10 MIN READ

Mar 18, 2025

Maximize AI Agent Performance with Data Flywheels Using NVIDIA NeMo Microservices

As agentic AI systems evolve and become essential for optimizing business processes, it is crucial for developers to update them regularly to stay aligned with...

11 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

Data Science

See all

Mar 19, 2025

Guiding Generative Molecular Design with Experimental Feedback Using Oracles

Generative chemistry with AI has the potential to revolutionize how scientists approach drug discovery and development, health, and materials science and...

9 MIN READ

Mar 19, 2025

Shrink Genomics and Single-Cell Analysis Time to Minutes with NVIDIA Parabricks and NVIDIA AI Blueprints

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

Mar 18, 2025

NVIDIA cuML Brings Zero Code Change Acceleration to scikit-learn

Scikit-learn, the most widely used ML library, is popular for processing tabular data because of its simple API, diversity of algorithms, and compatibility with...

8 MIN READ

Decorative image of dark blue background with points of light connected with lines.

Mar 06, 2025

Accelerate Apache Spark ML on NVIDIA GPUs with Zero Code Change

The NVIDIA RAPIDS Accelerator for Apache Spark software plug-in pioneered a zero code change user experience (UX) for GPU-accelerated data processing. It...

5 MIN READ

Mar 04, 2025

GPU-Accelerate Algorithmic Trading Simulations by over 100x with Numba

Quantitative developers need to run back-testing simulations to see how financial algorithms perform from a profit and loss (P&L) standpoint. Statistical...

12 MIN READ

Feb 28, 2025

Accelerate Medical Imaging AI Operations with Databricks Pixels 2.0 and MONAI

According to the World Health Organization (WHO), 3.6 billion medical imaging tests are performed every year globally to diagnose, monitor, and treat various...

11 MIN READ

Feb 27, 2025

High-Performance Remote IO With NVIDIA KvikIO

Workloads processing large amounts of data, especially those running on the cloud, will often use an object storage service (S3, Google Cloud Storage, Azure...

9 MIN READ

A diagram of how JSON data is processed.

Feb 20, 2025

JSON Lines Reading with pandas 100x Faster Using NVIDIA cuDF

JSON is a widely adopted format for text-based information working interoperably between systems, most commonly in web applications and large language models...

10 MIN READ

Feb 19, 2025

Understanding the Language of Life's Biomolecules Across Evolution at a New Scale with Evo 2

AI has evolved from an experimental curiosity to a driving force within biological research. The convergence of deep learning algorithms, massive omics...

9 MIN READ

Feb 14, 2025

Featured Sessions for Students at NVIDIA GTC 2025

Learn from researchers, scientists, and industry leaders across a variety of topics including AI, robotics, and Data Science.

1 MIN READ

Feb 13, 2025

Using NetworkX, Jaccard Similarity, and cuGraph to Predict Your Next Favorite Movie

As the amount of data available to everyone in the world increases, the ability for a consumer to make informed decisions becomes increasingly difficult....

9 MIN READ

Decorative image of code with a 9 in highlights in the background.

Feb 10, 2025

NVIDIA Open GPU Datacenter Drivers for RHEL9 Signed by Red Hat

NVIDIA and Red Hat have partnered to bring continued improvements to the precompiled NVIDIA Driver introduced in 2020. Last month, NVIDIA announced that the...

4 MIN READ

Robotics

See all

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

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 Deployment

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

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

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

An illustration for physical AI and robotics sessions.

Mar 05, 2025

Top Physical AI and Robotics Sessions at NVIDIA GTC 2025

Join these sessions to learn how accelerated computing, generative AI, and physics-based world simulation are advancing physical and embodied AI.

1 MIN READ

Feb 28, 2025

Featured OpenUSD Sessions at NVIDIA GTC 2025

Learn how to adopt and evolve OpenUSD for the world’s physical and industrial AI data pipelines and workflows.

1 MIN READ

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

Simulation / Modeling / Design

See all

Mar 20, 2025

Accelerating Quantum Error Correction Research with NVIDIA Quantum

Noise is the notorious adversary of quantum computing. Qubits are sensitive to the slightest environmental perturbations, quickly causing errors to accumulate...

9 MIN READ

Mar 20, 2025

NVIDIA CUDA-Q Powers Quantum Applications Research

The NVIDIA CUDA-Q platform is designed to streamline software and hardware development for hybrid, accelerated quantum supercomputers. Users can write code...

10 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

Mar 19, 2025

NVIDIA Earth-2 Powers Regional AI Weather Forecasting in the United Arab Emirates

In the United Arab Emirates (UAE), extreme weather events disrupt daily life, delaying flights, endangering transportation, and complicating urban planning....

13 MIN READ

Mar 19, 2025

NVIDIA Aerial Omniverse Digital Twin Boosts Development of AI-Native Wireless and Deployment Flexibility

The wireless industry stands at the brink of a transformation, driven by the fusion of AI with advanced 5G and upcoming 6G technologies that promise...

9 MIN READ

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

Mar 18, 2025

Using OpenUSD for Modular and Scalable Robotic Simulation and Deployment

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

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

Mar 18, 2025

NVIDIA and QuEra Decode Quantum Errors with AI

Qubits are inherently sensitive to noise, and it is expected that even the most robust qubits will always exhibit noise levels orders of magnitude from what’s...

10 MIN READ

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

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

Computer Vision / Video Analytics

See all

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

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

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

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

Feb 13, 2025

Upcoming Webinar: Unlocking Video Analytics With AI Agents

Master prompt engineering, fine-tuning, and customization to build video analytics AI agents.

1 MIN READ

Feb 10, 2025

Just Released: Tripy, a Python Programming Model For TensorRT

Experience high-performance inference, usability, intuitive APIs, easy debugging with eager mode, clear error messages, and more.

1 MIN READ

Feb 05, 2025

Featured Researcher and Educator Sessions at NVIDIA GTC 2025

Explore the latest advancements in academia, including advanced research, innovative teaching methods, and the future of learning and technology.

1 MIN READ

Feb 04, 2025

New AI Model Offers Cellular-Level View of Cancerous Tumors

Researchers studying cancer unveiled a new AI model that provides cellular-level mapping and visualizations of cancer cells, which scientists hope can shed...

3 MIN READ

Content Creation / Rendering

See all

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

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

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

Feb 06, 2025

NVIDIA RTX Mega Geometry Now Available with New Vulkan Samples

Geometric detail in computer graphics has increased exponentially in the past 30 years. To render high quality assets with higher instance counts and greater...

5 MIN READ

Jan 30, 2025

Build Apps with Neural Rendering Using NVIDIA Nsight Developer Tools on GeForce RTX 50 Series GPUs

The next generation of NVIDIA graphics hardware has arrived. Powered by NVIDIA Blackwell, GeForce RTX 50 Series GPUs deliver groundbreaking new RTX features...

4 MIN READ

Jan 30, 2025

How to Integrate NVIDIA DLSS 4 into Your Game with NVIDIA Streamline

NVIDIA DLSS 4 is the latest iteration of DLSS introduced with the NVIDIA GeForce RTX 50 Series GPUs. It includes several new features: DLSS Multi Frame...

8 MIN READ

Jan 13, 2025

Just Released: Learn OpenUSD with New Applied Concepts Courses

Take the three self-paced courses at no cost through the NVIDIA Deep Learning Institute (DLI).

1 MIN READ

Jan 09, 2025

Upcoming Livestream: NVIDIA Developer Highlights from CES 2025

Tune in January 16th at 9:00 AM PT for a live recap, followed by a Q&A of the latest developer announcements at CES 2025.

1 MIN READ

Jan 06, 2025

NVIDIA RTX Neural Rendering Introduces Next Era of AI-Powered Graphics Innovation

NVIDIA today unveiled next-generation hardware for gamers, creators, and developers—the GeForce RTX 50 Series desktop and laptop GPUs. Alongside these GPUs,...

12 MIN READ

Conversational AI

See all

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

Jan 09, 2025

Announcing Nemotron-CC: A Trillion-Token English Language Dataset for LLM Pretraining

NVIDIA is excited to announce the release of Nemotron-CC, a 6.3-trillion-token English language Common Crawl dataset for pretraining highly accurate large...

4 MIN READ

Jan 09, 2025

Upcoming Livestream: NVIDIA Developer Highlights from CES 2025

Tune in January 16th at 9:00 AM PT for a live recap, followed by a Q&A of the latest developer announcements at CES 2025.

1 MIN READ

A surgeon using a medical device in an operating room.

Dec 20, 2024

Build a Generative AI Medical Device Training Assistant with NVIDIA NIM Microservices

Innovation in medical devices continues to accelerate, with a record number authorized by the FDA every year. When these new or updated devices are introduced...

5 MIN READ

Dec 16, 2024

Sandboxing Agentic AI Workflows with WebAssembly

Agentic AI workflows often involve the execution of large language model (LLM)-generated code to perform tasks like creating data visualizations. However, this...

7 MIN READ

Dec 11, 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

Nov 22, 2024

Hymba Hybrid-Head Architecture Boosts Small Language Model Performance

Transformers, with their attention-based architecture, have become the dominant choice for language models (LMs) due to their strong performance,...

12 MIN READ

Edge Computing

See all

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

Nov 25, 2024

Just Released: NVIDIA DeepStream 7.1

The new release introduces Python support in Service Maker to accelerate real-time multimedia and AI inference applications with a powerful GStreamer...

1 MIN READ

Nov 22, 2024

Hymba Hybrid-Head Architecture Boosts Small Language Model Performance

Transformers, with their attention-based architecture, have become the dominant choice for language models (LMs) due to their strong performance,...

12 MIN READ

Nov 21, 2024

NVIDIA JetPack 6.1 Boosts Performance and Security through Camera Stack Optimizations and Introduction of Firmware TPM

NVIDIA JetPack has continuously evolved to offer cutting-edge software tailored to the growing needs of edge AI and robotic developers. With each release,...

8 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

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

Data Center / Cloud

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Mar 20, 2025

NVIDIA Demonstrates GeForce NOW for Game AI Inference and Streamlined Hands-on Opportunities

NVIDIA cloud gaming service GeForce NOW is providing developers and publishers with new tools to bring their games to more gamers—and offer new experiences...

5 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 19, 2025

NVIDIA Virtual GPU 18.0 Enables VDI for AI on Every Virtualized Platform

NVIDIA Virtual GPU (vGPU) technology unlocks AI capabilities within Virtual Desktop Infrastructure (VDI), making it more powerful and versatile than ever...

4 MIN READ

Mar 19, 2025

NVIDIA Blackwell Ultra for the Era of AI Reasoning

For years, advancements in AI have followed a clear trajectory through pretraining scaling: larger models, more data, and greater computational resources lead...

5 MIN READ

Mar 19, 2025

NVIDIA Earth-2 Powers Regional AI Weather Forecasting in the United Arab Emirates

In the United Arab Emirates (UAE), extreme weather events disrupt daily life, delaying flights, endangering transportation, and complicating urban planning....

13 MIN READ

Mar 19, 2025

Shrink Genomics and Single-Cell Analysis Time to Minutes with NVIDIA Parabricks and NVIDIA AI Blueprints

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

Mar 18, 2025

Seamlessly Scale AI Across Cloud Environments with NVIDIA DGX Cloud Serverless Inference

NVIDIA DGX Cloud Serverless Inference is an auto-scaling AI inference solution that enables application deployment with speed and reliability. Powered by NVIDIA...

9 MIN READ

Mar 18, 2025

Measure and Improve AI Workload Performance with NVIDIA DGX Cloud Benchmarking

As AI capabilities advance, understanding the impact of hardware and software infrastructure choices on workload performance is crucial for both technical...

7 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

Mar 13, 2025

Networking Reliability and Observability at Scale with NCCL 2.24

The NVIDIA Collective Communications Library (NCCL) implements multi-GPU and multinode (MGMN) communication primitives optimized for NVIDIA GPUs and networking....

14 MIN READ

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