Recent

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Decorative image of a car driving at night with light streaks.
Jul 23, 2024

Accelerate AI Infrastructure Using an NVIDIA Bluefield-3 DPU Integration with DDN Storage

As AI becomes integral to organizational innovation and competitive advantage, the need for efficient and scalable infrastructure is more critical than ever. A...
6 MIN READ
Decorative image of a llama in cool sunglasses against a sunny landscape.
Jul 23, 2024

Supercharging Llama 3.1 across NVIDIA Platforms

Meta's Llama collection of large language models are the most popular foundation models in the open-source community today, supporting a variety of use cases....
8 MIN READ
An illustration representing text retrieval pipelines for RAG.
Jul 23, 2024

Develop Production-Grade Text Retrieval Pipelines for RAG with NVIDIA NeMo Retriever 

Enterprises are sitting on a goldmine of data waiting to be used to improve efficiency, save money, and ultimately enable higher productivity. With generative...
6 MIN READ
An illustrations representing agnetic RAG.
Jul 23, 2024

Build an Agentic RAG Pipeline with Llama 3.1 and NVIDIA NeMo Retriever NIMs

Employing retrieval-augmented generation (RAG) is an effective strategy for ensuring large language model (LLM) responses are up-to-date and not...
7 MIN READ
An illustration representing syntheti
Jul 23, 2024

Creating Synthetic Data Using Llama 3.1 405B

Synthetic data isn’t about creating new information. It's about transforming existing information to create different variants. For over a decade, synthetic...
15 MIN READ
Llama 3 Performance with NVIDIA TensorRT-LLM and NVIDIA Triton Inference Server
Jul 23, 2024

Customize Generative AI Models for Enterprise Applications with Llama 3.1

The newly unveiled Llama 3.1 collection of 8B, 70B, and 405B large language models (LLMs) is narrowing the gap between proprietary and open-source models. Their...
9 MIN READ
Two individuals looking at a computer in a telco network operations center.
Jul 23, 2024

Transforming Telco Network Operations Centers with NVIDIA NeMo Retriever and NVIDIA NIM

Telecom companies are challenged with consistently meeting service level agreements (SLAs) for end customers that ensure network quality of service. This...
8 MIN READ
Telco wireless network design.
Jul 23, 2024

Automating Telco Network Design using NVIDIA NIM and NVIDIA NeMo

Telecom wireless network design demands streamlined processes and standardized approaches. Network architects, engineers, and IT professionals are challenged...
7 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
Jul 22, 2024

Spotlight: HP 3D Printing and NVIDIA Modulus Collaborate on Open-Source Manufacturing Digital Twin

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
Radio map of coverage over Paris.
Jul 22, 2024

Fast and Differentiable Radio Maps with NVIDIA Instant RM

Wireless networks are the essential infrastructure that enables seamless connectivity. To ensure the best performance, whether in a single building or a whole...
4 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

Generative AI

See all
Decorative image of a car driving at night with light streaks.
Jul 23, 2024

Accelerate AI Infrastructure Using an NVIDIA Bluefield-3 DPU Integration with DDN Storage

As AI becomes integral to organizational innovation and competitive advantage, the need for efficient and scalable infrastructure is more critical than ever. A...
6 MIN READ
Decorative image of a llama in cool sunglasses against a sunny landscape.
Jul 23, 2024

Supercharging Llama 3.1 across NVIDIA Platforms

Meta's Llama collection of large language models are the most popular foundation models in the open-source community today, supporting a variety of use cases....
8 MIN READ
An illustration representing text retrieval pipelines for RAG.
Jul 23, 2024

Develop Production-Grade Text Retrieval Pipelines for RAG with NVIDIA NeMo Retriever 

Enterprises are sitting on a goldmine of data waiting to be used to improve efficiency, save money, and ultimately enable higher productivity. With generative...
6 MIN READ
An illustrations representing agnetic RAG.
Jul 23, 2024

Build an Agentic RAG Pipeline with Llama 3.1 and NVIDIA NeMo Retriever NIMs

Employing retrieval-augmented generation (RAG) is an effective strategy for ensuring large language model (LLM) responses are up-to-date and not...
7 MIN READ
An illustration representing syntheti
Jul 23, 2024

Creating Synthetic Data Using Llama 3.1 405B

Synthetic data isn’t about creating new information. It's about transforming existing information to create different variants. For over a decade, synthetic...
15 MIN READ
Llama 3 Performance with NVIDIA TensorRT-LLM and NVIDIA Triton Inference Server
Jul 23, 2024

Customize Generative AI Models for Enterprise Applications with Llama 3.1

The newly unveiled Llama 3.1 collection of 8B, 70B, and 405B large language models (LLMs) is narrowing the gap between proprietary and open-source models. Their...
9 MIN READ
Two individuals looking at a computer in a telco network operations center.
Jul 23, 2024

Transforming Telco Network Operations Centers with NVIDIA NeMo Retriever and NVIDIA NIM

Telecom companies are challenged with consistently meeting service level agreements (SLAs) for end customers that ensure network quality of service. This...
8 MIN READ
Telco wireless network design.
Jul 23, 2024

Automating Telco Network Design using NVIDIA NIM and NVIDIA NeMo

Telecom wireless network design demands streamlined processes and standardized approaches. Network architects, engineers, and IT professionals are challenged...
7 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
Jul 18, 2024

Spotlight: UneeQ Revolutionizes Customer Engagement with AI-Powered Digital Humans

With the rise of chatbots and virtual assistants, customer interactions have evolved to embrace the versatility of voice and text inputs. However, integrating...
4 MIN READ
Illustration showing models and NeMo.
Jul 17, 2024

NVIDIA NeMo Accelerates LLM Innovation with Hybrid State Space Model Support

Today’s large language models (LLMs) are based on the transformer model architecture introduced in 2017. Since then, rapid advances in AI compute performance...
7 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

AI Foundation Models

See all
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

Introducing SDXL-Lightning: New Lightning-Fast Model on NVIDIA API Catalog

Create high-resolution images with remarkable efficiency with the Advanced text-to-image generation model, SDXL-Lightning, available and optimized now on the...
1 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
Decorative image of LLM workflow.
Apr 26, 2024

New LLM: Snowflake Arctic Model for SQL and Code Generation

Large language models (LLMs) have revolutionized natural language processing (NLP) in recent years, enabling a wide range of applications such as text...
3 MIN READ
Apr 22, 2024

Mistral Large and Mixtral 8x22B LLMs Now Powered by NVIDIA NIM and NVIDIA API

This week’s model release features two new NVIDIA AI Foundation models, Mistral Large and Mixtral 8x22B, both developed by Mistral AI. These cutting-edge...
4 MIN READ

Simulation / Modeling / Design

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Two individuals looking at a computer in a telco network operations center.
Jul 23, 2024

Transforming Telco Network Operations Centers with NVIDIA NeMo Retriever and NVIDIA NIM

Telecom companies are challenged with consistently meeting service level agreements (SLAs) for end customers that ensure network quality of service. This...
8 MIN READ
Telco wireless network design.
Jul 23, 2024

Automating Telco Network Design using NVIDIA NIM and NVIDIA NeMo

Telecom wireless network design demands streamlined processes and standardized approaches. Network architects, engineers, and IT professionals are challenged...
7 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
Jul 22, 2024

Spotlight: HP 3D Printing and NVIDIA Modulus Collaborate on Open-Source Manufacturing Digital Twin

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
Radio map of coverage over Paris.
Jul 22, 2024

Fast and Differentiable Radio Maps with NVIDIA Instant RM

Wireless networks are the essential infrastructure that enables seamless connectivity. To ensure the best performance, whether in a single building or a whole...
4 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
Decorative image of light fields in green, purple, and blue.
Jul 17, 2024

NVIDIA Transitions Fully Towards Open-Source GPU Kernel Modules

With the R515 driver, NVIDIA released a set of Linux GPU kernel modules in May 2022 as open source with dual GPL and MIT licensing. The initial release targeted...
7 MIN READ
GIF of a factory floor with potential paths marked in green.
Jul 16, 2024

Building an AI Agent for Supply Chain Optimization with NVIDIA NIM and cuOpt

Enterprises face significant challenges in making supply chain decisions that maximize profits while adapting quickly to dynamic changes. Optimal supply chain...
8 MIN READ
Jul 12, 2024

Boosting Mathematical Optimization Performance and Energy Efficiency on the NVIDIA Grace CPU

Mathematical optimization is a powerful tool that enables businesses and people to make smarter decisions and reach any number of goals—from improving...
4 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
A GIF showing the creation of a building image with diffusion models.
Jul 10, 2024

Understanding Diffusion Models: An Essential Guide for AEC Professionals

Generative AI, the ability of algorithms to process various types of inputs—such as text, images, audio, video, and code—and generate new content, is...
13 MIN READ

Robotics

See all
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
Decorative image of avatars working in different office locations.
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...
12 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
Image of a robotic arm lifting a package.
Jun 13, 2024

Build OpenUSD Applications for the Cloud with NVIDIA Omniverse Kit 106 Milestone Release

NVIDIA Omniverse is a platform that enables you to build applications for complex 3D and industrial digitalization workflows based on Universal Scene...
5 MIN READ
Jun 05, 2024

Build a Zero-Copy AI Sensor Processing Pipeline with OpenCV in NVIDIA Holoscan SDK

NVIDIA Holoscan is the NVIDIA domain-agnostic multimodal real-time AI sensor processing platform that delivers the foundation for developers to build their...
6 MIN READ
Jun 04, 2024

Power Cloud-Native Microservices at the Edge with NVIDIA JetPack 6.0, Now GA

NVIDIA JetPack SDK powers NVIDIA Jetson modules, offering a comprehensive solution for building end-to-end accelerated AI applications. JetPack 6 expands the...
12 MIN READ

Computer Vision / Video Analytics

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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
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 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 26, 2024

Improving Video Quality with the NVIDIA Video Codec SDK 12.2 for HEVC

NVIDIA Video Codec SDK provides a comprehensive set of APIs for hardware-accelerated video encode and decode on Windows and Linux. The 12.2 release improves...
7 MIN READ
Image of a factory floor with loading equipment and a person with a clipboard.
Jun 26, 2024

Transforming Microsoft XLS and PPT Files into a Factory Digital Twin with OpenUSD

SyncTwin GmbH, a company that builds software to optimize production, intralogistics, and assembly, is on a mission to unlock industrial digital twins for small...
7 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

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
Decorative image of avatars working in different office locations.
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...
12 MIN READ
Jun 18, 2024

Generate Traffic Insights Using YOLOv8 and NVIDIA JetPack 6.0

Intelligent Transportation Systems (ITS) applications are becoming increasingly valuable and prevalent in modern urban environments. The benefits of using ITS...
11 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
Decorative image.
Jun 06, 2024

MediaTek Integrates NVIDIA TAO Toolkit for IoT Edge AI Development

MediaTek is teaming with NVIDIA to integrate NVIDIA TAO training and pretrained models into its development workflow, bringing advanced AI and visual perception...
1 MIN READ
Jun 05, 2024

Build a Zero-Copy AI Sensor Processing Pipeline with OpenCV in NVIDIA Holoscan SDK

NVIDIA Holoscan is the NVIDIA domain-agnostic multimodal real-time AI sensor processing platform that delivers the foundation for developers to build their...
6 MIN READ

Data Science

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Jul 18, 2024

Accelerating Vector Search: RAPIDS cuVS IVF-PQ Part 2, Performance Tuning

In the first part of the series, we presented an overview of the IVF-PQ algorithm and explained how it builds on top of the IVF-Flat algorithm, using the...
14 MIN READ
Jul 18, 2024

Accelerating Vector Search: RAPIDS cuVS IVF-PQ Part 1, Deep Dive

In this blog post, we continue the series on accelerating vector search using cuVS. Our previous post in the series introduced IVF-Flat, a fast algorithm for...
14 MIN READ
Jul 17, 2024

Encoding and Compression Guide for Parquet String Data Using RAPIDS

Parquet writers provide encoding and compression options that are turned off by default. Enabling these options may provide better lossless compression for your...
10 MIN READ
GIF of a factory floor with potential paths marked in green.
Jul 16, 2024

Building an AI Agent for Supply Chain Optimization with NVIDIA NIM and cuOpt

Enterprises face significant challenges in making supply chain decisions that maximize profits while adapting quickly to dynamic changes. Optimal supply chain...
8 MIN READ
Jul 15, 2024

Unlock Gene Networks Using Limited Data with AI Model Geneformer

Geneformer is a recently introduced and powerful AI model that learns gene network dynamics and interactions using transfer learning from vast single-cell...
6 MIN READ
Jul 12, 2024

Event: WeAreDevelopers World Congress 2024

Join NVIDIA at WeAreDevelopers July 17-19 to learn how accelerated computing tools powered by GPUs are shaping the future.
1 MIN READ
Jul 12, 2024

Boosting Mathematical Optimization Performance and Energy Efficiency on the NVIDIA Grace CPU

Mathematical optimization is a powerful tool that enables businesses and people to make smarter decisions and reach any number of goals—from improving...
4 MIN READ
An illustration showing a securit alert.
Jul 11, 2024

Defending AI Model Files from Unauthorized Access with Canaries

As AI models grow in capability and cost of creation, and hold more sensitive or proprietary data, securing them at rest is increasingly important....
6 MIN READ
Jul 11, 2024

Optimize AI Model Performance and Maintain Data Privacy with Hybrid RAG

The rapidly evolving field of generative AI is focused on building neural networks that can create realistic content such as text, images, audio, and synthetic...
7 MIN READ
Jul 09, 2024

Just Released: nvmath-python

nvmath-python is an open-source Python library that provides high performance access to the core mathematical operations in the NVIDIA Math Libraries. Available...
1 MIN READ
Two b&w images of a woman in a hat, one image in a higher resolution.
Jul 05, 2024

Explainer: What Is K-Means?

K-means is a clustering algorithm—one of the simplest and most popular unsupervised machine learning (ML) algorithms for data scientists.
1 MIN READ
A man working at a laptop.
Jul 03, 2024

Maximize GPU performance with Near-Real-Time Usage Stats on NVDashboard v0.10

At NVIDIA GTC 2024, the RAPIDS team demonstrated new features on NVDashboard v0.10 a dashboard that runs on JupyterLab, for monitoring GPU usage to help...
6 MIN READ

Content Creation / Rendering

See all
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
Jul 18, 2024

Spotlight: UneeQ Revolutionizes Customer Engagement with AI-Powered Digital Humans

With the rise of chatbots and virtual assistants, customer interactions have evolved to embrace the versatility of voice and text inputs. However, integrating...
4 MIN READ
A GIF showing the creation of a building image with diffusion models.
Jul 10, 2024

Understanding Diffusion Models: An Essential Guide for AEC Professionals

Generative AI, the ability of algorithms to process various types of inputs—such as text, images, audio, video, and code—and generate new content, is...
13 MIN READ
Jun 26, 2024

Improving Video Quality with the NVIDIA Video Codec SDK 12.2 for HEVC

NVIDIA Video Codec SDK provides a comprehensive set of APIs for hardware-accelerated video encode and decode on Windows and Linux. The 12.2 release improves...
7 MIN READ
Image of a robotic arm lifting a package.
Jun 13, 2024

Build OpenUSD Applications for the Cloud with NVIDIA Omniverse Kit 106 Milestone Release

NVIDIA Omniverse is a platform that enables you to build applications for complex 3D and industrial digitalization workflows based on Universal Scene...
5 MIN READ
Jun 10, 2024

Reallusion Brings Digital Characters to Life with NVIDIA AI

In today's digital age, creating realistic animated characters is crucial for filmmakers, game developers, and content creators looking to bring their visions...
6 MIN READ
Comparison of 1080p and 4K RTX VSR and HDR.
Jun 06, 2024

Enhancing Low-Resolution SDR Video with the NVIDIA RTX Video SDK

NVIDIA RTX Video is a collection of AI video enhancements that improve the visual quality of lower-quality video.  RTX Video Super Resolution was announced...
2 MIN READ
Jun 04, 2024

Build Lifelike Digital Humans with NVIDIA ACE, Now Generally Available

NVIDIA ACE—a suite of technologies bringing digital humans to life with generative AI—is now generally available for developers. Packaged as NVIDIA NIMs,...
5 MIN READ
May 31, 2024

How to Train an Object Detection Model for Visual Inspection with Synthetic Data

AI is rapidly changing industrial visual inspection. In a factory setting, visual inspection is used for many issues, including detecting defects and missing or...
8 MIN READ
May 16, 2024

Webinar: Path Traced Visuals in Unreal Engine

Integrate RTX into your own game and understand what ReSTIR means for the future of real-time lighting in this May 21 webinar.
1 MIN READ
Three reflective green spheres hovering above three white platforms on a neutral background.
Apr 29, 2024

GPU-Powered Windows 365 Cloud PCs with NVIDIA RTX Virtual Workstation for High-End Graphics Workloads

Professional workflows have become more complex with the increased demand for graphics-intensive scenarios.  From regular office applications to demanding...
7 MIN READ
Apr 26, 2024

Enhance Text-to-Image Fine-Tuning with DRaFT+, Now Part of NVIDIA NeMo

Text-to-image diffusion models have been established as a powerful method for high-fidelity image generation based on given text. Nevertheless, diffusion models...
10 MIN READ

Conversational AI

See all
Jul 18, 2024

Spotlight: UneeQ Revolutionizes Customer Engagement with AI-Powered Digital Humans

With the rise of chatbots and virtual assistants, customer interactions have evolved to embrace the versatility of voice and text inputs. However, integrating...
4 MIN READ
Jul 18, 2024

Accelerating Vector Search: RAPIDS cuVS IVF-PQ Part 2, Performance Tuning

In the first part of the series, we presented an overview of the IVF-PQ algorithm and explained how it builds on top of the IVF-Flat algorithm, using the...
14 MIN READ
Jul 18, 2024

Accelerating Vector Search: RAPIDS cuVS IVF-PQ Part 1, Deep Dive

In this blog post, we continue the series on accelerating vector search using cuVS. Our previous post in the series introduced IVF-Flat, a fast algorithm for...
14 MIN READ
Illustration showing models and NeMo.
Jul 17, 2024

NVIDIA NeMo Accelerates LLM Innovation with Hybrid State Space Model Support

Today’s large language models (LLMs) are based on the transformer model architecture introduced in 2017. Since then, rapid advances in AI compute performance...
7 MIN READ
Jul 16, 2024

New Workshops: Customize LLMs, Build and Deploy Large Neural Networks

Register now for an instructor-led public workshop in July, August or September. Space is limited.
1 MIN READ
Jul 12, 2024

Train Generative AI Models More Efficiently with New NVIDIA Megatron-Core Functionalities

First introduced in 2019, NVIDIA Megatron-LM sparked a wave of innovation in the AI community, enabling researchers and developers to use the underpinnings of...
11 MIN READ
Jul 02, 2024

Addressing Hallucinations in Speech Synthesis LLMs with the NVIDIA NeMo T5-TTS Model

NVIDIA NeMo has released the T5-TTS model, a significant advancement in text-to-speech (TTS) technology. Based on large language models (LLMs), T5-TTS produces...
4 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 26, 2024

Generate High-Quality, Context-Aware Responses for Chatbots and Search Engines with Llama 3-ChatQA

Experience and test Llama3-ChatQA models at scale with performance optimized NVIDIA NIM inference microservice using the NVIDIA API catalog.
1 MIN READ
Jun 20, 2024

AI Brain Implant Restores Bilingual Communication for Stroke Survivor

Scientists have enabled a stroke survivor, who is unable to speak, to communicate in both Spanish and English by training a neuroprosthesis implant to decode...
3 MIN READ
Jun 12, 2024

Introducing Grouped GEMM APIs in cuBLAS and More Performance Updates

The latest release of NVIDIA cuBLAS library, version 12.5, continues to deliver functionality and performance to deep learning (DL) and high-performance...
7 MIN READ
An illustration representing an embedding model.
Jun 10, 2024

NVIDIA Text Embedding Model Tops MTEB Leaderboard

The latest embedding model from NVIDIA—NV-Embed—set a new record for embedding accuracy with a score of 69.32 on the Massive Text Embedding Benchmark...
6 MIN READ

Edge Computing

See all
Jul 22, 2024

Spotlight: HP 3D Printing and NVIDIA Modulus Collaborate on Open-Source Manufacturing Digital Twin

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
Jun 18, 2024

Generate Traffic Insights Using YOLOv8 and NVIDIA JetPack 6.0

Intelligent Transportation Systems (ITS) applications are becoming increasingly valuable and prevalent in modern urban environments. The benefits of using ITS...
11 MIN READ
Decorative image of TensorRT workflow on a black background.
Jun 11, 2024

Maximum Performance and Minimum Footprint for AI Apps with NVIDIA TensorRT Weight-Stripped Engines

NVIDIA TensorRT, an established inference library for data centers, has rapidly emerged as a desirable inference backend for NVIDIA GeForce RTX and NVIDIA RTX...
8 MIN READ
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Jun 06, 2024

MediaTek Integrates NVIDIA TAO Toolkit for IoT Edge AI Development

MediaTek is teaming with NVIDIA to integrate NVIDIA TAO training and pretrained models into its development workflow, bringing advanced AI and visual perception...
1 MIN READ
Jun 05, 2024

Build a Zero-Copy AI Sensor Processing Pipeline with OpenCV in NVIDIA Holoscan SDK

NVIDIA Holoscan is the NVIDIA domain-agnostic multimodal real-time AI sensor processing platform that delivers the foundation for developers to build their...
6 MIN READ
Jun 04, 2024

Power Cloud-Native Microservices at the Edge with NVIDIA JetPack 6.0, Now GA

NVIDIA JetPack SDK powers NVIDIA Jetson modules, offering a comprehensive solution for building end-to-end accelerated AI applications. JetPack 6 expands the...
12 MIN READ

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Jul 23, 2024

Accelerate AI Infrastructure Using an NVIDIA Bluefield-3 DPU Integration with DDN Storage

As AI becomes integral to organizational innovation and competitive advantage, the need for efficient and scalable infrastructure is more critical than ever. A...
6 MIN READ
Jul 22, 2024

Spotlight: HP 3D Printing and NVIDIA Modulus Collaborate on Open-Source Manufacturing Digital Twin

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

Accelerating Vector Search: RAPIDS cuVS IVF-PQ Part 2, Performance Tuning

In the first part of the series, we presented an overview of the IVF-PQ algorithm and explained how it builds on top of the IVF-Flat algorithm, using the...
14 MIN READ
Jul 18, 2024

Accelerating Vector Search: RAPIDS cuVS IVF-PQ Part 1, Deep Dive

In this blog post, we continue the series on accelerating vector search using cuVS. Our previous post in the series introduced IVF-Flat, a fast algorithm for...
14 MIN READ
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Jul 17, 2024

NVIDIA Transitions Fully Towards Open-Source GPU Kernel Modules

With the R515 driver, NVIDIA released a set of Linux GPU kernel modules in May 2022 as open source with dual GPL and MIT licensing. The initial release targeted...
7 MIN READ
Jul 15, 2024

Power Your AI Projects with New NVIDIA NIMs for Mistral and Mixtral Models

Large language models (LLMs) are growing in adoption across enterprise organizations, with many building them into their AI applications. Foundation models are...
5 MIN READ
Jul 12, 2024

Event: WeAreDevelopers World Congress 2024

Join NVIDIA at WeAreDevelopers July 17-19 to learn how accelerated computing tools powered by GPUs are shaping the future.
1 MIN READ
Jul 09, 2024

Just Released: nvmath-python

nvmath-python is an open-source Python library that provides high performance access to the core mathematical operations in the NVIDIA Math Libraries. Available...
1 MIN READ
Jul 03, 2024

Just Released: cuDSS 0.3.0

cuDSS (Preview) is an accelerated direct sparse solver. It now supports multi-GPU multi-node platforms, and introduces a hybrid memory mode.
1 MIN READ
Jul 02, 2024

Checkpointing CUDA Applications with CRIU

Checkpoint and restore functionality for CUDA is exposed through a command-line utility called cuda-checkpoint. This utility can be used to transparently...
7 MIN READ
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Jul 01, 2024

How Cutting-Edge Computer Chips are Speeding Up the AI Revolution

Featured in Nature, this post delves into how GPUs and other advanced technologies are meeting the computational challenges posed by AI.
1 MIN READ