-
Top StoriesAI Brain Implant Restores Bilingual Communication for Stroke Survivor
-
Generative AILeverage Our Latest Open Models for Synthetic Data Generation with NVIDIA Nemotron-4 340B
-
Generative AIEnd-to-End Driving at Scale with Hydra-MDP
-
Data Center / CloudDemystifying AI Inference Deployments for Trillion Parameter Large Language Models
-
Data Center / CloudNVIDIA Sets New Generative AI Performance and Scale Records in MLPerf Training v4.0
Recent
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/operating-room-medical-staff-robotic-arms-1-960x540.png)
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
![A man working at a laptop.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/AdobeStock_344219573-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/DatacenterKV-2-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/DeepSeek-e1720012355496-960x540.jpg)
Jul 03, 2024
Power Advanced Coding Capabilities with Deepseek Code LLM
Deepseek Coder v2, available as an NVIDIA NIM microservice, enhances project-level coding and infilling tasks.
1 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/llm-composite-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/Achieving-High-Mixtral-8x7B-Performance-with-NVIDIA-H100-Tensor-Core-GPUs-and-TensorRT-LLM.png)
Jul 02, 2024
Achieving High Mixtral 8x7B Performance with NVIDIA H100 Tensor Core GPUs and TensorRT-LLM
As large language models (LLMs) continue to grow in size and complexity, the performance requirements for serving them quickly and cost-effectively continue to...
9 MIN READ
![An image representing cybersecurity.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/image4-1-960x540.png)
Jul 02, 2024
Advancing Security for Large Language Models with NVIDIA GPUs and Edgeless Systems
Edgeless Systems introduced Continuum AI, the first generative AI framework that keeps prompts encrypted at all times with confidential computing by combining...
6 MIN READ
![Illustration representing Phi-3-Medium.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/Phi-3-Medium-960x540.png)
Jul 02, 2024
Phi-3-Medium: Now Available on the NVIDIA API Catalog
Phi-3-Medium accelerates research with logic-rich features in both short (4K) and long (128K) context.
1 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/CUDA-CRIU-Main-Image-1-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/abstract-lines-1-960x540.jpg)
Jul 01, 2024
StarCoder2-15B: A Powerful LLM for Code Generation, Summarization, and Documentation
Trained on 600+ programming languages, StarCoder2-15B is now packaged as a NIM inference microservice available for free from the NVIDIA API catalog.
1 MIN READ
![Image of NVIDIA GB200.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/gb200-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/model-icons-960x540.png)
Jul 01, 2024
Deploy GPU-Optimized AI Software with One Click Using Brev.dev and NVIDIA NGC Catalog
Brev.dev is making it easier to develop AI solutions by leveraging software libraries, frameworks, and Jupyter Notebooks on the NVIDIA NGC catalog. You can use...
7 MIN READ
Generative AI
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/DeepSeek-e1720012355496-960x540.jpg)
Jul 03, 2024
Power Advanced Coding Capabilities with Deepseek Code LLM
Deepseek Coder v2, available as an NVIDIA NIM microservice, enhances project-level coding and infilling tasks.
1 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/llm-composite-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/Achieving-High-Mixtral-8x7B-Performance-with-NVIDIA-H100-Tensor-Core-GPUs-and-TensorRT-LLM.png)
Jul 02, 2024
Achieving High Mixtral 8x7B Performance with NVIDIA H100 Tensor Core GPUs and TensorRT-LLM
As large language models (LLMs) continue to grow in size and complexity, the performance requirements for serving them quickly and cost-effectively continue to...
9 MIN READ
![An image representing cybersecurity.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/image4-1-960x540.png)
Jul 02, 2024
Advancing Security for Large Language Models with NVIDIA GPUs and Edgeless Systems
Edgeless Systems introduced Continuum AI, the first generative AI framework that keeps prompts encrypted at all times with confidential computing by combining...
6 MIN READ
![Illustration representing Phi-3-Medium.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/Phi-3-Medium-960x540.png)
Jul 02, 2024
Phi-3-Medium: Now Available on the NVIDIA API Catalog
Phi-3-Medium accelerates research with logic-rich features in both short (4K) and long (128K) context.
1 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/abstract-lines-1-960x540.jpg)
Jul 01, 2024
StarCoder2-15B: A Powerful LLM for Code Generation, Summarization, and Documentation
Trained on 600+ programming languages, StarCoder2-15B is now packaged as a NIM inference microservice available for free from the NVIDIA API catalog.
1 MIN READ
![Image of NVIDIA GB200.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/gb200-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/model-icons-960x540.png)
Jul 01, 2024
Deploy GPU-Optimized AI Software with One Click Using Brev.dev and NVIDIA NGC Catalog
Brev.dev is making it easier to develop AI solutions by leveraging software libraries, frameworks, and Jupyter Notebooks on the NVIDIA NGC catalog. You can use...
7 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/ngc-press-gemma-2-model-1920x10801-1-960x540.jpg)
Jul 01, 2024
Google's New Gemma 2 Model Now Optimized and Available on NVIDIA API Catalog
Gemma 2, the next generation of Google Gemma models, is now optimized with TensorRT-LLM and packaged as NVIDIA NIM inference microservice.
1 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/abstract-chart-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/abstract-graphic.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/NVIDIA-RAG-apps-on-NIM-1-960x540.jpg)
Jun 28, 2024
Create RAG Applications Using NVIDIA NIM and Haystack on Kubernetes
Step-by-step guide to build robust, scalable RAG apps with Haystack and NVIDIA NIMs on Kubernetes.
1 MIN READ
AI Foundation Models
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/abstract-chart-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/medical-imaging-sdg-1-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/SDXL_Lightning_quicklink-960x540.jpeg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/Solar_Quicklink-960x540.jpeg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/Breeze_API-NVIDIA-featured-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/BGE_APICatalog-NVIDIA-featured-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/NVIDIA-CodeGemma-foundation-model-960x540.jpeg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/IMG_2317-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/steerlm-purple-green-graphic-1-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/04/llm-graphic-960x540.jpg)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/04/llm-social-inform-beat-technews-2-2597373-1920x1080-1-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/04/llm-microservices-graphic-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/DatacenterKV-2-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/CUDA-CRIU-Main-Image-1-960x540.png)
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
![Abstract image with three different illustrations representing HPC applications.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2023/07/HPC-SDK-960x540.jpg)
Jun 28, 2024
Explainer: What Is High-Performance Computing?
High-performance computing (HPC) is the art and science of using groups of cutting-edge computer systems to perform complex simulations, computations, and data...
1 MIN READ
![Image of a factory floor with loading equipment and a person with a clipboard.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/synctwin-digital-twin-openusd-featured-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/medical-imaging-sdg-1-960x540.jpg)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/02/metropolis-iva-microservices-kv-devblog-1920x1080-1-960x540.jpg)
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
![Decorative image of light fields in green, purple, and blue.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2023/12/hpc-featured-960x540.jpg)
Jun 18, 2024
Runtime Fatbin Creation Using the NVIDIA CUDA Toolkit 12.4 Compiler
CUDA Toolkit 12.4 introduced a new nvFatbin library for creating fatbins at runtime. Fatbins, otherwise known as NVIDIA device code fat binaries, are containers...
11 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/image6-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/isaac-robotics-robot-arms.gif)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/xr-glasses-1-960x540.jpg)
Jun 14, 2024
Developing Smaller, Lighter Extended Reality Glasses Using AI
Today's immersive extended reality (XR) devices require heavy optics and displays to be secured with head straps, a necessity that adds bulk and presents a...
7 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/group-working-with-laptop-960x540.jpg)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/ov-kit106-beta-kv-featured-960x540.jpg)
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
Robotics
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/Orca-AI-UI-960x540.png)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/02/metropolis-iva-microservices-kv-devblog-1920x1080-1-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/image6-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/isaac-robotics-robot-arms.gif)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/group-working-with-laptop-960x540.jpg)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/ov-kit106-beta-kv-featured-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/healthcare-graphic-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/nvidia-jetson-orin-ai-stack-960x540.png)
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
![Decorative image of workflows in a line.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/multi-camera-tracking-featured-960x540.png)
Jun 02, 2024
Optimize Processes for Large Spaces with the Multi-Camera Tracking Workflow
Large areas like warehouses, factories, stadiums, and airports are typically monitored by hundreds of cameras to improve safety and optimize operations....
11 MIN READ
![A GIF showing a robotic arm maneuvering items.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/Isaac-robotics.gif)
Jun 02, 2024
Create, Design, and Deploy Robotics Applications Using New NVIDIA Isaac Foundation Models and Workflows
The application of robotics is rapidly expanding in diverse environments such as smart manufacturing facilities, commercial kitchens, hospitals, warehouse...
10 MIN READ
![Decorative image of green icons on a black screen behind IGX hardware.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/computex24-igx-holoscan-tech-blog-1920x1080-1-960x540.jpg)
Jun 02, 2024
Production-Ready, Enterprise-Grade Software on NVIDIA IGX Platform, Support for NVIDIA RTX 6000 ADA, and More
Real-time AI at the edge is crucial for medical, industrial, and scientific computing because these mission-critical applications require immediate data...
6 MIN READ
![Still from geometric fabrics example demo.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/Geometric-Fabrics-icra-featured.png)
May 15, 2024
NVIDIA Presents New Robotics Research on Geometric Fabrics, Surgical Robots, and More at ICRA
During the IEEE International Conference on Robotics and Automation (ICRA) May 13-17 in Yokohama, Japan, many people will be discussing geometric fabrics. That...
7 MIN READ
Computer Vision / Video Analytics
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/abstract-graphic.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/video-compilation-960x540.png)
Jun 26, 2024
Improving Video Quality with 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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/synctwin-digital-twin-openusd-featured-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/Orca-AI-UI-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/medical-imaging-sdg-1-960x540.jpg)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/02/metropolis-iva-microservices-kv-devblog-1920x1080-1-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/traffic-heat-map-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/isaac-robotics-robot-arms.gif)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2023/12/gtc-s23-promo-tao-blender-kv-2716100-blog-1920x1080-1-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/healthcare-graphic-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/nvidia-jetson-orin-ai-stack-960x540.png)
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
![Decorative image of workflows in a line.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/multi-camera-tracking-featured-960x540.png)
Jun 02, 2024
Optimize Processes for Large Spaces with the Multi-Camera Tracking Workflow
Large areas like warehouses, factories, stadiums, and airports are typically monitored by hundreds of cameras to improve safety and optimize operations....
11 MIN READ
Data Science
![A man working at a laptop.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/AdobeStock_344219573-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/CUDA-CRIU-Main-Image-1-960x540.png)
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
![Image of NVIDIA GB200.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/gb200-960x540.jpg)
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
![Decorative image of NVFLARE use cases.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/nvflare-2-4-featured-960x540.jpeg)
Jun 28, 2024
Federated XGBoost Made Practical and Productive with NVIDIA FLARE
XGBoost is a highly effective and scalable machine learning algorithm widely employed for regression, classification, and ranking tasks. Building on the...
6 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/digital-field-1-960x540.png)
Jun 27, 2024
Secure LLM Tokenizers to Maintain Application Integrity
This post is part of the NVIDIA AI Red Team’s continuing vulnerability and technique research. Use the concepts presented to responsibly assess and increase...
6 MIN READ
![Image of a factory floor with loading equipment and a person with a clipboard.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/synctwin-digital-twin-openusd-featured-960x540.png)
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
![Decorative image.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2023/07/accelerated-ml-tasks-960x540.png)
Jun 21, 2024
Explainer: What Is Machine Learning?
Machine learning (ML) employs algorithms and statistical models that enable computer systems to find patterns in massive amounts of data, and then uses a model...
1 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/cuopt-tech-blog-social-tw-1200x675-1-960x540.png)
Jun 17, 2024
Video: Talk to Your Supply Chain Data Using NVIDIA NIM
NVIDIA operates one of the largest and most complex supply chains in the world. The supercomputers we build connect tens of thousands of NVIDIA GPUs with...
2 MIN READ
![Sunset, molecule, and avatar composite.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2023/03/Generative-AI-NVIDIA-Foundations.jpg)
Jun 07, 2024
Explainer: What Is Generative AI?
Generative AI enables users to quickly generate new content based on a variety of inputs. Inputs and outputs to these models can include text, images, sounds,...
1 MIN READ
![Decorative image of genomic sequencing.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/parabricks-genomic-featured-960x540.png)
Jun 04, 2024
Unlock Deeper Insights of Somatic Mutations with Deep Learning
NVIDIA Parabricks expands the NVIDIA emphasis on solving omics challenges with deep learning and continues accelerating genomics instruments. NVIDIA Parabricks...
5 MIN READ
![Illustration showing a shopping scene, video streaming in living room, and cafe all with recommender activities.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2023/01/merlin-rec-sys-lv-combined-v008-1729957-e1673632500651.jpg)
May 31, 2024
Explainer: What Is a Recommendation System?
A recommendation system (or recommender system) is a class of machine learning that uses data to help predict, narrow down, and find what people are looking for...
1 MIN READ
![Deep learning abstract.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2023/06/deep-learning-visual-960x540.png)
May 24, 2024
Explainer: What Is Deep Learning?
Deep learning is a subset of artificial intelligence (AI) and machine learning (ML) that uses multi-layered artificial neural networks to deliver...
1 MIN READ
Content Creation / Rendering
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/video-compilation-960x540.png)
Jun 26, 2024
Improving Video Quality with 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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/ov-kit106-beta-kv-featured-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/facial-expression-960x540.gif)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/1080p-vs-4Kvsr-hdr-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/digital-human-NIMs-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2023/09/Edge-Impulse-Conveyor-Belt-Feature-Image-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/Webinar-Integrate-RTX-into-your-own-game-and-understand-what-ReSTIR-means-for-the-future-of-real-time-lighting-960x540.png)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/04/nvidia-rtx-virtual-workstation-windows-365-pcs-featured-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/04/duck-playing-chess-1-960x540.jpg)
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
![An abstract GIF.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2023/06/USD-Four-Superpowers.gif)
Apr 11, 2024
New Video Series: OpenUSD for Developers
Universal Scene Description, also called OpenUSD or USD, is an open and extensible framework for creating, editing, querying, rendering, collaborating, and...
3 MIN READ
![Decorative collage of media images superimposed on data center mockup.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/03/holoscan-for-media-featured-960x540.png)
Apr 09, 2024
Next-Generation Live Media Apps on Repurposable Clusters with NVIDIA Holoscan for Media
NVIDIA Holoscan for Media is now available to all developers looking to build next-generation live media applications on fully repurposable clusters. ...
4 MIN READ
![Illustration representing AI Workbench.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/03/ai-workbench-960x540.png)
Mar 21, 2024
Speed Up Your AI Development: NVIDIA AI Workbench Goes GA
NVIDIA AI Workbench, a toolkit for AI and ML developers, is now generally available as a free download. It features automation that removes roadblocks for...
4 MIN READ
Conversational AI
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/llm-composite-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/abstract-graphic.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/Llama3-NVIDIA-API-catalog-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/bilingual-ezgif.com-optimize.gif)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/cublas-compilation-1.jpg)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/NV-Embed-MTEB-Record-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/digital-human-NIMs-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/ai-model-development-graphic-1-960x540.jpg)
Jun 02, 2024
Streamline Development of AI-Powered Apps with NVIDIA RTX AI Toolkit for Windows RTX PCs
NVIDIA today launched the NVIDIA RTX AI Toolkit, a collection of tools and SDKs for Windows application developers to customize, optimize, and deploy AI models...
8 MIN READ
![An illustration representing NeMo Guardrails.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/llm-nemo-guardrails-960x540.jpg)
May 31, 2024
Building Safer LLM Apps with LangChain Templates and NVIDIA NeMo Guardrails
An easily deployable reference architecture can help developers get to production faster with custom LLM use cases. LangChain Templates are a new way of...
7 MIN READ
![Stylized image of a smartphone chat with a young woman smiling off to one side.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/Gipi-TechBlog-Featured-Image-960x540.png)
May 30, 2024
Personalized Learning with Gipi, NVIDIA TensortRT-LLM, and AI Foundation Models
Over 1.2B people are actively learning new languages, with over 500M learners on digital learning platforms such as Duolingo. At the same time, a significant...
6 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/Generative-AI-Agents-Contest-960x540.jpg)
May 29, 2024
Generative AI Agents Developer Contest: Top Tips for Getting Started
Join our contest that runs through June 17 and showcase your innovation using cutting-edge generative AI-powered applications using NVIDIA and LangChain...
3 MIN READ
![Decorative image of cuDNN attention.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/cudnn-9-featured-960x540.png)
May 24, 2024
Accelerating Transformers with NVIDIA cuDNN 9
The NVIDIA CUDA Deep Neural Network library (cuDNN) is a GPU-accelerated library for accelerating deep learning primitives with state-of-the-art performance....
12 MIN READ
Edge Computing
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/operating-room-medical-staff-robotic-arms-1-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/abstract-graphic.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/Orca-AI-UI-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/traffic-heat-map-960x540.png)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/tensorrt-featured-960x540.png)
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
![Decorative image.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2023/12/gtc-s23-promo-tao-blender-kv-2716100-blog-1920x1080-1-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/healthcare-graphic-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/nvidia-jetson-orin-ai-stack-960x540.png)
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
![Decorative image of green icons on a black screen behind IGX hardware.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/computex24-igx-holoscan-tech-blog-1920x1080-1-960x540.jpg)
Jun 02, 2024
Production-Ready, Enterprise-Grade Software on NVIDIA IGX Platform, Support for NVIDIA RTX 6000 ADA, and More
Real-time AI at the edge is crucial for medical, industrial, and scientific computing because these mission-critical applications require immediate data...
6 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/nvidia-bluefield-doca-graphic-960x540.png)
May 22, 2024
Enhancing AI Cloud Data Centers and NVIDIA Spectrum-X with NVIDIA DOCA 2.7
The NVIDIA DOCA acceleration framework empowers developers with extensive libraries, drivers, and APIs to create high-performance applications and services for...
10 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/Firebase-Genkit-NVIDIA-RTX-GPUs-1.png)
May 20, 2024
Supercharge Generative AI Development with Firebase Genkit, Optimized by NVIDIA RTX GPUs
At Google I/O 2024, Google announced Firebase Genkit, a new open-source framework for developers to add generative AI to web and mobile applications using...
4 MIN READ
![Decorative image.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/embedded-deepstream-kv-featured-960x540.png)
May 14, 2024
NVIDIA DeepStream 7.0 Milestone Release for Next-Gen Vision AI Development
NVIDIA DeepStream is a powerful SDK that unlocks GPU-accelerated building blocks to build end-to-end vision AI pipelines. With more than 40+ plugins available...
11 MIN READ
Data Center / Cloud
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/DatacenterKV-2-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/CUDA-CRIU-Main-Image-1-960x540.png)
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
![Image of NVIDIA GB200.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/gb200-960x540.jpg)
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
![Decorative image of avatars working in different office locations.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/02/metropolis-iva-microservices-kv-devblog-1920x1080-1-960x540.jpg)
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
![Decorative image.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/sonic-nvidia-air-featured.png)
Jun 24, 2024
Exploring SONiC on NVIDIA Air
Testing out networking infrastructure and building working PoCs for a new environment can be tricky at best and downright dreadful at worst. You may run into...
6 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/cuopt-tech-blog-social-tw-1200x675-1-960x540.png)
Jun 17, 2024
Video: Talk to Your Supply Chain Data Using NVIDIA NIM
NVIDIA operates one of the largest and most complex supply chains in the world. The supercomputers we build connect tens of thousands of NVIDIA GPUs with...
2 MIN READ
![A windmill and solar panel illustration.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2023/11/Energy-efficiency-HPC-960x540.png)
Jun 14, 2024
Explainer: What Is Power Efficiency?
Power efficiency refers to a compute resource’s ability to convert electrical power into useful work with minimal waste or loss. It’s typically measured in...
1 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/doca.png)
Jun 13, 2024
Unlocking GPU-Accelerated RDMA with NVIDIA DOCA GPUNetIO
NVIDIA DOCA GPUNetIO is a library within the NVIDIA DOCA SDK, specifically designed for real-time inline GPU packet processing. It combines technologies like...
11 MIN READ
![Decorative image.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/inference-tech-blog-amazon-tensorrt-llm-featured-960x540.jpg)
Jun 12, 2024
Demystifying AI Inference Deployments for Trillion Parameter Large Language Models
AI is transforming every industry, addressing grand human scientific challenges such as precision drug discovery and the development of autonomous vehicles, as...
14 MIN READ
![Decorative image of rows of GPUs.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/hpc-promo-mlperf-featured-960x540.jpg)
Jun 12, 2024
NVIDIA Sets New Generative AI Performance and Scale Records in MLPerf Training v4.0
Generative AI models have a variety of uses, such as helping write computer code, crafting stories, composing music, generating images, producing videos, and...
11 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/Confidential-and-Self-Sovereign-AI-Best-Practices-for-Enhancing-Security-and-Autonomy-960x540.jpg)
Jun 10, 2024
Confidential and Self-Sovereign AI: Best Practices for Enhancing Security and Autonomy
Join the webinar on June 11th with NVIDIA and Super Protocol to learn about the benefits of Confidential Computing for Web3 AI.
1 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/desktop-computers-with-user.png)
Jun 10, 2024
Spotlight: Cisco Enhances Workload Security and Operational Efficiency with NVIDIA BlueField-3 DPUs
As cyberattacks become more sophisticated, organizations must constantly adapt with cutting-edge solutions to protect their critical assets. One such solution...
7 MIN READ