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Generative AINVIDIA NeMo Accelerates LLM Innovation with Hybrid State Space Model Support
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Generative AIPower Your AI Projects with New NVIDIA NIMs for Mistral and Mixtral Models
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Generative AIDeploy Multilingual LLMs with NVIDIA NIM
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CybersecurityAdvancing Security for Large Language Models with NVIDIA GPUs and Edgeless Systems
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Top StoriesAI Brain Implant Restores Bilingual Communication for Stroke Survivor
Recent
![Image of a city simulation with a 6G network.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/03/nvidia-aerial-ov-digital-twin-featured-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/three-views-digital-human-1-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/isaac-robotics-social-autonomous-docking-nav2-for-ros-1480x830-1-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/cuvs-ivf-pq-part-2-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/cuvs-ivf-pq-part-1-960x540.png)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/llm-megatron-core-blog-2967200-1920x1080-1-960x540.jpg)
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
![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)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/Encoding-and-Compression-Guide-for-Parquet-String-Data-Using-RAPIDS-960x540.jpg)
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
![An illustration representing an AI model.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/visual-ai-agent-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/NVIDIA-DLI-Instructor-Workshops-960x540.png)
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
![GIF of a factory floor with potential paths marked in green.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/cuopt-promo-ai-agent-1200x675-1-960x540.gif)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/NVIDIA-API-Catalog-Mistral-Mixtral-960x540.png)
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
Generative AI
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/three-views-digital-human-1-960x540.jpg)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/llm-megatron-core-blog-2967200-1920x1080-1-960x540.jpg)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/visual-ai-agent-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/NVIDIA-DLI-Instructor-Workshops-960x540.png)
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
![GIF of a factory floor with potential paths marked in green.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/cuopt-promo-ai-agent-1200x675-1-960x540.gif)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/NVIDIA-API-Catalog-Mistral-Mixtral-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/stacked-geometric-shapes-1-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/ai-use-case-compilation-960x540.jpg)
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
![An illustration showing a securit alert.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/Canary-AI-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/rag-representation-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/cutlass-featured.png)
Jul 11, 2024
Next Generation of FlashAttention
NVIDIA is excited to collaborate with Colfax, Together.ai, Meta, and Princeton University on their recent achievement to exploit the Hopper GPU architecture and...
1 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/gear-icon-geometric-shape-1-960x540.png)
Jul 10, 2024
Customizing NVIDIA NIMs for Domain-Specific Needs with NVIDIA NeMo
Large language models (LLMs) adopted for specific enterprise applications most often benefit from model customization. Enterprises need to tailor LLMs for...
11 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/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/2024/06/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/2024/05/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
![Image of a city simulation with a 6G network.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/03/nvidia-aerial-ov-digital-twin-featured-960x540.png)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2023/12/hpc-featured-960x540.jpg)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/cuopt-promo-ai-agent-1200x675-1-960x540.gif)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/Gurobi-Grace-CPU-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/robotic-arm-mechanical-parts-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/power-grid-representation-960x540.png)
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
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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
![Decorative image of workflow steps.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/mtmc-e2e-workflow-featured-960x540.png)
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
![](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
Robotics
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/isaac-robotics-social-autonomous-docking-nav2-for-ros-1480x830-1-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/robotic-arm-mechanical-parts-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/power-grid-representation-960x540.png)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/mtmc-e2e-workflow-featured-960x540.png)
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
![](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
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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
Computer Vision / Video Analytics
![An illustration representing an AI model.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/visual-ai-agent-960x540.png)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/mtmc-e2e-workflow-featured-960x540.png)
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
![](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 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.](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
Data Science
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/cuvs-ivf-pq-part-2-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/cuvs-ivf-pq-part-1-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/Encoding-and-Compression-Guide-for-Parquet-String-Data-Using-RAPIDS-960x540.jpg)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/cuopt-promo-ai-agent-1200x675-1-960x540.gif)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/Geneformer-Open-Source-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/ai-use-case-compilation-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/Gurobi-Grace-CPU-960x540.png)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/Canary-AI-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/rag-representation-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/nvmath_quicklink-960x540.png)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/arrayfire-kmeans-demo.png)
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.](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
Content Creation / Rendering
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/three-views-digital-human-1-960x540.jpg)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/AECO-blog-heatherwick-gif-600x338-1.gif)
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
![](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 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.](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
Conversational AI
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/05/three-views-digital-human-1-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/cuvs-ivf-pq-part-2-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/cuvs-ivf-pq-part-1-960x540.png)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/llm-megatron-core-blog-2967200-1920x1080-1-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/NVIDIA-DLI-Instructor-Workshops-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/stacked-geometric-shapes-1-960x540.jpg)
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
![](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
Edge Computing
![Image of a city simulation with a 6G network.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/03/nvidia-aerial-ov-digital-twin-featured-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/isaac-robotics-social-autonomous-docking-nav2-for-ros-1480x830-1-960x540.png)
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.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/visual-ai-agent-960x540.png)
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
![](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
Data Center / Cloud
![Image of a city simulation with a 6G network.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/03/nvidia-aerial-ov-digital-twin-featured-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/cuvs-ivf-pq-part-2-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/cuvs-ivf-pq-part-1-960x540.png)
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
![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)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/NVIDIA-API-Catalog-Mistral-Mixtral-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/ai-use-case-compilation-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/nvmath_quicklink-960x540.png)
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
![](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