Recent posts
![GIF of an image changing in response to the prompt.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/fast-inversion-real-time-editing-featured.gif)
Aug 30, 2024
Fast Inversion for Real-Time Image Editing with Text
Text-to-image diffusion models can generate diverse, high-fidelity images based on user-provided text prompts. They operate by mapping a random sample from a...
8 MIN READ
![An overhead view of a manufacturing line with multiple large robot arms in a cavernous warehouse.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/predictive-maintenance-rapids-factory-featured-960x540.png)
Aug 30, 2024
Accelerating Predictive Maintenance in Manufacturing with RAPIDS AI
The International Society of Automation (ISA) reports that 5% of plant production is lost annually due to downtime. Putting that into a different context,...
12 MIN READ
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/clicoh-package-delivery-960x540.jpg)
Aug 29, 2024
Spotlight: clicOH Accelerates Last-Mile Delivery 20x with NVIDIA cuOpt
Driven by shifts in consumer behavior and the pandemic, e-commerce continues its explosive growth and transformation. As a result, logistics and transportation...
3 MIN READ
![An illustration representing CUDA.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/CUDA-efficiency-960x540.jpg)
Aug 29, 2024
Boosting CUDA Efficiency with Essential Techniques for New Developers
To fully harness the capabilities of NVIDIA GPUs, optimizing NVIDIA CUDA performance is essential, particularly for developers new to GPU programming. This talk...
2 MIN READ
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/NVIDIA-RAPIDS-logo-960x540.png)
Aug 29, 2024
Just Released: RAPIDS 24.08
RAPIDS 24.08 is now available with significant updates geared towards processing larger workloads and seamless CPU/GPU interoperability.
1 MIN READ
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/llama-sunglasses-meadow-960x540.jpg)
Aug 28, 2024
Boosting Llama 3.1 405B Performance up to 1.44x with NVIDIA TensorRT Model Optimizer on NVIDIA H200 GPUs
The Llama 3.1 405B large language model (LLM), developed by Meta, is an open-source community model that delivers state-of-the-art performance and supports a...
7 MIN READ
![Decorative image.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/triton-inference-service-featured-960x540.jpg)
Aug 28, 2024
NVIDIA Triton Inference Server Achieves Outstanding Performance in MLPerf Inference 4.1 Benchmarks
Six years ago, we embarked on a journey to develop an AI inference serving solution specifically designed for high-throughput and time-sensitive production use...
8 MIN READ
![GIF shows multiple photos and images selected within the photos according to a prompt, such as "person with glasses" or "tallest cat."](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/3386650_Metropolis_IVA_TAO_5-5_Auto-labeling_v02.gif)
Aug 28, 2024
New Foundational Models and Training Capabilities with NVIDIA TAO 5.5
NVIDIA TAO is a framework designed to simplify and accelerate the development and deployment of AI models. It enables you to use pretrained models, fine-tune...
13 MIN READ
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/nvidia-blackwell-960x540.jpg)
Aug 28, 2024
NVIDIA Blackwell Platform Sets New LLM Inference Records in MLPerf Inference v4.1
Large language model (LLM) inference is a full-stack challenge. Powerful GPUs, high-bandwidth GPU-to-GPU interconnects, efficient acceleration libraries, and a...
13 MIN READ
![Decorative image of a person looking at a laptop with an overlay of the NVIDIA NIM logo.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/nvidia-nim-blueprints-featured-960x540.jpg)
Aug 28, 2024
Build an Enterprise-Scale Multimodal Document Retrieval Pipeline with NVIDIA NIM Agent Blueprint
Trillions of PDF files are generated every year, each file likely consisting of multiple pages filled with various content types, including text, images,...
8 MIN READ
![Image of an HGX H200](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/HGX-H200-tech-blog-1920x1080-1-960x540.jpg)
Aug 28, 2024
Low Latency Inference Chapter 1: Up to 1.9x Higher Llama 3.1 Performance with Medusa on NVIDIA HGX H200 with NVLink Switch
As large language models (LLMs) continue to grow in size and complexity, multi-GPU compute is a must-have to deliver the low latency and high throughput that...
5 MIN READ
![An illustration depicting AI model deployment steps.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/Multi-LoRA-Support-960x540.jpg)
Aug 28, 2024
Deploy Diverse AI Apps with Multi-LoRA Support on RTX AI PCs and Workstations
Today’s large language models (LLMs) achieve unprecedented results across many use cases. Yet, application developers often need to customize and tune these...
10 MIN READ
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/warehouse-with-overlay-960x540.png)
Aug 27, 2024
Simplifying Camera Calibration to Enhance AI-Powered Multi-Camera Tracking
This post is the third in a series on building multi-camera tracking vision AI applications. We introduce the overall end-to-end workflow and fine-tuning...
12 MIN READ
![Decorative image of networking switches.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/spectrum-x-featured-960x540.png)
Aug 27, 2024
Optimize Large-Scale AI Workloads with NVIDIA Spectrum-X
In today’s rapidly evolving technological landscape, staying ahead of the curve is not just a goal—it's a necessity. The surge of innovations, particularly...
5 MIN READ
![Workflow diagram on a black backgound.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/laika-rag-pipeline-featured-960x540.png)
Aug 27, 2024
Enhancing RAG Applications with NVIDIA NIM
The advent of large language models (LLMs) has significantly benefited the AI industry, offering versatile tools capable of generating human-like text and...
10 MIN READ
![image of a digital human, drug discover and pdf workflow](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/genai-press-ai-workflows-pr-1920x1080-11-960x540.jpg)
Aug 27, 2024
NVIDIA Launches NIM Agent Blueprints for Generative AI
Now available—NIM Agent Blueprints for digital humans, multimodal PDF data extraction, and drug discovery.
1 MIN READ