Generative AI
![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
![](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
![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
![](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
![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
![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
![An image of solar panels.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/Sustainable-Infrastructure-AI-960x540.jpg)
Aug 26, 2024
LLM Research Rewrites the Role of AI in Safeguarding Sustainable Systems
Large language models (LLMs) are emerging as a tool for safeguarding critical infrastructure systems, such as renewable energy, healthcare, or transportation,...
3 MIN READ
![The word PLAY spelled out in wooden blocks on a blue background with a real hand and finger pressing a play button on a block at the end of the word.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/ai-workbench-windows-featured-960x540.jpg)
Aug 26, 2024
NVIDIA AI Workbench Simplifies Using GPUs on Windows
NVIDIA AI Workbench is a free, user-friendly development environment manager that streamlines data science, ML, and AI projects on your system of choice: PC,...
8 MIN READ
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/abstract-geometric-field.jpg)
Aug 22, 2024
Jamba 1.5 LLMs Leverage Hybrid Architecture to Deliver Superior Reasoning and Long Context Handling
AI21 Labs has unveiled their latest and most advanced Jamba 1.5 model family, a cutting-edge collection of large language models (LLMs) designed to excel in a...
4 MIN READ
![NVIDIA and Google logos on a black background.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/partner-press-google-io-promo-1920x1080-1-960x540.jpg)
Aug 21, 2024
Google Cloud Run Adds Support for NVIDIA L4 GPUs, NVIDIA NIM, and Serverless AI Inference Deployments at Scale
Deploying AI-enabled applications and services presents enterprises with significant challenges: Performance is critical as it directly shapes user...
6 MIN READ
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/community-ai-model-graphic-960x540.jpg)
Aug 21, 2024
Mistral-NeMo-Minitron 8B Foundation Model Delivers Unparalleled Accuracy
Last month, NVIDIA and Mistral AI unveiled Mistral NeMo 12B, a leading state-of-the-art large language model (LLM). Mistral NeMo 12B consistently outperforms...
5 MIN READ
![An illustration of a chatbot.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/llm-chatbot-purple-960x540.jpg)
Aug 21, 2024
Practical Strategies for Optimizing LLM Inference Sizing and Performance
As the use of large language models (LLMs) grows across many applications, such as chatbots and content creation, it's important to understand the process of...
2 MIN READ
![Illustration representing AI Workbench.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/03/ai-workbench-960x540.png)
Aug 20, 2024
Hackathon: Build Groundbreaking Generative AI Projects Using NVIDIA AI Workbench
Hosted by Dell and NVIDIA, demonstrate how AI Workbench can be used to build and deliver apps for a wide range of tasks and workflows.
1 MIN READ