Deep dive

Decorative image of a user at a computer and the screen is showing input from an LLM in the background.
Nov 30, 2023

Introduction to LLM Agents

Consider a large language model (LLM) application that is designed to help financial analysts answer questions about the performance of a company. With a...
10 MIN READ
Illustration representing cybersecurity.
Nov 27, 2023

Bolstering Cybersecurity: How Large Language Models and Generative AI are Transforming Digital Security

Identity-based attacks are on the rise, with phishing remaining the most common and second-most expensive attack vector. Some attackers are using AI to craft...
9 MIN READ
Nov 17, 2023

Mastering LLM Techniques: Inference Optimization

Stacking transformer layers to create large models results in better accuracies, few-shot learning capabilities, and even near-human emergent abilities on a...
25 MIN READ
An illustration representing HPC applications.
Nov 16, 2023

Unlock the Power of NVIDIA Grace and NVIDIA Hopper Architectures with Foundational HPC Software

High-performance computing (HPC) powers applications in simulation and modeling, healthcare and life sciences, industry and engineering, and more. In the modern...
7 MIN READ
Nov 16, 2023

Mastering LLM Techniques: Training 

Large language models (LLMs) are a class of generative AI models built using transformer networks that can recognize, summarize, translate, predict, and...
15 MIN READ
Illustration representing LLMOps.
Nov 15, 2023

Mastering LLM Techniques: LLMOps

Businesses rely more than ever on data and AI to innovate, offer value to customers, and stay competitive. The adoption of machine learning (ML), created a need...
14 MIN READ
A windmill and solar panel illustration.
Nov 14, 2023

Energy Efficiency in High-Performance Computing: Balancing Speed and Sustainability

The world of computing is on the precipice of a seismic shift.  The demand for computing power, particularly in high-performance computing (HPC), is...
17 MIN READ
Nov 13, 2023

Simplifying GPU Programming for HPC with NVIDIA Grace Hopper Superchip

The new hardware developments in NVIDIA Grace Hopper Superchip systems enable some dramatic changes to the way developers approach GPU programming. Most...
17 MIN READ
Nov 13, 2023

Optimize Energy Efficiency of Multi-Node VASP Simulations with NVIDIA Magnum IO

Computational energy efficiency has become a primary decision criterion for most supercomputing centers. Data centers, once built, are capped in terms of the...
17 MIN READ
Nov 07, 2023

CUDA-Accelerated Robot Motion Generation in Milliseconds with NVIDIA cuRobo

Real-time autonomous robot navigation powered by a fast motion-generation algorithm can enable applications in several industries such as food and services,...
3 MIN READ
Oct 29, 2023

How to Train Autonomous Mobile Robots to Detect Warehouse Pallet Jacks Using Synthetic Data

Synthetic data can play a key role when training perception AI models that are deployed on autonomous mobile robots (AMRs). This process is becoming...
10 MIN READ
Photo of a scientist in a lab coat and holding a pipette working over a row of machines.
Oct 28, 2023

Accelerate Genomic Analysis for Any Sequencer with NVIDIA Parabricks v4.2

Parabricks version 4.2 has been released, furthering its mission to deliver unprecedented speed, cost-effectiveness, and accuracy in genomics sequencing...
7 MIN READ
Oct 24, 2023

Efficient CUDA Debugging: Memory Initialization and Thread Synchronization with NVIDIA Compute Sanitizer

NVIDIA Compute Sanitizer (NCS) is a powerful tool that can save you time and effort while improving the reliability and performance of your CUDA...
13 MIN READ
Decorative image of green transparent cube with tiered white lights inside.
Oct 22, 2023

Differentiable Slang: Example Applications

Differentiable Slang easily integrates with existing codebases—from Python, PyTorch, and CUDA to HLSL—to aid multiple computer graphics tasks and enable...
6 MIN READ
Oct 22, 2023

Differentiable Slang: A Shading Language for Renderers That Learn

NVIDIA just released a SIGGRAPH Asia 2023 research paper, SLANG.D: Fast, Modular and Differentiable Shader Programming. The paper shows how a single language...
12 MIN READ
Oct 19, 2023

Bringing Generative AI to Life with NVIDIA Jetson

Recently, NVIDIA unveiled Jetson Generative AI Lab, which empowers developers to explore the limitless possibilities of generative AI in a real-world setting...
11 MIN READ