Tutorial

The process of data curation for LLMs.
Nov 19, 2024

Processing High-Quality Vietnamese Language Data with NVIDIA NeMo Curator

Open-source large language models (LLMs) excel in English but struggle with other languages, especially the languages of Southeast Asia. This is primarily due...
17 MIN READ
Chatbot avatar in front of a stylized chat screen on a purple background.
Nov 19, 2024

Create a Custom Slackbot LLM Agent with NVIDIA NIM and LangChain

In the dynamic world of modern business, where communication and efficient workflows are crucial for success, AI-powered solutions have become a competitive...
9 MIN READ
Code showing how to use epilogs with matrix multiplication in nvmath-python.
Nov 18, 2024

Fusing Epilog Operations with Matrix Multiplication Using nvmath-python

nvmath-python (Beta) is an open-source Python library, providing Python programmers with access to high-performance mathematical operations from NVIDIA CUDA-X...
8 MIN READ
A photo of two GPU clusters and another picture of four scientific computing workflows demonstrating computational fluid dynamics.
Nov 18, 2024

Effortlessly Scale NumPy from Laptops to Supercomputers with NVIDIA cuPyNumeric

Python is the most common programming language for data science, machine learning, and numerical computing. It continues to grow in popularity among scientists...
12 MIN READ
Nov 05, 2024

Leverage AI Coding Assistants to Develop Quantum Applications at Scale with NVIDIA CUDA-Q

AI coding assistants have become ubiquitous across the software development landscape. Developers are increasingly using tools like GitHub Copilot, Amazon...
9 MIN READ
Oct 28, 2024

An Introduction to Model Merging for LLMs

One challenge organizations face when customizing large language models (LLMs) is the need to run multiple experiments, which produces only one useful model....
10 MIN READ
GIF shows chat app in use.
Oct 28, 2024

Creating RAG-Based Question-and-Answer LLM Workflows at NVIDIA

The rapid development of solutions using retrieval augmented generation (RAG) for question-and-answer LLM workflows has led to new types of system...
11 MIN READ
Oct 28, 2024

Supercharging Fraud Detection in Financial Services with Graph Neural Networks

Fraud in financial services is a massive problem. According to NASDAQ, in 2023, banks faced $442 billion in projected losses from payments, checks, and credit...
9 MIN READ
Oct 24, 2024

Bridging the CUDA C++ Ecosystem and Python Developers with Numbast

By enabling CUDA kernels to be written in Python similar to how they can be implemented within C++, Numba bridges the gap between the Python ecosystem and the...
8 MIN READ
Decorative image of a bot avatar poised between different processes.
Oct 24, 2024

Building AI Agents to Automate Software Test Case Creation

In software development, testing is crucial for ensuring the quality and reliability of the final product. However, creating test plans and specifications can...
15 MIN READ
Oct 23, 2024

Three Building Blocks for Creating AI Virtual Assistants for Customer Service with an NVIDIA AI Blueprint

In today's fast-paced business environment, providing exceptional customer service is no longer just a nice-to-have—it's a necessity. Whether addressing...
10 MIN READ
Oct 22, 2024

How to Calibrate Sensors with MSA Calibration Anywhere for NVIDIA Isaac Perceptor

Multimodal sensor calibration is critical for achieving sensor fusion for robotics, autonomous vehicles, mapping, and other perception-driven applications....
9 MIN READ
Oct 22, 2024

A Beginner’s Guide to Simulating and Testing Robots with ROS 2 and NVIDIA Isaac Sim

Physical AI-powered robots need to autonomously sense, plan, and perform complex tasks in the physical world. These include transporting and manipulating...
10 MIN READ
Oct 16, 2024

Scale High-Performance AI Inference with Google Kubernetes Engine and NVIDIA NIM

The rapid evolution of AI models has driven the need for more efficient and scalable inferencing solutions. As organizations strive to harness the power of AI,...
7 MIN READ
Avatars of a patient in a bed with a doctor sitting at a desk in another location, looking at a computer screen.
Oct 01, 2024

Evaluating Medical RAG with NVIDIA AI Endpoints and Ragas

In the rapidly evolving field of medicine, the integration of cutting-edge technologies is crucial for enhancing patient care and advancing research. One such...
11 MIN READ
Sep 25, 2024

Build a Digital Human Interface for AI Apps with an NVIDIA NIM Agent Blueprint

Providing customers with quality service remains a top priority for businesses across industries, from answering questions and troubleshooting issues to...
5 MIN READ