Machine Learning & Artificial Intelligence

Nov 26, 2023

Accelerate AI Workflows for 3D Medical Imaging with NVIDIA MONAI Cloud APIs

AI is increasingly being used to improve medical imaging for health screenings and risk assessments. Medical image segmentation, for example, provides vital...
4 MIN READ
Nov 15, 2023

Best Practices for Securing LLM-Enabled Applications

Large language models (LLMs) provide a wide range of powerful enhancements to nearly any application that processes text. And yet they also introduce new risks,...
11 MIN READ
Oct 24, 2023

Reduce Apache Spark ML Compute Costs with New Algorithms in Spark RAPIDS ML Library

Spark RAPIDS ML is an open-source Python package enabling NVIDIA GPU acceleration of PySpark MLlib. It offers PySpark MLlib DataFrame API compatibility and...
8 MIN READ
Oct 18, 2023

Webinar: Fast Track AI to the Edge with NVIDIA TAO and Edge Impulse

Discover the power of integrating NVIDIA TAO and Edge Impulse to accelerate AI deployment at the edge.
1 MIN READ
Oct 17, 2023

Unlock Faster Image Generation in Stable Diffusion Web UI with NVIDIA TensorRT

Stable Diffusion is an open-source generative AI image-based model that enables users to generate images with simple text descriptions. Gaining traction among...
4 MIN READ
Oct 13, 2023

Supercharge Graph Analytics at Scale with GPU-CPU Fusion for 100x Performance

Graphs form the foundation of many modern data and analytics capabilities to find relationships between people, places, things, events, and locations across...
11 MIN READ
Oct 10, 2023

Event: AI and Data Science Virtual Summit

Meta, NetworkX, Fast.ai, and other industry leaders share how to gain new insights from your data with emerging tools.
1 MIN READ
Oct 04, 2023

Analyzing the Security of Machine Learning Research Code

The NVIDIA AI Red Team is focused on scaling secure development practices across the data, science, and AI ecosystems. We participate in open-source security...
12 MIN READ
Oct 02, 2023

Accelerated Vector Search: Approximating with RAPIDS RAFT IVF-Flat

Performing an exhaustive exact k-nearest neighbor (kNN) search, also known as brute-force search, is expensive, and it doesn’t scale particularly well to...
15 MIN READ
Sep 11, 2023

Accelerating Vector Search: Fine-Tuning GPU Index Algorithms

In this post, we dive deeper into each of the GPU-accelerated indexes mentioned in part 1 and give a brief explanation of how the algorithms work, along with a...
12 MIN READ
Sep 11, 2023

Accelerating Vector Search: Using GPU-Powered Indexes with RAPIDS RAFT

In the AI landscape of 2023, vector search is one of the hottest topics due to its applications in large language models (LLM) and generative AI. Semantic...
11 MIN READ
Aug 30, 2023

How to Build a Distributed Inference Cache with NVIDIA Triton and Redis

Caching is as fundamental to computing as arrays, symbols, or strings. Various layers of caching throughout the stack hold instructions from memory while...
13 MIN READ
Three images of astronauts, showing the progression of a generative AI model creating an image of Toy Jensen in space.
Aug 08, 2023

Develop and Deploy Scalable Generative AI Models Seamlessly with NVIDIA AI Workbench

Developing custom generative AI models and applications is a journey, not a destination. It begins with selecting a pretrained model, such as a Large Language...
11 MIN READ
Aug 04, 2023

Mitigating Stored Prompt Injection Attacks Against LLM Applications

Prompt injection attacks are a hot topic in the new world of large language model (LLM) application security. These attacks are unique due to how ‌malicious...
10 MIN READ
Aug 03, 2023

Securing LLM Systems Against Prompt Injection

Prompt injection is a new attack technique specific to large language models (LLMs) that enables attackers to manipulate the output of the LLM. This attack is...
15 MIN READ
Jun 02, 2023

Harnessing the Power of NVIDIA AI Enterprise on Azure Machine Learning

AI is transforming industries, automating processes, and opening new opportunities for innovation in the rapidly evolving technological landscape. As more...
7 MIN READ