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Sep 05, 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

Sep 05, 2024

AI-Powered Platform Advances Personalized Cancer Diagnostics and Treatments

A recent study introduced a cutting-edge AI-powered pathology platform that can help doctors diagnose and evaluate lung cancer in patients quickly and...

3 MIN READ

Decorative image of a datacenter with an overlay of a network model.

Sep 04, 2024

Accelerated, Production-Ready Graph Analytics for NetworkX Users

NetworkX is a popular, easy-to-use Python library for graph analytics. However, its performance and scalability may be unsatisfactory for medium-to-large-sized...

11 MIN READ

Image of a person taking a hands-on lab at GTC

Sep 04, 2024

Hands-On Training at NVIDIA AI Summit in Washington, DC

Immerse yourself in NVIDIA technology with our full-day, hands-on technical workshops at our AI Summit in Washington D.C. on October 7, 2024.

1 MIN READ

Sep 04, 2024

NVIDIA Deep Learning Institute Releases New Generative AI Teaching Kit

Generative AI, powered by advanced machine learning models and deep neural networks, is revolutionizing industries by generating novel content and driving...

5 MIN READ

Sep 03, 2024

Real-Time Neural Receivers Drive AI-RAN Innovation

Today’s 5G New Radio (5G NR) wireless communication systems rely on highly optimized signal processing algorithms to reconstruct transmitted messages from...

11 MIN READ

GIF of an image changing in response to the prompt.

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

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

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

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

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

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

GIF shows multiple photos and images selected within the photos according to a prompt, such as "person with glasses" or "tallest cat."

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

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

Aug 28, 2024

NVIDIA NIM Agent Blueprint: Build an Enterprise-Scale Multimodal PDF Data Extraction Pipeline

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

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