Best practice

Decorative image of an AI sales assistant workflow with icons.
Jan 21, 2025

Lessons Learned from Building an AI Sales Assistant

At NVIDIA, the Sales Operations team equips the Sales team with the tools and resources needed to bring cutting-edge hardware and software to market. Managing...
10 MIN READ
Jan 16, 2025

Introducing New KV Cache Reuse Optimizations in NVIDIA TensorRT-LLM

Language models generate text by predicting the next token, given all the previous tokens including the input text tokens. Key and value elements of the...
7 MIN READ
Jan 15, 2025

GPU Memory Essentials for AI Performance

Generative AI has revolutionized how people bring ideas to life, and agentic AI represents the next leap forward in this technological evolution. By leveraging...
6 MIN READ
Dec 20, 2024

Accelerating GPU Analytics Using RAPIDS and Ray

RAPIDS is a suite of open-source GPU-accelerated data science and AI libraries that are well supported for scale-out with distributed engines like Spark and...
4 MIN READ
Dec 17, 2024

Fine-Tuning Small Language Models to Optimize Code Review Accuracy

Generative AI is transforming enterprises by driving innovation and boosting efficiency across numerous applications. However, adopting large foundational...
15 MIN READ
Dec 16, 2024

Sandboxing Agentic AI Workflows with WebAssembly

Agentic AI workflows often involve the execution of large language model (LLM)-generated code to perform tasks like creating data visualizations. However, this...
7 MIN READ
Dec 12, 2024

Integration of NVIDIA BlueField DPUs with WEKA Client Boosts AI Workload Efficiency

WEKA, a pioneer in scalable software-defined data platforms, and NVIDIA are collaborating to unite WEKA's state-of-the-art data platform solutions with powerful...
5 MIN READ
Dec 05, 2024

Optimize GPU Workloads for Graphics Applications with NVIDIA Nsight Graphics

One of the great pastimes of graphics developers and enthusiasts is comparing specifications of GPUs and marveling at the ever-increasing counts of shader...
11 MIN READ
Nov 21, 2024

Best Practices for Multi-GPU Data Analysis Using RAPIDS with Dask

As we move towards a more dense computing infrastructure, with more compute, more GPUs, accelerated networking, and so forth—multi-gpu training and analysis...
5 MIN READ
Nov 18, 2024

Accelerate Drug and Material Discovery with New Math Library NVIDIA cuEquivariance

AI models for science are often trained to make predictions about the workings of nature, such as predicting the structure of a biomolecule or the properties of...
8 MIN READ
Nov 04, 2024

Frictionless Collaboration and Rapid Prototyping in Hybrid Environments with NVIDIA AI Workbench

NVIDIA AI Workbench is a free development environment manager that streamlines data science, AI, and machine learning (ML) projects on systems of choice. The...
10 MIN READ
Oct 29, 2024

Protect Your Network with Secure Boot in SONiC

NVIDIA technology helps organizations build and maintain secure, scalable, and high-performance network infrastructure. Advances in AI, with NVIDIA at the...
4 MIN READ
Image of a car with shaded lines to indicate wind pressure.
Oct 14, 2024

Learning Fluid Flow with AI-Enabled Virtual Wind Tunnels

There’s never enough time to do everything, even in engineering education. Employers want engineers capable of wielding simulation tools to expedite iterative...
9 MIN READ
Oct 02, 2024

Accelerating LLMs with llama.cpp on NVIDIA RTX Systems

The NVIDIA RTX AI for Windows PCs platform offers a thriving ecosystem of thousands of open-source models for application developers to leverage and integrate...
5 MIN READ
Aug 14, 2024

Optimizing Inference Efficiency for LLMs at Scale with NVIDIA NIM Microservices

As large language models (LLMs) continue to evolve at an unprecedented pace, enterprises are looking to build generative AI-powered applications that maximize...
8 MIN READ
Jul 31, 2024

Shader Debugging Made Easy with NVIDIA Nsight Graphics

Shaders are specialized programs that run on the GPU that manipulate rays, pixels, vertices, and textures to achieve unique visual effects. With shaders, you...
8 MIN READ