
Generative AI is redefining computing, unlocking new ways to build, train and optimize AI models on PCs and workstations. From content creation and large and small language models to software development, AI-powered PCs and workstations are transforming workflows and enhancing productivity.
At GTC 2025, running March 17-21 in the San Jose Convention Center, experts from across the AI ecosystem will share insights on deploying AI locally, optimizing models and harnessing cutting-edge hardware and software to enhance AI workloads - highlighting key advancements in RTX AI PCs and workstations.
Develop and Deploy on RTX RTX GPUs are built with specialized AI hardware called Tensor Cores that provide the compute performance needed to run the latest and most demanding AI models. These high-performance GPUs can help build digital humans, chatbots, AI-generated podcasts and more.
With more than 100 million GeForce RTX and NVIDIA RTX GPUs users, developers have a large audience to target when new AI apps and features are deployed. In the session Build Digital Humans, Chatbots, and AI-Generated Podcasts for RTX PCs and Workstations, Annamalai Chockalingam, senior product manager at NVIDIA, will showcase the end-to-end suite of tools developers can use to streamline development and deploy incredibly fast AI-enabled applications.
Model Behavior Large language models (LLMs) can be used for an abundance of use cases - and scale to tackle complex tasks like writing code or translating Japanese into Greek. But since they're typically trained with a wide spectrum of knowledge for broad applications, they may not be the right fit for specific tasks, like nonplayer character dialog generation in a video game. In contrast, small language models balance need with reduced size, maintaining accuracy while running locally on more devices.
In the session Watch Your Language: Create Small Language Models That Run On-Device, Oluwatobi Olabiyi, senior engineering manager at NVIDIA, will present tools and techniques that developers and enthusiasts can use to generate, curate and distill a dataset - then train a small language model that can perform tasks designed for it.
Maximizing AI Performance on Windows Workstations Optimizing AI inference and model execution on Windows-based workstations requires strategic software and hardware tuning due to diverse hardware configurations and software environments. The session Optimizing AI Workloads on Windows Workstations: Strategies and Best Practices, will explore best practices for AI optimization, including model quantization, inference pipeline enhancements and hardware-aware tuning.
A team of NVIDIA software engineers will also cover hardware-aware optimizations for ONNX Runtime, NVIDIA TensorRT and llama.cpp, helping developers maximize AI efficiency across GPUs, CPUs and NPUs.
Advancing Local AI Development Building, testing and deploying AI models on local infrastructure ensures security and performance even without a connection to cloud-based services. Accelerated with NVIDIA RTX GPUs, both Dell Pro Max AI and Z by HP solutions provide powerful tools for on-prem AI development, helping professionals maintain control over data and IP while optimizing performance.
Learn more by attending the following sessions:
Dell Pro Max and NVIDIA: Unleashing the Future of AI Development: This session introduces Dell Pro Max PCs, performance laptops and desktops for professionals, powered by NVIDIA RTX GPUs. Discover how this powerful duo can help jumpstart AI initiatives and transform the way AI developers, data scientists, creators and power users innovate.
Develop and Observe Gen AI On-Prem With Z by HP GenAI Lab and AI Studio: This session demonstrates how Z by HP solutions simplify local model training and deployment, harnessing models in the NVIDIA NGC catalog and Galileo evaluation technology to refine generative AI projects securely and efficiently.
Supercharge Gen AI Development With Z by HP GenAI Lab and AI Studio: This session explores how Z by HP's GenAI Lab and AI Studio enable on-premises LLM development while maintaining complete data security and control. Learn how these tools streamline the entire AI lifecycle, from experimentation to deployment, while integrating models available in the NVIDIA NGC catalog for collaboration and workflow efficiency.
Developers and enthusiasts can get started with AI development on RTX AI PCs and workstations using NVIDIA NIM microservices. Rolling out today, the initial public beta release includes the Llama 3.1 LLM, NVIDIA Riva Parakeet for automatic speech recognition (ASR), and YOLOX for computer vision.
NIM microservices are optimized, prepackaged models for generative AI. They span modalities important for PC development, and are easy to download and connect to via industry-standard application programming interfaces.
Attend GTC 2025 From the keynote by NVIDIA founder and CEO Jensen Huang to over 1,000 inspiring sessions, 300+ exhibits, technical hands-on training and tons of unique networking events - GTC is set to put a spotlight on AI and all its benefits.
Follow NVIDIA AI PC on Facebook, Instagram, TikTok and X - and stay informed by subscribing to the RTX AI PC newsletter.
More from Nvidia
28/04/2025
Oracle has stood up and optimized its first wave of liquid-cooled NVIDIA GB200 N...
24/04/2025
Advancing AI requires a full-stack approach, with a powerful foundation of computing infrastructure - including accelerated processors and networking technologi...
24/04/2025
Get the controllers ready and clear the calendar - it's a jam-packed GFN Thu...
23/04/2025
As AI models evolve and adoption grows, enterprises must perform a delicate balancing act to achieve maximum value.
That's because inference - the process ...
23/04/2025
Financial services has long been at the forefront of adopting technological innovations. Today, generative AI and agentic systems are redefining the industry, f...
23/04/2025
AI is rapidly reshaping what's possible on a PC - whether for real-time image generation or voice-controlled workflows. As AI capabilities grow, so does the...
23/04/2025
An AI agent is only as accurate, relevant and timely as the data that powers it....
22/04/2025
Whether at sea, land or in the sky - even outer space - NVIDIA technology is helping research scientists and developers alike explore and understand oceans, wil...
22/04/2025
Traditionally, data centers have relied on air cooling - where mechanical chillers circulate chilled air to absorb heat from servers, helping them maintain opti...
22/04/2025
About 15% of the world's population - over a billion people - are affected by neurological disorders, from commonly known diseases like Alzheimer's and ...
17/04/2025
Gold prospecting in Venezuela has led to a malaria resurgence, but researchers h...
17/04/2025
As the days grow longer and the flowers bloom, GFN Thursday brings a fresh lineup of games to brighten the week.
Dive into thrilling hunts and dark fantasy adv...
16/04/2025
Isomorphic Labs is reimagining the drug discovery process with an AI-first approach. At the heart of this work is a new way of thinking about biology.
Max Jade...
16/04/2025
Editor's note: This post is part of Into the Omniverse, a series focused on how developers, 3D practitioners, and enterprises can transform their workflows ...
15/04/2025
The final days of the AI Mathematical Olympiad's latest competition were a transcontinental relay for team NVIDIA.
Every evening, two team members on oppos...
15/04/2025
Every company and country wants to grow and create economic opportunity - but they need virtually limitless intelligence to do so. Working with its ecosystem pa...
15/04/2025
CoreWeave today became one of the first cloud providers to bring NVIDIA GB200 NV...
14/04/2025
NVIDIA is working with its manufacturing partners to design and build factories that, for the first time, will produce NVIDIA AI supercomputers entirely in the ...
11/04/2025
As a teenager, Bradley Rothenberg was obsessed with CAD: computer-aided design software.
Before he turned 30, Rothenberg channeled that interest into building ...
10/04/2025
NVIDIA this week recognized the contributions of partners in Europe, the Middle ...
10/04/2025
As AI-powered tools continue to evolve, NVIDIA GeForce RTX 50 Series and NVIDIA ...
10/04/2025
Get ready to explore the Deep South. South of Midnight, the action-adventure gam...
09/04/2025
Necessity is the mother of invention. And sometimes, what a person really needs ...
09/04/2025
NVIDIA is collaborating with Google Cloud to bring agentic AI to enterprises seeking to locally harness the Google Gemini family of AI models using the NVIDIA B...
06/04/2025
This National Robotics Week, NVIDIA highlighted the pioneering technologies that...
03/04/2025
The Nintendo Switch 2, unveiled April 2, takes performance to the next level, powered by a custom NVIDIA processor featuring an NVIDIA GPU with dedicated RT Cor...
03/04/2025
Real-time AI is unlocking new possibilities in media and entertainment, improving viewer engagement and advancing intelligent content creation.
At NAB Show, a...
03/04/2025
Editor's note: This post is part of the AI On blog series, which explores the latest techniques and real-world applications of agentic AI, chatbots and copi...
03/04/2025
GeForce NOW isn't fooling around.
This month, 21 games are joining the cloud gaming library of over 2,000 titles. Whether chasing epic adventures, testing ...
02/04/2025
In the latest MLPerf Inference V5.0 benchmarks, which reflect some of the most c...
02/04/2025
AI is rapidly transforming how organizations solve complex challenges.
The early stages of enterprise AI adoption focused on using large language models to cre...
02/04/2025
Video editing workflows are getting a lot more colorful.
Adobe recently announc...
31/03/2025
Advances in physical AI are enabling organizations to embrace embodied AI across...
27/03/2025
A new resident is moving into the cloud - KRAFTON's inZOI joins the 2,000+ games in the GeForce NOW cloud gaming library.
Plus, members can get ready for a...
26/03/2025
The reliability of the electric grid is critical.
From handling demand surges and evolving power needs to preventing infrastructure failures that can cause wil...
25/03/2025
Generative AI is unlocking new capabilities for PCs and workstations, including ...
20/03/2025
The power and utilities sector keeps the lights on for the world's populatio...
20/03/2025
Time to sharpen the blade. GeForce NOW brings a legendary addition to the cloud: Ubisoft's highly anticipated Assassin's Creed Shadows is now available ...
19/03/2025
The roots of many of NVIDIA's landmark innovations - the foundational techno...
19/03/2025
AI has been shaping the media and entertainment industry for decades, from early recommendation engines to AI-driven editing and visual effects automation. Real...
19/03/2025
NVIDIA this week recognized 14 partners leading the way across the Americas for their work advancing agentic and physical AI across industries.
The 2025 Americ...
18/03/2025
The quick-service restaurant industry is a marvel of modern logistics, where spe...
18/03/2025
Global telecommunications networks can support millions of user connections per day, generating more than 3,800 terabytes of data per minute on average.
That m...
18/03/2025
The telecom industry is increasingly embracing AI to deliver seamless connections - even in conditions of poor signal strength - while maximizing sustainability...
18/03/2025
AI agents are transforming work, delivering time and cost savings by helping peo...
18/03/2025
AI deployments thrive on speed, data and scale. That's why NVIDIA is expandi...
18/03/2025
As quantum computers continue to develop, they will integrate with AI supercomputers to form accelerated quantum supercomputers capable of solving some of the w...
18/03/2025
AI is fueling a new industrial revolution - one driven by AI factories.
Unlike traditional data centers, AI factories do more than store and process data - the...
18/03/2025
As generative AI capabilities expand, NVIDIA is equipping developers with the to...
17/03/2025
Under the hood of every AI application are algorithms that churn through data in their own language, one based on a vocabulary of tokens.
Tokens are tiny units...