Sony Pixel Power calrec Sony

Decoding How NVIDIA RTX AI PCs and Workstations Tap the Cloud to Supercharge Generative AI

29/05/2024

Editor's note: This post is part of the AI Decoded series, which demystifies AI by making the technology more accessible, and showcases new hardware, software, tools and accelerations for GeForce RTX PC and RTX workstation users.

Generative AI is enabling new capabilities for Windows applications and games. It's powering unscripted, dynamic NPCs, it's enabling creators to generate novel works of art, and it's helping gamers boost frame rates by up to 4x. But this is just the beginning.

As the capabilities and use cases for generative AI continue to grow, so does the demand for compute to support it.

Hybrid AI combines the onboard AI acceleration of NVIDIA RTX with scalable, cloud-based GPUs to effectively and efficiently meet the demands of AI workloads.

Hybrid AI, a Love Story With growing AI adoption, app developers are looking for deployment options: AI running locally on RTX GPUs delivers high performance and low latency, and is always available - even when not connected to the internet. On the other hand, AI running in the cloud can run larger models and scale across many GPUs, serving multiple clients simultaneously. In many cases, a single application will use both.

Hybrid AI is a kind of matchmaker that harmonizes local PC and workstation compute with cloud scalability. It provides the flexibility to optimize AI workloads based on specific use cases, cost and performance. It helps developers ensure that AI tasks run where it makes the most sense for their specific applications.

Whether the AI is running locally or in the cloud it gets accelerated by NVIDIA GPUs and NVIDIA's AI stack, including TensorRT and TensorRT-LLM. That means less time staring at pinwheels of death and more opportunity to deliver cutting-edge, AI powered features to users.

A range of NVIDIA tools and technologies support hybrid AI workflows for creators, gamers, and developers.

Dream in the Cloud, Bring to Life on RTX Generative AI has demonstrated its ability to help artists ideate, prototype and brainstorm new creations. One such solution, the cloud-based Generative AI by iStock - powered by NVIDIA Edify - is a generative photography service that was built for and with artists, training only on licensed content and with compensation for artist contributors.

Generative AI by iStock goes beyond image generation, providing artists with extensive tools to explore styles, variations, modify parts of an image or expand the canvas. With all these tools, artists can ideate numerous times and still bring ideas to life quickly.

Once the creative concept is ready, artists can bring it back to their local systems. RTX-powered PCs and workstations offer artists AI acceleration in more than 125 of the top creative apps to realize the full vision - whether it's creating an amazing piece of artwork in Photoshop with local AI tools, animating the image with a parallax effect in DaVinci Resolve, or building a 3D scene with the reference image in Blender with ray tracing acceleration, and AI denoising in Optix.

Hybrid ACE Brings NPCs to Life Hybrid AI is also enabling a new realm of interactive PC gaming with NVIDIA ACE, allowing game developers and digital creators to integrate state-of-the-art generative AI models into digital avatars on RTX AI PCs.

Powered by AI neural networks, NVIDIA ACE lets developers and designers create non-playable characters (NPCs) that can understand and respond to human player text and speech. It leverages AI models, including speech-to-text models to handle natural language spoken aloud, to generate NPCs' responses in real time.

A Hybrid Developer Tool That Runs Anywhere Hybrid also helps developers build and tune new AI models. NVIDIA AI Workbench helps developers quickly create, test and customize pretrained generative AI models and LLMs on RTX GPUs. It offers streamlined access to popular repositories like Hugging Face, GitHub and NVIDIA NGC, along with a simplified user interface that enables data scientists and developers to easily reproduce, collaborate on and migrate projects.

Projects can be easily scaled up when additional performance is needed - whether to the data center, a public cloud or NVIDIA DGX Cloud - and then brought back to local RTX systems on a PC or workstation for inference and light customization. Data scientists and developers can leverage pre-built Workbench projects to chat with documents using retrieval-augmented generation (RAG), customize LLMs using fine-tuning, accelerate data science workloads with seamless CPU-to-GPU transitions and more.

The Hybrid RAG Workbench project provides a customizable RAG application that developers can run and adapt themselves. They can embed their documents locally and run inference either on a local RTX system, a cloud endpoint hosted on NVIDIA's API catalog or using NVIDIA NIM microservices. The project can be adapted to use various models, endpoints and containers, and provides the ability for developers to quantize models to run on their GPU of choice.

NVIDIA GPUs power remarkable AI solutions locally on NVIDIA GeForce RTX PCs and RTX workstations and in the cloud. Creators, gamers and developers can get the best of both worlds with growing hybrid AI workflows.

Generative AI is transforming gaming, videoconferencing and interactive experiences of all kinds. Make sense of what's new and what's next by subscribing to the AI Decoded newsletter.
LINK: https://blogs.nvidia.com/blog/ai-decoded-rtx-pc-hybrid/...
See more stories from nvidia

Most recent headlines

20/11/2025

Cinegy wins the Swedish Hockey League

15 March 2012 SHARE Facebook Twitter Linkedin Email Cinegy and Vericom are pleased to announce the recent deployment of Cinegy Archive for production and as...

20/11/2025

2012

6 September 2012 SHARE Facebook Twitter Linkedin Email FIC Turkey supplies media content to Pay TV under Fox TV Channel brands in Turkey. At the start of s...

20/11/2025

VIVA Indonesia broadcasting the World Cup Brazil 2014 with Cinegy

25 June 2014 SHARE Facebook Twitter Linkedin Email Last month VIVA finalized its Cinegy installation in order to produce and broadcast the World Cup Brazil ...

20/11/2025

2014

1 October 2014 SHARE Facebook Twitter Linkedin Email With 5 locations spread out around Baden-W rttemberg, Schw bisch Media required a scalable end to end s...

20/11/2025

Strictly Come Dancing Goes with a Cinegy Workflow

27 April 2015 SHARE Facebook Twitter Linkedin Email Cinegy, which develops and produces media asset management products that are used in flagship production...

20/11/2025

Cinegy announces new Latin America partnership

12 August 2015 SHARE Facebook Twitter Linkedin Email Munich, Germany, 26 October 2015 - Cinegy, which develops and produces software technology for digital ...

20/11/2025

2015

5 November 2015 SHARE Facebook Twitter Linkedin Email Munich, Germany 3 November 2015 - Cinegy, which develops and produces software technology for digital ...

20/11/2025

Cinegy launches Cinegy Open' initiative

12 February 2016 SHARE Facebook Twitter Linkedin Email Munich, Germany 9 February 2016 - Cinegy, which develops and produces software technology for digital...

20/11/2025

2016

22 June 2016 SHARE Facebook Twitter Linkedin Email Munich, Germany 21 June 2016 - Cinegy today announced that ABS BROADCAST, one of the largest independentl...

20/11/2025

Cinegy News - nominee of NewBay Media Awards 2016

10 January 2017 SHARE Facebook Twitter Linkedin Email Find us on page 12 of the Program Guide 2016 Tags NewBay Media Awards , Program Guide 2016 , broadc...

20/11/2025

Freeview Thailand deploys Cinegy Air PRO Bundles for multi-channel playout

15 March 2017 SHARE Facebook Twitter Linkedin Email Munich, Germany 15 March 2017 - Cinegy today announced that Thailand's Next Step direct-to-home Free...

20/11/2025

2017

12 December 2017 SHARE Facebook Twitter Linkedin Email Munich, Germany 13 December 2017 - Cinegy today announced that it is making its Cinegy Air Cloud Pack...

20/11/2025

2018

25 June 2018 SHARE Facebook Twitter Linkedin Email Munich 25th June 2018 - Cinegy today announced that Canada-based Accessible Media Inc. (AMI) has implemen...

20/11/2025

2019

27 May 2019 SHARE Facebook Twitter Linkedin Email The best quality live video from the worst networks - Haivision Although DVB and the World Wide Web are...

20/11/2025

2020

24 November 2020 SHARE Facebook Twitter Linkedin Email ATV Expand and Increase their Playout and Editing Capabilities using Cinegy Software Munich, Germany...

20/11/2025

Cinegy further commits to Eastern European market with new appointment

1 September 2021 SHARE Facebook Twitter Linkedin Email Munich, Germany, 1st September 2021: Cinegy GmbH, the premier provider of software technology for di...

20/11/2025

2021

20 September 2021 SHARE Facebook Twitter Linkedin Email ElectronicVerve continues a strong history of supporting Cinegy customers in India Munich, Germany,...

20/11/2025

2022

1 November 2022 SHARE Facebook Twitter Linkedin Email Munich, Germany, 01 November 2022: Cinegy, a premier provider of software technology for digital video...

20/11/2025

Britt Broadcast implements Cinegy Air PRO at TBC (Tanzanian Broadcasting Corporation]

31 October 2023 SHARE Facebook Twitter Linkedin Email Britt Broadcast at TBC...

20/11/2025

Oklahoma Community Television Overcomes ATSC 3.0 Translator Challenge

CINCINNATI Oklahoma Community Television (OCT) has selected GatesAir and Triveni Digital as key technology partners in an ATSC 3.0 deployment that establishes a...

20/11/2025

FCC Launches Wide-Ranging Examination of Network Affiliate Relations

WASHINGTON The Federal Communications Commission has opened a wide-ranging inquiry into the relations between broadcast networks and their affiliates that could...

20/11/2025

IAB: Creator Economy Ad Spend Now Dwarfs Ad Spend for Total Media Industry

NEW YORK Ad spend in the creator economy has more than doubled since 2021 from $13.9B to $29.5B in 2024 and that amount is projected to reach $37 billion in 202...

20/11/2025

Graduate Spotlight: Krysta Mirsik DePuy

Graduate Spotlight: Krysta Mirsik DePuy The educator from Hackettstown, New Jersey, shares how it took her 11 years to find the right graduate program for her...

20/11/2025

Rise Awards 2025 Celebrate the Industry's Best

LONDON The winners of the Rise Awards 2025, which recognize women and companies whose achievements have stood out in the media technology industry, have been an...

20/11/2025

Lionsgate, Debmar-Mercury Launch MovieSphere Gold Diginet

SANTA MONICA & NEW YORK Lionsgate's Worldwide Television Distribution Group and Debmar-Mercury have launched MovieSphere Gold in more than 30 million homes....

20/11/2025

Clear-Com Unveils New 4-Channel HelixNet Beltpack

ALAMEDA, Calif. Clear-Com has introduced its four-channel HelixNet beltpack, a next-generation advancement of its widely used two-channel model, and anticipates...

20/11/2025

Kiswe Core Aims to Simplify Cloud-Based Streaming Distribution

NEW PROVIDENCE, N.J. Streaming technology and services provider Kiswe has launched Kiswe Core, a next-generation cloud-based platform designed to simplify the s...

20/11/2025

Dolby Partners Up With Bay Area Super Bowl Host Committee

MOUNTAIN VIEW, Calif. Dolby Laboratories has signed on as an official signature partner of the Bay Area Host Committee (BAHC) for the 2026 Super Bowl and the we...

20/11/2025

Telus TV+ Expands Distribution to Samsung and LG Smart TVs

STUTTGART, Germany 3 Screen Solutions (3SS) has announced that the Canadian multiservice operator Telus has launched its Telus TV+ entertainment platform on Sam...

20/11/2025

MLB Strikes Rights Deals With ESPN, NBCUniversal, Netflix

Major League Baseball has announced deals with ESPN, NBCUniversal and Netflix covering 2026-2028 that make ESPN the exclusive distributor for MLB.TV, put regula...

20/11/2025

Berklee Presents Holiday Extravaganza: Duke Ellingtons The Nutcracker Suite and GenNext All-Stars' Noel

Berklee Presents Holiday Extravaganza: Duke Ellingtons The Nutcracker Suite and ...

20/11/2025

Richard Osman, Kyla Cobbler and Vittorio Angeloni among the guests on this week's Late Late Show

It's the Late Late Toy Show BIG BIG Ticket Giveaway day! It's the Late ...

20/11/2025

Into the Omniverse: How Smart City AI Agents Transform Urban Operations

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 u...

20/11/2025

Guests revealed for The 2 Johnnies Late Night Lock In tonight

The How To Gael pocast gals, comedian Chris Kent and quizzer Darragh Ennis drop by for the fifth episode of The 2 Johnnies Late Night Lock In In the penultimat...

20/11/2025

Ultimate Cloud Gaming Is Everywhere With GeForce NOW

The NVIDIA Blackwell RTX upgrade is nearing the finish line, letting GeForce NOW Ultimate members across the globe experience true next-generation cloud gaming ...

20/11/2025

The Largest Digital Zoo: Biology Model Trained on NVIDIA GPUs Identifies Over a Million Species

Tanya Berger-Wolf's first computational biology project started as a bet wit...

19/11/2025

Sphere Sound Kicks Up Its Heels at Radio City Music Hall

Sphere Sound Kicks Up Its Heels at Radio City Music HallUltra-immersive system from the singular Las Vegas venue is also ready for sportsBy Dan Daley, Audio Edi...

19/11/2025

The Future of Stadium and Arena Video Control Rooms: Tech Leaders Talk 4K, IP, and More

The Future of Stadium and Arena Video Control Rooms: Tech Leaders Talk 4K, IP, a...

19/11/2025

One Year at Intuit Dome: Walking Through the Stunning Arena's Advanced Video Production Layout with the LA Clippers

One Year at Intuit Dome: Walking Through the Stunning Arena's Advanced Video...

19/11/2025

SVG Sit-Down: IMG's Francois Westcombe Goes Inside IMG's Annual Digital Trends Report

SVG Sit-Down: IMG's Francois Westcombe Goes Inside IMG's Annual Digital ...

19/11/2025

Inside Brighton & Hove Albion's Fan-First Media Machine

Inside Brighton & Hove Albion's fan-first media machine By George Bevir Tuesday, November 18, 2025 - 10:10 Print This Story Brighton & Hove Albion'...

19/11/2025

Rock Chalk Rebuild, Part 1: Kansas Athletics Brings New Production Power to Rebuilt David Booth Kansas Memorial Stadium

Rock Chalk Rebuild, Part 1: Kansas Athletics Brings New Production Power to Rebu...

19/11/2025

Rock Chalk Rebuild, Part 2: A Pro's Guide to Kansas Athletics' New Video-Production Infrastructure

Rock Chalk Rebuild, Part 2: A Pro's Guide to Kansas Athletics' New Video...

19/11/2025

MLB Media Rights Shakeup: NBC Inks Three-Year Deal for Sunday Night Baseball, Peacock Exclusive Game, and More

MLB Media Rights Shakeup: NBC Inks Three-Year Deal for Sunday Night Baseball, Pe...

19/11/2025

Sabar Bonda (Cactus Pears) Takes a Tender View on Queer Relationships

Rohan Parashuram Kanawade attends the premiere of Sabar Bonda (Cactus Pears) at the 2025 Sundance Film Festival at Egyptian Theatre on January 26, 2025, in Pa...

19/11/2025

Sundance Institute-Supported Seeds, Apocalypse in the Tropics, Selena y Los Dinos, and More Earn IDA Documentary Awards Nominations

Awards season is heating up, and the International Documentary Association just ...

19/11/2025

L3Harris Breaks Ground on Arkansas Advanced Propulsion Facilities

Aerojet Rocketdyne President Ken Bedingfield and Arkansas Gov. Sarah Huckabee Sanders were joined by state and local officials to celebrate the groundbreaking o...