![](//www.4rfv.com/4rfv_news_images/nvidia_scripts/32G36G7PEXJX_0.jpg)
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.
Most recent headlines
04/08/2024
Dalet, a leading technology and service provider for media-rich organizations, is excited to announce Santiago Solanas as its new Chief Executive Officer (CEO)....
27/07/2024
QuickLink StudioPro 4K Video Production Platform to Make its IBC 2024 Debut
Brie Clayton July 26, 2024
0 Comments
QuickLink, the leading global provid...
27/07/2024
Amazon Prime Video said that global viewership for its superheroes gone bad series The Boys grew by 20% from Season 3....
27/07/2024
Dermot Mulroney has been cast as Chief Dom Pascal in the upcoming season of Chicago Fire on NBC. Season 13 begins September 25....
27/07/2024
The Hispanic TV Summit, which happens September 11 in New York and is presented by Next TV, Broadcasting+Cable and Multichannel News, will give out awards to th...
27/07/2024
Media companies like to warn marketers about the perils of cutting their ad spending, and they may have a cautionary tale in Pepsi, which slid into third place ...
26/07/2024
by Ianeta Le'i
I honestly don't remember the first time I met Bryson Ch...
26/07/2024
(L-R) Louise (Karen Gillan) and Antonina (Margaret Sophie Stein) strike up an un...
26/07/2024
Last month, Spotify's annual Songs of Summer predictions made their return, ...
26/07/2024
Summer is peak season for some of our favorite sports and events. Whether you're rooting for the home team at the ballpark or cheering for your country as i...
26/07/2024
Nine talented young professionals completed their vocational training at SGL Carbon in Meitingen from the beginning of June to mid-July, achieving an overall gr...
26/07/2024
Orders1 of $5.2 billion; book-to-bill of 1.0x
Revenue of $5.3 billion, up 13%
...
26/07/2024
(Editor's note: TVTech reached out to several station groups to determine the impact of the CrowdStrike outage on operations. Many, including NextStar Media...
26/07/2024
NEWPORT BEACH, Calif. Bitcentral has integrated Pixalate's ad fraud protection, privacy and compliance analytics solution Post-Bid Analytics and Reporting i...
26/07/2024
Aldous Huxley's classic novel Brave New World is a science fiction thriller set in a murky future with a highly ordered society. While Huxley and other sc...
26/07/2024
Hollyland Adds Pyro 7 All-in-one Video Monitor, TX and RX to Pyro Series
Brie Clayton July 26, 2024
0 Comments
Seven-inch 2.4/5GHz wireless monitor wi...
26/07/2024
Geddy Lee Asks Are Bass Players Human Too? Graded Using DaVinci Resolve Studio
Brie Clayton July 26, 2024
0 Comments
Blackmagic today announced that t...
26/07/2024
Another reminder of the popularity of ad-supported connected TV comes in a survey by Premion and Advertiser Perceptions which found that 61% of the marketers th...
26/07/2024
Nielsen's Gracenote unit said it is selling its metadata about the content of television shows and movies for use in targeting connected-TV advertising camp...
26/07/2024
CBS premieres 13 Days in Ferguson, a special about the aftermath of a police shooting of a young Black man in 2014, on Friday, August 9. The special features Ce...
26/07/2024
Disney and Warner Bros. Discovery announced the launch of their long-awaited premium streaming bundle for the United States. For $16.99 per month, subscribers w...
26/07/2024
It provides multi-voltage output (14.4V, 28V, and 48V) through two XLR4 outputs and one XLR3, offering power to cameras, monitors, and lighting equipment
By Je...
26/07/2024
The lawsuit submitted by investor Scott Baker claims the deal would cost Paramount shareholders $1.65 billion
By Jenny Priestley
Published: July 26, 2024
...
26/07/2024
Florida-based Video Village Miami provides on-set video assist for local commercials and music videos. Frank Collins established the outfit in 2019 after a 20-y...
26/07/2024
QuickLink, the leading global provider of multi-camera video productions and remote contribution solutions, will present QuickLink StudioPro at IBC 2024 (Stand ...
26/07/2024
Relo Metrics (formerly GumGum Sports), the leading AI-powered sponsorship analytics platform for real-time data decisions, today launched an industry-leading in...
26/07/2024
Anton/Bauer, a leading provider of mobile power systems for the film and television industry, has announced the launch of the VCLX LI 1600. The latest evolution...
26/07/2024
Bitcentral, the leading provider of professional media solutions for broadcast and digital video, today announces that it has integrated Pixalate, the ad fraud ...
26/07/2024
Cobalt Iron Inc., a leading provider of SaaS-based enterprise data protection, today announced that Secure Automated Backup with Compass , a cloud backup-as-a-s...
26/07/2024
VisualOn IBC2024 Exhibitor Preview
Sept. 13-16
Amsterdam
Stand 5.A52
As video streaming consumption surges, service providers face significant challenges wi...
26/07/2024
Quanteec
IBC2024 Exhibitor Preview
Sept. 13-16
RAI Amsterdam
Stand 1.A05
Quanteec, a global provider of video delivery technology for broadcasters, will s...
26/07/2024
Witbe
IBC2024 Exhibitor Preview
Sept. 13-16
Amsterdam
Stand 5.F84
At IBC2024, Witbe will showcase the power of its automated testing and proactive monitori...
26/07/2024
WASHINGTON, D.C. The Federal Communications Commission has announced the launch of its new Mobile Speed Test app. The new app features an enhanced user interfac...
26/07/2024
LONDON In a notable landmark for the use of cloud-based services at the Olympics, Alibaba Cloud and Olympic Broadcasting Services (OBS), has today announced the...
26/07/2024
NEW YORK As part of a $2.5 billion media rights deal with the NBA announced on July 24, NBCUniversal and the NBA have also announced an 11-year agreement for ri...
26/07/2024
BEAVERTON, Ore. Versatile Video Coding (VVC) promises to play a pivotal role in driving advancements in video compression technology, with organizations across ...
26/07/2024
COLUMBUS, Ohio The political news channel PurpleTV has expanded it reach with news that it has launched on Channel 25.1 in Columbus, Ohio on TV Station WXOH, wh...
26/07/2024
NEW YORK As part of a push into the contextual advertising business, Nielsen's Gracenote has announced that it is developing new contextual categories to gi...
26/07/2024
Puget Systems Returns to SIGGRAPH 2024 to Demonstrate its On-Premises Generative...
26/07/2024
Dreamtek Delivers Innovative A/V, Live Production and Post Workflows with Blackm...
26/07/2024
Dejero to bring even smarter' mobile internet connectivity solutions to IBC...
26/07/2024
The 2024 Paris Olympic Games are about to begin, and Capitol Broadcasting is rea...
26/07/2024
Berklee Alumni Nominated for 2024 Emmy Awards Twenty-one Berklee alumni received Emmy nominations this year for music composition, sound mixing, and sound editi...
26/07/2024
Jennifer Lyons, president and general manager of WBBM Chicago, is moving into a ...
26/07/2024
Kennan Oliphant has been named VP of news and station manager at WWJ Detroit. He will report to Jennifer Lyons, who has added a regional GM role that gives her ...
26/07/2024
Charlie Hustle & The Matter of Pete Rose, a four-part docuseries, debuts on HBO and Max July 24. The series details the life of the baseball superstar, includin...
26/07/2024
The 2024 Paris Olympic Games present a unique and exciting opportunity for local...
26/07/2024
Paris 2024: V varo Providing Live Media Transport Services for Leading Internati...
26/07/2024
Paris 2024: BBC Sport on Its Remote Production Workflow for the Summer Games By Heather McLean, SVG Europe
Friday, July 26, 2024 - 7:31 am
Print This Story...
26/07/2024
Paris 2024: BBC Sport Unveils the Olympic Storytelling and Breathtaking Scenery ...