We’re in the course of an AI revolution, and whereas the brand new expertise’s advantages are clear, determining the place to get began might be complicated. You’re confronted with buzzwords and lingo, and a nonstop stream of AI-related information makes it tough to resolve how AI applies to you.
But right here’s the excellent news: GeForce’s RTX 50 Series GPUs function a terrific {hardware} platform to discover generative AI proper by yourself PC. From working massive language fashions to enjoying AI-enhanced video games, RTX 50 GPUs make generative AI extra accessible than ever earlier than.
Follow alongside as we clarify Generative AI, present you the way it’s getting used to remodel science, after which enable you to get began with AI in your GeForce RTX 50 Series powered PC.
What is Generative AI?
Generative AI has turn into an umbrella time period for varied AI applied sciences. When you sort a immediate into your AI engine of alternative, a bunch of extremely specialised AI applications referred to as “models” spring into motion.
These fashions individually excel at particular duties, similar to recognizing patterns in language, pictures, audio, laptop code, and extra. But they’ll additionally work collectively to unravel extra sophisticated issues. The fashions usually run on huge computer systems in information facilities, although that’s altering with PC {hardware} working GeForce RTX 50 Series graphics playing cards.
The fashions excel in breaking apart issues into particular person elements, after which work collectively to generate useful outcomes. In impact, every mannequin handles a portion of the issue they’re skilled for, then passes that output to different fashions.
In reality, our brains deal with these kind of sophisticated cognitive duties with none acutely aware thought in any respect. And now, with Generative AI working domestically on PC {hardware}, these eventualities—as soon as restricted to human mind energy—enter the realm of what’s potential on a pc.
Most generative AI begins with a big language mannequin, or LLM, which understands regular written language. When you sort a immediate for an LLM, the mannequin parses it for that means after which can cross that output to any variety of different fashions—and there are fashions that generate pictures, audio, spoken voice, software program code, and extra.
NVIDIA
What does including an NVIDIA GPU to your PC get you?
Generative AI represents an unlimited technological shift, and it’s already having an impression on quite a lot of industries.
Programmers are using generative AI to write better code, sooner than they had been in a position to earlier than. Drug companies are using AI to develop new treatments for diseases—remedies which can be more practical or have fewer unwanted side effects.
And getting worth out of generative AI isn’t limited to scientific breakthroughs. It may summarize conferences, parse sophisticated datasets, generate your grocery checklist utilizing your loved ones’s favourite recipes, or simply enhance your PC gaming body charges.
Bottom line: AI might help you get you extra completed in much less time than what’s been potential with conventional software program. And working generative AI fashions domestically in your PC presents a number of huge benefits: prices are comparatively fastened, processing is mostly sooner in comparison with cloud-based AI, and in case you’re involved about safety, working AI domestically means you don’t need to add proprietary information to another person’s servers.
Unlimited entry to cloud AI fashions can value $200 or extra every month. That shortly will get costly. But when you’ve purchased (or constructed) a machine with a GeForce 50 Series GPU that’s able to working AI domestically, you’re actually solely paying for the electrical energy your machine consumes.
But GeForce RTX 50 Series GPUs provide much more advantages: uncooked velocity. When you employ one of many large cloud-based AI companies, you’re sharing compute time with tens of millions of different customers. On the opposite arms, while you’re working domestically on a GPU you personal, you don’t have to attend in line to your subsequent immediate.
And the safety advantages can’t be over-emphasized. Many of the free—and even some paid—cloud-based AI companies practice their fashions on prompts that customers enter. That means in case you add proprietary information as a part of an internet immediate, it will probably present up in later variations of the mannequin.
You simply purchased an RTX 50 collection GPU. What’s subsequent?
Downloading and working generative AI fashions domestically was tough, however now there are instruments that make it far more accessible. One of our favorites is Ollama, which makes it straightforward to run well-liked open fashions domestically by yourself PC, and take full benefit of your GeForce RTX 50 Series GPU.
To get began, seize the newest model of Ollama from the download page and set up it in your PC. Once it’s put in, open a Terminal window and sort ollama run llama3.2. This will obtain certainly one of Meta’s smaller Llama LLMs and allow you to begin chatting with it and experimenting with prompts. When you’re completed, or need to attempt one other mannequin, simply sort /bye on the immediate.
The Ollama website maintains a list of all the different models which can be out there. We suggest testing one of many new reasoning fashions, like deepseek-r1, which stroll you thru the thought processes behind their responses to your prompts. The fashions in Ollama are all free to obtain, however a few of them are fairly massive.
If you need to check out AI picture technology working domestically in your GeForce RTX 50 Series playing cards, you’ll need to attempt Stable Diffusion. Make positive to observe this 5-minute tutorial video, which can assist information you thru the method.
Once you’re completed experimenting with textual content and picture technology, you’ll be able to hearth up one of many 75-plus games that support DLSS 4. DLSS is NVIDIA’s suite of AI instruments, which allow high-refresh charge 4K gaming, even in probably the most superior ray-tracing video games. Using DLSS Multi Frame Generation and the brand new transformer AI upscaling mannequin lets your GeForce RTX 50 Series card stand up to 8X the efficiency of conventional brute-force rendering. PCWorld has revealed an explainer on DLSS 4, and all the advantages it supplies to PC avid gamers.
Between working native LLMs, creating AI artwork, and enjoying DLSS 4 video games, you’ll have loads to discover in leveraging the ability of your GeForce RTX 50 Series GPU. For much more inspiration, try NVIDIA’s content hub on how NVIDIA powers the AI world, together with this checklist of more than 100 RTX-accelerated creative apps that run local AI. NVIDIA {hardware} can energy your AI tasks in the present day, and is able to deal with no matter comes all through 2025 and past.