AI applications are summarizing articles, writing stories and engaging in long conversations - and large language models are doing the heavy lifting.
A large language model, or LLM, is a deep learning algorithm that can recognize, summarize, translate, predict and generate text and other content based on knowledge gained from massive datasets.
Large language models are among the most successful applications of transformer models. They aren't just for teaching AIs human languages, but for understanding proteins, writing software code, and much, much more.
In addition to accelerating natural language processing applications - like translation, chatbots and AI assistants - large language models are used in healthcare, software development and use cases in many other fields.
What Are Large Language Models Used For? Language is used for more than human communication.
Code is the language of computers. Protein and molecular sequences are the language of biology. Large language models can be applied to such languages or scenarios in which communication of different types is needed.
These models broaden AI's reach across industries and enterprises, and are expected to enable a new wave of research, creativity and productivity, as they can help to generate complex solutions for the world's toughest problems.
For example, an AI system using large language models can learn from a database of molecular and protein structures, then use that knowledge to provide viable chemical compounds that help scientists develop groundbreaking vaccines or treatments.
Large language models are also helping to create reimagined search engines, tutoring chatbots, composition tools for songs, poems, stories and marketing materials, and more.
How Do Large Language Models Work? Large language models learn from huge volumes of data. As its name suggests, central to an LLM is the size of the dataset it's trained on. But the definition of large is growing, along with AI.
Now, large language models are typically trained on datasets large enough to include nearly everything that has been written on the internet over a large span of time.
Such massive amounts of text are fed into the AI algorithm using unsupervised learning - when a model is given a dataset without explicit instructions on what to do with it. Through this method, a large language model learns words, as well as the relationships between and concepts behind them. It could, for example, learn to differentiate the two meanings of the word bark based on its context.
And just as a person who masters a language can guess what might come next in a sentence or paragraph - or even come up with new words or concepts themselves - a large language model can apply its knowledge to predict and generate content.
Large language models can also be customized for specific use cases, including through techniques like fine-tuning or prompt-tuning, which is the process of feeding the model small bits of data to focus on, to train it for a specific application.
Thanks to its computational efficiency in processing sequences in parallel, the transformer model architecture is the building block behind the largest and most powerful LLMs.
Top Applications for Large Language Models Large language models are unlocking new possibilities in areas such as search engines, natural language processing, healthcare, robotics and code generation.
The popular ChatGPT AI chatbot is one application of a large language model. It can be used for a myriad of natural language processing tasks.
The nearly infinite applications for LLMs also include:
Retailers and other service providers can use large language models to provide improved customer experiences through dynamic chatbots, AI assistants and more.
Search engines can use large language models to provide more direct, human-like answers.
Life science researchers can train large language models to understand proteins, molecules, DNA and RNA.
Developers can write software and teach robots physical tasks with large language models.
Marketers can train a large language model to organize customer feedback and requests into clusters, or segment products into categories based on product descriptions.
Financial advisors can summarize earnings calls and create transcripts of important meetings using large language models. And credit-card companies can use LLMs for anomaly detection and fraud analysis to protect consumers.
Legal teams can use large language models to help with legal paraphrasing and scribing.
Running these massive models in production efficiently is resource-intensive and requires expertise, among other challenges, so enterprises turn to NVIDIA Triton Inference Server, software that helps standardize model deployment and deliver fast and scalable AI in production.
Where to Find Large Language Models In June 2020, OpenAI released GPT-3 as a service, powered by a 175-billion-parameter model that can generate text and code with short written prompts.
In 2021, NVIDIA and Microsoft developed Megatron-Turing Natural Language Generation 530B, one of the world's largest models for reading comprehension and natural language inference, which eases tasks like summarization and content generation.
And HuggingFace last year introduced BLOOM, an open large language model that's able to generate text in 46 natural languages and over a dozen programming languages.
Another LLM, Codex, turns text to code for software engineers and other developers.
NVIDIA offers tools to ease the building and deployment of large language models:
NVIDIA NeMo LLM service provides a fast path to customizing large language models and deploying them at scale using NVIDIA's managed cloud API, or through private and public clouds.
NVIDIA NeMo Megatron, part of the NVIDIA AI platform, is a framework for easy, efficient, cost
Most recent headlines
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
01/06/2026
January 6 2026, 05:30 (PST) Dolby Sets the New Standard for Premium Entertainment at CES 2026
Throughout the week, Dolby brings to life the latest innovatio...
02/05/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
01/05/2026
January 5 2026, 18:30 (PST) NBCUniversal's Peacock to Be First Streamer to ...
01/04/2026
January 4 2026, 18:00 (PST) DOLBY AND DOUYIN EMPOWER THE NEXT GENERATON OF CREATORS WITH DOLBY VISION
Douyin Users Can Now Create And Share Videos With Stun...
18/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
18/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
18/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
18/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
18/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
18/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
18/03/2026
SMPTE , the home of media professionals, technologists, and engineers, today unveiled its educational presentations for the 2026 NAB Show. This year SMPTE will ...
18/03/2026
Maxon, maker of powerful, approachable software solutions for creators working in 2D and 3D design, motion graphics, visual effects, gaming, and more, today ann...
18/03/2026
Digital Alert Systems
Preview
2026 NAB Show
April 19 - 22
Booth C3452
At the 2026 NAB Show, Digital Alert Systems will showcase Version 6.0 of its DASDEC ...
18/03/2026
Setplex today announced that it will showcase its complete, fully integrated Zapflex platform for the first time at the 2026 NAB Show, introducing powerful new ...
18/03/2026
THIS ANNOUNCEMENT RELATES TO THE DISCLOSURE OF INFORMATION THAT QUALIFIED OR MAY HAVE QUALIFIED AS INSIDE INFORMATION WITHIN THE MEANING OF ARTICLE 7(1) OF THE ...
18/03/2026
COW Jobs: Seeking DP for Low Budget Dramedy - Chicago
Brie Clayton March 17, 2026
0 Comments
Seeking Director of Photography for Low Budget Dramedy Fe...
18/03/2026
COW Jobs: Seeking Gaffer for Low Budget Dramedy - Chicago
Brie Clayton March 17, 2026
0 Comments
Seeking Gaffer for Low Budget Dramedy Feature Film- I...
18/03/2026
COW Jobs: Seeking Location, Sound for Low Budget Dramedy - Chicago
Brie Clayton March 17, 2026
0 Comments
Seeking Location/Sound for Low Budget Dramed...
18/03/2026
COW Jobs: Seeking Child Wrangler for Low Budget Film - Chicago
Brie Clayton March 17, 2026
0 Comments
Seeking Child Wrangler for Low Budget Dramedy Fe...
18/03/2026
Calrec Redefines Broadcast Workflows at NAB 2026 with its Most Powerful Hardware...
18/03/2026
Oscar Nominated Two People Exchanging Saliva Posted with DaVinci Resolve Studio
Brie Clayton March 17, 2026
0 Comments
DaVinci Resolve Studio handle...
18/03/2026
Boston Conservatory Presents Celebrated Musical Satire Urinetown Performances for this Center Stage production will take place at Boston Conservatory Theater ...
18/03/2026
Charlie Puth Joins Switched On Pop at Berklee NYC The Berklee alum spoke with host and Berklee NYC professor Charlie Harding for a live taping, answering audi...
17/03/2026
NASA+'s Rebecca Sirmons and Brittany Brown offer unique look at live streami...
17/03/2026
The transition to IP has fundamentally reshaped professional media infrastructures. Video, audio, and increasingly metadata now circulate as independent, precis...
17/03/2026
Live sports streaming can push every element in your video delivery chain to its limit, exposing every potential weakness in seconds. When the Super Bowl, the O...
17/03/2026
Texas Athletics sought to modernize its media production, enhance fan experience...
17/03/2026
Ikegami USA will demonstrate the latest additions to its wide range of broadcast...
17/03/2026
TNA Wrestling and iHeartMedia announces a new multi-platform collaboration that will integrate iHeartMedia across TNA's premium live events, weekly televisi...
17/03/2026
The goal was to transform Hard Rock Stadium into a global leader in sports and e...
17/03/2026
Spectrum has announced the launch of its new Multiview feature in the Spectrum TV App, giving customers the ability to watch up to four NCAA men's or women&...
17/03/2026
Genius Sports deal also covers data technology, AI, fan engagement, and performance analysis....
17/03/2026
Net Insight is supporting the rollout of a new state-wide centralized operation with Rede Massa, which is an SBT affiliate, the Brazilian regional television ne...
17/03/2026
Featuring audio from practice sessions, qualifying races, and Grand Prix races, the film represents Apple's sports-media ambitions
At Sunday night's Ac...
17/03/2026
Live broadcast has always been one of the most demanding environments in media a...
17/03/2026
DirecTV is introducing several new viewing features, including a multi-screen March Madness Mix channel and an updated Sports Central mobile app hub, ahead of...
17/03/2026
Deltatre has announced a multi-year partnership with ATP Media, the media arm of the ATP Tour, covering broadcast graphics, data, and production across the 2026...
17/03/2026
The Detroit Pistons have announced a third consecutive season partnering with Sc...
17/03/2026
Fresh Finds Africa spotlights emerging artists and movements across the continent and its global diaspora, with listeners tuning in to discover new Afro-forward...
17/03/2026
Last month, more than 60,000 fans piled into Bangkok's Rajamangala National ...
17/03/2026
Vintage-inspired channel strip joins line-up
Black Rooster Audio's latest plug-in provides an all-in-one mixing tool inspired by classic analogue consol...
17/03/2026
Level and EQ voice, reverb and noise independently
The latest plug-in to join Accentize's collection is said to take a new approach to dialogue processi...
17/03/2026
UHF radio mic & IEM bandwidth at risk
Once again, the UHF bandwidth that is currently allocated to RF audio gear is at risk of being reassigned to high-spee...
17/03/2026
Last Friday, the first Plant Fire Department Training Week in Bavaria successf...
17/03/2026
New campaign from NAATI and SBS CulturalConnnect highlights how we all deserve ...
17/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
17/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
17/03/2026
3D streaming infrastructure provider Miris today announced the launch of a public beta for its new 3D asset streaming platform. Miris is building the infrastruc...
AI applications are summarizing articles, writing stories and engaging in long conversations - and large language models are doing the heavy lifting.
