
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...
17/03/2026
QuickLink's Latest StudioEdge Models to Make North American Debut at NAB 202
Brie Clayton March 16, 2026
0 Comments
The Multi-platform Remote Gues...
17/03/2026
Frankenstein Graded with DaVinci Resolve Studio
Brie Clayton March 16, 2026
0 Comments
Sonnenfeld enhances the controlled interplay between warm and c...
17/03/2026
New Voyavox from Link Electronics with Real-Time Speech-to-Text Captioning to be...
17/03/2026
Berklee City Music Stewards META Fellowship Supporting Massachusetts Music Educa...
16/03/2026
DAZN will allow fans in select international territories to watch the NCAA men...
16/03/2026
IDM and The Skate Board Association (SBA) have announced a partnership with Coop...
16/03/2026
Solid State Logic (SSL) will debut the Net I/O ST 2110 Bridge at NAB 2026 (booth C6907), a standalone unit that converts between ST 2110 and Dante audio formats...
16/03/2026
Marshall Electronics (Booth C8339) is introducing its first all-IP 4K POV camera, the CV574-WP, at NAB 2026. The camera carries an IP67 weatherproof rating for ...
16/03/2026
Sony Electronics' Camera Verify (beta), a feature of its Camera Authenticity Solution which enables news organizations to share content authenticity informa...
16/03/2026
FloSports has announced a partnership with Storied Sports, a content and IP studio founded by former espnW and The Players' Tribune executives, to develop s...
16/03/2026
Montreux Jazz Festival has announced a multi-year collaboration with Gravity Media, who will become the Festival's Audio Visual Production Provider followin...
16/03/2026
USSI Global, a provider of customized network, broadcast and digital signage systems and services, has announced Ralph Annunziata joined the company on Jan. 5 a...
16/03/2026
Boland Communications (booth C3519) will exhibit at NAB Show 2026 in Las Vegas, ...
16/03/2026
Built in partnership with Diversified, the system
As the sports broadcast indus...
16/03/2026
Global FAST (Free Ad-supported Streaming TV) viewership grew 21% year-over-year ...
16/03/2026
Behind The Mic provides a roundup of recent news regarding on-air talent, includ...
16/03/2026
A still from Mr. Nobody Against Putin by David Borestein and Pavel Talankin, a...
16/03/2026
Promises studio-grade fidelity for the stage
Cloudvocal have announced the launch of a new instrument mic designed for professional live performers and engi...
16/03/2026
Popular MIDI/CV converter & interface overhauled
Kenton have announced the launch of the USB Solo Mk2, a new and improved version of their compact MIDI to C...
16/03/2026
Running from 16-29 March 2026
Starting from today (16 March) and running until 29 March 2026, Sonarworks are offering discounts of up to 40% across their ra...
16/03/2026
Dr. Robert H. Goddard and a liquid oxygen-gasoline rocket in the frame from which it was fired on March 16, 1926, at Auburn, Massachusetts. Credit: NASA....
16/03/2026
Precision-guided munitions shown in production illustrate one of many operational systems benefiting from modernized M-Code GPS, supporting assured positioning,...
16/03/2026
NEW YORK - March 16, 2026 - A E Global Media and Nielsen today announced a new,...
16/03/2026
aconnic AG (ISIN: DE000A0LBKW6), Munich, is delivering the first commercial 100-Gigabit systems following successful validation and certification for customer n...
16/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
16/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
16/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
16/03/2026
Shotoku USA, Shotoku Broadcast Systems' North American operation, will unveil significant additions to its platform at NAB 2026. Topping the list is the wor...
16/03/2026
Ikegami USA will demonstrate the latest additions to its wide range of broadcast-quality cameras, controllers and monitors on Central Hall booth C3819 during th...
16/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
16/03/2026
ELEMENTS launches GRID at NAB Show 2026
Brie Clayton March 15, 2026
0 Comments
North Hall, Booth N1717
ELEMENTS returns to NAB Show 2026, with an exp...
16/03/2026
Blackmagic Design Cameras Capture Artist Salavat Fidai's Micro Sculptures
Brie Clayton March 15, 2026
0 Comments
6K sensor and open gate capabilit...
16/03/2026
DHD to Introduce Latest Generation Broadcast Audio Mixers at NAB 2026, Las Vegas
Brie Clayton March 15, 2026
0 Comments
Hero image: Front of DHD RM1 P...
16/03/2026
16 Mar 2026
VEON Files its 2025 Annual Report on Form 20-F Dubai and New York, March 16, 2026 - VEON Ltd. (Nasdaq: VEON), a global digital operator ( VEON'...
16/03/2026
Six Couples. 100 Days Apart. One Question: Does Absence Make the Heart Grow Fond...
16/03/2026
Monday 16 March 2026
Tina Fey, Jamie Dornan and Riz Ahmed announced as first th...
16/03/2026
Back to All News
Netflix Has Released the Trailer for Love at Last, Starring Ed...
16/03/2026
The reporting option was introduced following extensive consultation with publis...
16/03/2026
After a nail-biting Grand Finale, Rose of Tralee Katelyn Cummins has been announced as the winner of Dancing with the Stars 2026.
The four finalists each dance...
16/03/2026
Welcome to Moore Street will begin on RT One and RT Player on Thursday 19 Marc...
15/03/2026
Visit ToolsOnAir at NAB Las Vegas 2026
More Details:From April 19-22, join us at NAB Show Las Vegas in the North Hall, Booth N1258, for an exclusive preview of...
15/03/2026
Latest dark drama, thrillers & tension library announced
The Very Loud Indeed Co.'s latest Kontakt library has just arrived, delivering a third instalme...
15/03/2026
Johannesburg, 14 March 2026 - On 13 and 14 March 2026, the 19th Annual South Afr...
15/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
14/03/2026
Combines mic, USB interface & wireless IEMs
Following a successful Kickstarter campaign, HISONG have announced that their innovative AirStudio S1 device is ...