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 ...
04/08/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
04/07/2026
April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...
02/06/2026
Rohde & Schwarz to present comprehensive performance, conformance and spectrum-m...
02/06/2026
BTL Laboratory becomes Taiwan's first test house with a CTIA Certification c...
02/06/2026
blueCORE standalone processors headline solutions designed to simplify the trans...
02/06/2026
If you've kept up with this article series, you know by now where to start w...
02/06/2026
With new DSP configurations and flexible licensing options, Calrec is removing the barriers to virtualised audio, giving broadcasters the freedom to scale produ...
02/06/2026
The TV agency was one of the earliest adopters of Nielsen's local television...
02/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/06/2026
Grass Valley today announced that Australian News Channel (ANC), operator of Sky News Australia, has deployed Grass Valley AMPP to transform its newsroom produc...
02/06/2026
Studio Technologies, a leading manufacturer of high-quality audio, video, and fiber-optic solutions, announces its new Model 385 Mic/Intercom Beltpack. The Mode...
02/06/2026
The Riedel Group today announced the appointment of Gudrun Scharler as CEO of Riedel Networks. She succeeds Michael Martens, who has led Riedel Networks since 2...
02/06/2026
More signals, higher quality, and outstanding ingest and streaming flexibility deliver professional results in a small, all-in-one footprint...
02/06/2026
farmerswife will be featured on the Modena Media & Entertainment stand at this year's Mediatech Africa 2026, giving visitors an opportunity to explore the l...
02/06/2026
PTZOptics will showcase a new generation of intelligent video workflows at InfoComm 2026, June 17 19, Las Vegas. Visitors to booth N8227 will see how PTZOptics ...
02/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/06/2026
Wuppertal June 2, 2026
Gudrun Scharler Appointed CEO of Riedel Networks The Riedel Group today announced the appointment of Gudrun Scharler as CEO of Riedel N...
02/06/2026
Back to All News
Discover Your Next Book-to-Screen Obsession With Our New Dedicated Hub
Product
02 June 2026
Global
Link copied to clipboard
Dear most vor...
02/06/2026
New LinkedIn Data: 90% of C-Suite Leaders are Continuously Building Skills to Lead in the AI Era Published on Jun 2, 2026 Categories: Data and insights
Lin...
02/06/2026
Trust has become a commercial issue With global advertising spend forecast to exceed US$1 trillion this year*, the commercial consequences of weak governance co...
02/06/2026
June sees Ireland's cultural calendar in full bloom, as RT Supporting the Arts showcases a vibrant and wide-ranging programme spanning music, theatre, visu...
02/06/2026
After The Traitors Ireland launched in 2025, Irish audiences proved to have a taste for the global hit reality show. This Bank Holiday Monday fans can indulge e...
01/06/2026
In its sixth year, the broadcaster's coverage has become a global brand and ...
01/06/2026
Designed to solve a common problem in broadcasting, the automated workflow detects, identifies, removes, and documents copyrighted music
AudioShake has introdu...
01/06/2026
The sports-analytics company combines its data with proprietary AI to help leagu...
01/06/2026
Category line-up & sponsors announced
Photo: Paul Clarke
The Production Music Awards (PMA) have announced that submissions are now officially open ahead of...
01/06/2026
New hybrid sample/synthesis instrument revealed
Excite Audio have just released the latest instalment in their Evolve series, which has been developed in co...
01/06/2026
Latest TONEX expansion captures three rare vintage amps
The newest addition to IK Multimedia's ever-growing TONEX line-up introduces a set of three incr...
01/06/2026
Musically intelligent soft synth gets upgraded
Scaler Music will be probably be best known to many for their music theory tools, but their product range al...
01/06/2026
SBS confirms its broadcast sponsors for FIFA World Cup 2026
1 June, 2026
Media releases
SBS has secured Hyundai, Hisense, Macca's, Rexona, bet365, Com...
01/06/2026
Rohde & Schwarz Satellite Industry Days 2026 guided by the motto From Earth to ...
01/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/06/2026
Marshall Electronics is showcasing a comprehensive lineup of next-generation POV cameras, purpose-built to power today's connected AV environments, at InfoC...
01/06/2026
Adobe Announces Concept to Vector
Deepa Subramaniam June 1, 2026
0 Comments
One of the biggest frustrations we hear from designers is how difficult it...
01/06/2026
Vampire Feature Night Patrol Graded with DaVinci Resolve Studio
Brie Clayton June 1, 2026
0 Comments
Colorist shapes dark, gritty tone for horror thri...
01/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/06/2026
Back to All News
KAULITZ & KAULITZ Season 3
Entertainment
01 June 2026
GlobalGermany
Link copied to clipboard
Our favorite twins are back: streaming on Ne...
01/06/2026
Luxembourg, June 1, 2026 - SES, a leading space solutions company, and Viva, Mexico's ultra low-cost airline, launched fast and reliable multi-orbit satelli...
01/06/2026
Agentic AI is getting physical.
At COMPUTEX on Tuesday, NVIDIA announced NVIDIA JetPack 7.2 and NVIDIA NemoClaw support on NVIDIA Jetson.
JetPack 7.2 brings a...
AI applications are summarizing articles, writing stories and engaging in long conversations - and large language models are doing the heavy lifting.
