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Large Language Models

by Mara Calvello
Explore large language models (LLMs) and how they are revolutionizing language processing. Learn about how these AI systems understand and generate text.

What are large language models (LLMs)?

Large language models (LLM) are advanced artificial intelligence (AI) computer programs built to understand and generate human-like language. These models are trained on massive amounts of text data from the internet, absorbing everything from news articles to social media posts. With this training, they have millions – or potentially even billions – of parameters, allowing them to capture linguistic patterns and semantic relationships in language.

Once trained, these models can do a variety of natural language processing (NLP) tasks with language. They can translate languages, summarize text, perform sentiment analysis, and even answer complicated questions like a person would. LLMs are valuable tools for content creation, chatbots, virtual assistants, and automated writing tasks.

These models can learn from new information, too. The more they’re used, the smarter they become. Large language models are revolutionizing how individuals across industries interact with technology, making computers better at understanding and communicating in human language.

Learn more about natural language processing and how it works.

Mara Calvello
MC

Mara Calvello

Mara Calvello is a Content and Communications Manager at G2. She received her Bachelor of Arts degree from Elmhurst College (now Elmhurst University). Mara writes customer marketing content, while also focusing on social media and communications for G2. She previously wrote content to support our G2 Tea newsletter, as well as categories on artificial intelligence, natural language understanding (NLU), AI code generation, synthetic data, and more. In her spare time, she's out exploring with her rescue dog Zeke or enjoying a good book.