What Does LLM Stand For?

What does LLM stand for in AI?

• Large: the model has billions of internal settings, called parameters, and learns from an enormous body of text.
• Language: its main job is working with words, including questions, stories, code and translations.
• Model: it is a mathematical system that represents patterns, not a database of stored answers.

An LLM learns by reading text and practicing one task again and again: guessing the next small piece of text, called a token. After enough practice it gets very good at producing writing that fits the prompt. Developers then train it further so it follows instructions and answers helpfully. Learn more about the field itself on the AI page.

LLM in a chat assistant

When you type a question into a chat assistant, the app sends your words to an LLM, which writes the reply one token at a time. The assistant is the product you see, and the LLM is the engine underneath. GPT, which you can read about on the GPT page, is one well known family of these models.

Because an LLM predicts likely text, it can sound sure of itself while being wrong. People call these errors hallucinations. Tools often connect the model to trusted documents to reduce them, a method called RAG. Running these models takes a lot of computing power, usually on GPU chips.

What LLMs can and cannot do

A good rule is to treat an LLM's answer as a first draft. Check facts, quotes and figures before relying on them, especially for health, money or legal questions.

LLM full form in law: Master of Laws

The law degree is written LL.M., from the Latin Legum Magister, meaning master of laws. The doubled L is an old way to mark a plural in Latin abbreviations: legum means "of laws," more than one law. The same habit gives LL.B. for bachelor of laws.

In the United States, most lawyers first earn a J.D., then some add an LL.M. to focus on an area such as tax, international or environmental law. Lawyers trained in other countries also take an LL.M. at American schools to learn U.S. law. The program usually lasts about one year.

How to say and write LLM

Say each letter, "L L M." Nobody blends them into one word, so it is an initialism. In tech, capitals without periods are the norm: LLM, plural LLMs. For the degree, the traditional form with periods, LL.M., is common, but LLM without periods is also seen. Use an before it, since it begins with the "el" sound: "an LLM," "an LL.M. program."

• "The app runs on an LLM hosted in the cloud."
• "Smaller LLMs can run on a laptop."
• "She is getting an LL.M. in tax law."
• "Our team compared three LLMs for the help desk."

LLM vs AI, GPT and AGI

• AI is the whole field of making computers do tasks that need human-like thinking. An LLM is one kind of AI.
• GPT is one family of LLMs. Every GPT is an LLM, but not every LLM is a GPT.
• AGI, artificial general intelligence, is the idea of a system that matches people across nearly all tasks. Today's LLMs are not that.
• MCP is a protocol that lets an LLM connect to outside tools and data.

More computing letters are collected in our tech acronyms section.