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What is a Large Language Model (LLM)?

07/07/2023 | by Patrick Fischer, M.Sc., Founder & Data Scientist: FDS

A Large Language Model (LLM) is a powerful artificial intelligence model developed to understand and generate natural language. It is a machine learning model trained on large amounts of textual data to develop an understanding of the structure, grammar, semantics, and context of human language.

An LLM consists of a neural network with multiple layers, called a deep learning model because of its deep structure. It is based on the idea that the model learns language patterns from training data and is then able to generate human-like text or answer questions based on that learned knowledge.

A well-known example of a large language model is GPT-3 (Generative Pre-trained Transformer 3), developed by OpenAI. GPT-3 has been trained on an enormous amount of text data to handle a wide range of tasks, including translation, text generation, question-answer interactions, and more.

The development of LLMs has the potential to revolutionize the way we interact with computers and retrieve information. They can be used for automatic translation, chatbots, text generation, and many other applications.

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