Page 2 - LARGE LANUGAGE MODEL AND SMALL LANUGAGE MODEL

Definition of LLM

 A large language model (LLM) is a computational model notable for its ability to
achieve general-purpose language generation and other natural language

processing tasks.

 LLMs acquire these abilities by learning statistical relationships from vast amounts of

text during a computationally intensive self-supervised and semi-supervised training
process.

 LLMs are artificial neural networks that utilize the transformer architecture, invented

in 2017. The largest and most capable LLMs, as of June 2024, are built with a

decoder-only transformer-based architecture, which enables efficient processing
and generation of large-scale text data.

 In a simple term large language models are AI systems capable of understanding

and generating human language by processing vast amounts of text data.