Learning Artificial Intelligence - Part 5 (What are Large Language Models (LLM))

Deep learning models are used for Natural Language processing (NLP). Large Language models (LLM) are trained deep learning models which understand human text and can reply like a human. Understanding human language is one of the modern advancements in the machine learning and LLM is a part of that advancement. 

Understanding and analyzing text is the major criteria behind the models and for text processing there are two models:

• Recurrent neural networks (RNN)
• Transformer models

Language processing models are based on transformer models.

Why are we talking about Large Language Models (LLM)?

There models play a crucial role in Generative AI. Generative AI is at the forefront of the Artificial Intelligence applications. For example, when we open ChatGPT, we ask a question and based on analyzing the question in the background, reply is provided. Similarly, when there is a automatic chat box used by companies to solve customer queries, the query posted by a customer must be understood by the model. Large Language Model (LLM) play a crucial role there.