Overview of Large Language Models: From Transformer Architecture to Prompt Engineering

Overview of Large Language Models: From Transformer Architecture to Prompt Engineering

Large Language Models

Cristian Enrique Muñoz Villalobos

24 Feb 2023

AI-based conversational agents such as ChatGPT and Bard have skyrocketed in popularity recently. These and many other language models compete to dominate the new technological frontier as the competition intensifies. These tools are entering our daily lives through browsers and communication platforms. However, with the industry constantly evolving, it can be hard to keep up. Thus, deciding which product to use or invest in could be challenging. The key to staying ahead is to be aware of the new technology trends. Understanding the inner workings of GPT and BERT will give you the skills to navigate the rapidly changing landscape of language models.

At the heart of this technology lies the innovative Transformer architecture. A deep learning model that has redefined the way we process natural language text due to its remarkable efficiency. In this article, we dive into the details of Transformer, exploring its impressive history of modification and improvement. By the end, you'll have a solid grasp of the cutting-edge technology driving the language models of today.

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