A Gentle Introduction to Open Source Large Language Models

Unless you’ve been living under a rock for the last year, you’ve witnessed the ChatGPT revolution and to how everyone seems unable to stop using it. In this article, we’ll explore its alternatives, jumping into the world of open source models. This first article of the series Open Language Models is helpful for people looking to get started and understand Open Source Large Language Models, and how and why to use them. <h1>Table of contents</h1> — <a href="https://towardsdatascience.com/a-gentle-introduction-to-open-source-large-language-models-3643f5ca774#c41d" rel="noopener ugc nofollow">Why do we need Open Source Models?</a> — <a href="https://towardsdatascience.com/a-gentle-introduction-to-open-source-large-language-models-3643f5ca774#031f" rel="noopener ugc nofollow">The bigger the better? Training L</a>arge Language Models — <a href="https://towardsdatascience.com/a-gentle-introduction-to-open-source-large-language-models-3643f5ca774#9419" rel="noopener ugc nofollow">Fine-tuning Large Language Models</a> —<a href="https://towardsdatascience.com/a-gentle-introduction-to-open-source-large-language-models-3643f5ca774#1f3c" rel="noopener ugc nofollow"> The Best Open Source Large Language Models</a> — <a href="https://towardsdatascience.com/a-gentle-introduction-to-open-source-large-language-models-3643f5ca774#2d37" rel="noopener ugc nofollow">Running a Large Language Model on your computer</a> —<a href="https://towardsdatascience.com/a-gentle-introduction-to-open-source-large-language-models-3643f5ca774#d1aa" rel="noopener ugc nofollow"> Limitations</a> — <a href="https://towardsdatascience.com/a-gentle-introduction-to-open-source-large-language-models-3643f5ca774#2c45" rel="noopener ugc nofollow">Conclusion</a> <h2>What is a Large Language Model?</h2> A Large Language Model (LLM) is an AI capable of understanding and generating human language. At the heart, there’s a type of neural network called a transformer, that works by predicting what word comes next in a sentence. The word large describes these models’ extensive nature since they can have billions or even trillions of parameters.  <a href="http://Visit Now">Visit Now</a>