The GPT Legacy: Tracing the Transformer Family Tree

The GPT Legacy: Tracing the Transformer Family Tree

The Analyst Network of Machine Heart Author:Wang Zijia Editor: H4O This article introduces the Transformer family. Recently, the arms race of large language models has dominated much of the discussions among friends, with many articles exploring what these models can do and their commercial value. However, as a small researcher immersed in the field of … Read more

How GPT Utilizes Mathematical Techniques to Understand Language

How GPT Utilizes Mathematical Techniques to Understand Language

Click the “blue words” above Follow us! Have you ever wondered why chatbots can understand your questions and provide accurate answers? How do they write fluent articles, translate foreign languages, and even summarize complex content? Imagine you’re sitting in front of a machine, typing a few words, and this machine acts like a magician, quickly … Read more

LlamaIndex: Easily Build Indexes to Query Local Documents

LlamaIndex: Easily Build Indexes to Query Local Documents

Click the blue text above to follow us. 1. Introduction 1.1 Background When using OpenAI’s GPT series models, we might find that for some simple questions, such as factual questions in Chinese, the AI tends to fabricate answers. And when asked about recent news events, the AI will directly state that it does not know … Read more

Breaking the Myth of ChatGPT’s Internet Connectivity!

Breaking the Myth of ChatGPT's Internet Connectivity!

Follow the public account “GitHubDaily” Set as “Starred“, bringing you daily GitHub tours! A while ago, I wrote an article introducing several methods to easily break the myth of ChatGPT’s inability to access the internet without installing the ChatGPT Plugin. Recently, I’ve seen many students interested in this, so I gathered and improved these solutions, … Read more