Three Core Abilities of GPT Explained

Three Core Abilities of GPT Explained

Through the previous two articles in this series, we learned about what large language models are and roughly understood the training process of large language models. After completing the training of GPT, computer scientists discovered that it exhibited many surprising abilities. Understanding these abilities is crucial for us to comprehend, learn, and utilize GPT. This … Read more

From Word2Vec to GPT: Understanding the Family Tree of NLP Models

From Word2Vec to GPT: Understanding the Family Tree of NLP Models

Analyst Network of Machine Heart Author: Wang Zijia Editor: H4O This article starts from the ancestor level word2vec and systematically sorts out the “genealogy” of GPT and the large NLP “family group” led by word2vec. GPT did not emerge out of nowhere; it is the result of the efforts of many people and a long … Read more

Hands-On Tutorial: Automate News Generation with Make and GPT

Hands-On Tutorial: Automate News Generation with Make and GPT

♥Follow ★Star ☍Join Group Get AI Deep Tutorials First Hello everyone! In my previous shares, I showed you how to use Make + GPT to automatically capture trending news and generate press releases. Today, I bring you a simplified version along with a detailed hands-on tutorial. If you’re interested, let’s try to create your own … Read more

Understanding LLM, GPT, AIGC, AI Agent, and Agentic AI

Understanding LLM, GPT, AIGC, AI Agent, and Agentic AI

Introduction 2024 is set to be a year of full bloom for AI Large Models, with major companies releasing their own large model application products, such as: • Tencent’s Yuanbao • Alibaba’s Tongyi Qianwen • Byte’s Doubao • Baidu’s Wenxiaoyan • The Dark Side of the Moon’s Kimi • And many more It’s a dazzling … Read more

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