Building a Simplest GPT Model in 400 Lines of Code

Building a Simplest GPT Model in 400 Lines of Code

Source | Asynchronous | Book Giveaway at the End 01 How to Build the Simplest GPT What is the Learning Method for GPT? Borrowing the famous quote from Linus, “talk is cheap, show me the code”, there is nothing more suitable than building a GPT from scratch. Some students may be intimidated, thinking that something … Read more

GPT+ Structured Data: Analyzing Data, Visualization, and Modeling

GPT+ Structured Data: Analyzing Data, Visualization, and Modeling

This article is approximately 6000 words long and is recommended for a reading time of over 10 minutes. Table-GPT is a large language model specifically designed for table analysis, unifying tables, natural language, and commands. 1 Abstract Language models like GPT-3 and ChatGPT exhibit exceptional abilities in following various human instructions and executing different tasks, … Read more

The Evolution of the GPT Family

The Evolution of the GPT Family

Abstract GPT (Generative Pre-trained Transformer) is a neural network model based on the Transformer architecture, which has become an important research direction in the field of natural language processing. This article will introduce the development history and technological changes of GPT, outlining the technical upgrades and application scenarios from GPT-1 to GPT-3, exploring the applications … Read more

Detailed Explanation of ChatGPT/InstructGPT

Detailed Explanation of ChatGPT/InstructGPT

Introduction The GPT series is a set of pre-trained articles by OpenAI. GPT stands for Generative Pre-Trained Transformer. As the name suggests, the purpose of GPT is to obtain a general text model using pre-training techniques based on the Transformer architecture. Currently, published papers include text pre-trained models GPT-1, GPT-2, and GPT-3, as well as … Read more

Using GPT To Effectively Manage Disk Space

Using GPT To Effectively Manage Disk Space

Click the blue text above to follow us Resource Sharing Linux Beginner to Advanced Practical Course ↓ Scan to watch the video ↓ 1. Concept The GPT partitioning scheme uses a GUID partition table, which is a newer disk partition table structure standard derived from the EFI standard. Compared to the commonly used Master Boot … Read more

40 Things GPT Can Do

40 Things GPT Can Do

Many people know about GPT, but very few have started using it effectively! Many pretend to understand GPT, but only a few can use it efficiently! Today, let’s take a look at what GPT can do. Here are 40 scenarios along with corresponding prompts (automatically generated), and it could even be 100 or 1000. Scenario: … Read more

Zhou Hongyi: Four Unexplained Phenomena of GPT

Zhou Hongyi: Four Unexplained Phenomena of GPT

In the face of the incredible intelligence exhibited by the GPT model, we need to correctly understand the profound impact brought by this breakthrough in artificial intelligence. Zhou Hongyi, founder of 360 Group, recently elaborated in a live stream on four incredible capabilities exhibited by the GPT model: emergence, hallucination, language transfer, and logical enhancement. … Read more

Exploring GPT Security: Beyond Innovation, Safeguarding the Digital Society

Exploring GPT Security: Beyond Innovation, Safeguarding the Digital Society

With the rapid development of artificial intelligence technology, GPT (Generative Pre-trained Transformer), as a leader in the field of natural language processing, undoubtedly brings unprecedented innovation to our digital society. However, with its widespread application, we should also pay attention to the security issues of GPT to ensure that its innovative power is not misused, … Read more

Analysis of Rapid Iteration Causes, Development Challenges, and Strategies for AI Models

Analysis of Rapid Iteration Causes, Development Challenges, and Strategies for AI Models

On March 15, OpenAI released the next generation multimodal large model GPT-4. Compared to ChatGPT, which was launched four months ago, GPT-4 has made a qualitative leap in image recognition, integrated processing of image and text data, and logical reasoning. The rapid iteration and innovation of large AI models in the United States poses a … Read more

The Evolution of GPT Models: Past and Present

The Evolution of GPT Models: Past and Present

Author: Li Yuanyuan This article is about 3000 words long, recommended reading time is 6 minutes. This article introduces the evolution of the GPT model. 1 Overview of GPT Models The GPT model, short for Generative Pre-trained Transformer, was developed by the OpenAI team and is a deep learning-based natural language processing model. It learns … Read more