Understanding Reinforcement Learning in ChatGPT

Understanding Reinforcement Learning in ChatGPT

Author: Chen Zhiyan This article is about 2400 words long and is recommended for an 8-minute read. This article introduces reinforcement learning in ChatGPT. ChatGPT is based on OpenAI’s GPT-3.5 and is a derivative product of InstructGPT. It introduces a new method of incorporating human feedback into the training process, allowing the model’s output to … Read more

Impact and Governance Challenges of ChatGPT

Impact and Governance Challenges of ChatGPT

Chat Generative Pre-trained Transformer (ChatGPT), developed by OpenAI, is an artificial intelligence (AI) large language model that was launched on November 30, 2022. Within just a week of its release, it had over 1 million users, and by the end of January 2023, its monthly active users had surpassed 100 million, making it the fastest-growing … Read more

How GPT-4 Makes Programming Easier for Developers

How GPT-4 Makes Programming Easier for Developers

🫱Click here to join the group chat of 18 subfields (🔥Highly Recommended)🫲 Since GPT-4 came out, my code has been different. The good news is that I can save 5 hours of work each week. The bad news is that I might completely forget how to program. —— Data Analyst Ken Jee Recently, the application … Read more

Using ChatGPT and Midjourney to Create Popular Xiaohongshu Posts

Using ChatGPT and Midjourney to Create Popular Xiaohongshu Posts

Today, I will teach you how to use ChatGPT and Midjourney to generate 30 trending Xiaohongshu posts in just 5 minutes. 1. Project Overview The core of this project is to operate a cat-themed account on Xiaohongshu, quickly attracting a large number of followers by generating content using AI tools. A few months ago, an … Read more

Educational Applications of Large Language Models: Principles, Status, and Challenges

Educational Applications of Large Language Models: Principles, Status, and Challenges

Abstract: Large Language Models (LLMs) are natural language processing technologies used to describe vast amounts of text through vector representations and generative probabilities. Recently, with the emergence of representative products like ChatGPT, which has garnered widespread attention in the education sector due to its excellent capabilities in generation, comprehension, logical reasoning, and dialogue, research on … Read more

From BERT to ChatGPT: A Comprehensive Review of Pretrained Foundation Models

From BERT to ChatGPT: A Comprehensive Review of Pretrained Foundation Models

MLNLP community is a well-known machine learning and natural language processing community at home and abroad, covering NLP master’s and doctoral students, university teachers, and corporate researchers. The vision of the community is to promote communication and progress between the academic and industrial communities of natural language processing and machine learning, especially for the progress … Read more

A 20K Prompt: The Ultimate Prompt for Generating Prompts

A 20K Prompt: The Ultimate Prompt for Generating Prompts

It is said that this prompt sold for 20K in a single transaction. The value of this prompt lies in its ability to help you generate prompts, and it will automatically match you with expert roles (you need to provide background information). By utilizing the prompts generated by ChatGPT for content creation, the results will … Read more

Introduction to ChatGPT Principles and Concepts

Introduction to ChatGPT Principles and Concepts

This article introduces four technologies in the ChatGPT model: prompt tuning, instruct tuning, in-context learning, and chain-of-thoughts. By applying these technologies, ChatGPT can interact more intelligently with humans, not only performing natural language understanding and generation but also optimizing and training for specific tasks, thereby achieving a more intelligent and personalized conversational experience. Prompt Tuning … Read more

Principles of Prompt Engineering

Principles of Prompt Engineering

Nowadays, using large models with provided interfaces, prompts have become indispensable. They can generate document templates based on specified formats; generate summaries with different focuses; check written documents for typos and grammatical issues; help us read long texts and extract the content we care about; and even when automatically answering customer questions, prompts can guide … Read more

How to Train Your ChatGPT

How to Train Your ChatGPT

Language models represented by ChatGPT have been popular for some time. People have shifted from “how to use” to “how to make it more useful”. In June, OpenAI’s ChatGPT saw a global traffic decline of 10%, marking the first drop in traffic since its launch, indicating that many people may not have integrated it into … Read more