Optimizing Prompts with SPO Strategy in MetaGPT

Optimizing Prompts with SPO Strategy in MetaGPT

If you find this article helpful, please give it a thumbs up and follow us ~~~ Send a private message on WeChat to receive free AI, C++, and other related materials, continuously collected and updated! • Hello everyone, I am Student Xiao Zhang, sharing AI knowledge and practical cases daily • Welcome to like + … Read more

Prompt Engineers: Concepts, Competencies, and Growth Paths

Prompt Engineers: Concepts, Competencies, and Growth Paths

Author Introduction: Fu Jie, Postdoctoral researcher and assistant researcher at the Institute of Education, Tsinghua University, and the International Engineering Education Center of UNESCO. Funding Project: Chinese Academy of Engineering consulting research project “Research on the System Construction and Strategic Countermeasures for the Independent Training of Young Engineering and Technology Talents” (2023-HY-09). Abstract: With the … Read more

Introduction to Prompt Engineering: A Free Guide

Introduction to Prompt Engineering: A Free Guide

MLNLP community is a well-known machine learning and natural language processing community in China 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 circles of natural language processing and machine learning, especially for beginners. Source … Read more

Master These Prompt Techniques to Unlock More AI Possibilities!

Master These Prompt Techniques to Unlock More AI Possibilities!

In the last issue, we introduced AI tools for academic research, and perhaps many of you have tried one or more of them. We often see articles about how AI large models improve work and learning efficiency. “When AI is used well, you can leave work early” “With AI assistance, the chosen worker package is … Read more

How to Effectively Use the Popular DeepSeek AI

How to Effectively Use the Popular DeepSeek AI

Recently the domestic AI DeepSeek has gained widespread attention in the tech circles of China and the United States and is also referred to as “the mysterious Eastern power” DeepSeek has surpassed ChatGPT, topping the free app chart in the Apple App Store in the United States. Its usage has skyrocketed, making it the fastest … Read more

Effective DeepSeek Usage Tips You Didn’t Know About

Effective DeepSeek Usage Tips You Didn't Know About

Angel Dad A few days ago, during the New Year, something big happened internationally. That is, China quietly launched an AI model called DeepSeek, which instantly amazed the world! It feels like everyone in the United States, from the president to the common people, is discussing DeepSeek. This article provides you with effective usage tips … 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

New SOTA in Text Representation: Prompt+ Contrastive Learning

New SOTA in Text Representation: Prompt+ Contrastive Learning

MLNLP(Machine Learning Algorithms and Natural Language Processing) is one of the largest natural language processing communities in China and abroad, gathering over 500,000 subscribers, covering NLP master’s and PhD students, university professors, and corporate researchers. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language … Read more

Exploring the Mysteries of Prompt Engineering

Exploring the Mysteries of Prompt Engineering

1. Exploring Prompt Engineering Prompt Engineering 1. Introduction to General AI and Narrow AI Artificial Intelligence (AI) can be divided into General AI (AGI) and Narrow AI. AGI is an intelligence that can understand, learn, and perform any task that a human can accomplish. In contrast, Narrow AI is specifically designed to perform particular tasks … Read more

ACL 2022 Outstanding Paper: Bugs in Prompt Paradigms

ACL 2022 Outstanding Paper: Bugs in Prompt Paradigms

By | python The rise of large models like GPT-3 has brought about a new paradigm of in-context learning. In in-context learning, the model does not use gradient descent to adjust parameters based on supervised samples; instead, it connects the inputs and outputs of supervised samples as prompts, guiding the model to generate predictions based … Read more