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

Core Techniques for Effective ChatGPT Prompts

Core Techniques for Effective ChatGPT Prompts

With the popularity of ChatGPT, more and more people are integrating it into their daily work, study, and life. Some use it for work reports, content creation, personal brand incubation, programming development, etc. Initially, everyone found this question-and-answer dialogue interesting; as long as you dare to ask, it can answer you. However, after using it … Read more

How to Write Prompts for Large Language Models in Mathematical Modeling Competitions

How to Write Prompts for Large Language Models in Mathematical Modeling Competitions

In large language models, a “prompt” refers to the input text provided to the model to instruct or guide it to produce specific outputs. Its main function is to inform the model about what kind of information the user wants to obtain or what kind of task they want to complete. For example, when using … Read more

Build a Personalized Chatbot: Set Up Your Private ChatGPT with Ollama and Open WebUI!

Build a Personalized Chatbot: Set Up Your Private ChatGPT with Ollama and Open WebUI!

1. Introduction Ollama Official Website: https://github.com/ollama/ollama Ollama is an open-source platform for artificial intelligence (AI) and machine learning (ML) tools, specifically designed to simplify the deployment and usage process of large language models (LLMs). Users can conveniently run various large language models locally, such as Llama 2 and other open-source models, using Ollama. The main … Read more

Why Gemini Is Considered Stronger Than ChatGPT?

Why Gemini Is Considered Stronger Than ChatGPT?

Years ago, Google created a wave of artificial intelligence (AI) with the stunning performance of AlphaGo. However, in the past year, Google has been under pressure due to the AI wave triggered by OpenAI’s ChatGPT, and they urgently need a phenomenal AI product to prove their strength. Since the release of ChatGPT, people have been … Read more

Must-Have AI Tools for Teachers

Must-Have AI Tools for Teachers

Many teachers ask if there are any other AI tools worth recommending besides ChatGPT. Today, I would like to introduce the newly released multimodal large model β€” Gemini. Many teachers likely have the following questions: What are the main differences between Gemini and ChatGPT?What are the use cases for Gemini? How to use Gemini? In … Read more

Essential AI Tools for Vocational Education Teachers – Free to Use

Essential AI Tools for Vocational Education Teachers - Free to Use

In the wave of artificial intelligence, domestic AI tools are becoming powerful assistants for vocational education teachers in their teaching and management work due to their outstanding performance and considerate service. The following are several free AI tools specifically designed for vocational education teachers. They are powerful and, most importantly, free, making them very suitable … Read more

8 Useful AI Research Tools for High School Students

8 Useful AI Research Tools for High School Students

Research is not just for graduate students; it can actually start in high school. Good research experience can greatly enhance college applications.Resources for research during high school are limited, so why not leverage the help of AI! ChatGPT ChatGPT, developed by OpenAI, is something that most people have used.ChatGPT-4 has enhanced text understanding, improved response … Read more

Understanding Embedding in Language Models

Understanding Embedding in Language Models

Original: https://zhuanlan.zhihu.com/p/643560252 Like most people, my understanding of natural language processing and language models began with ChatGPT. Like most people, I was shocked by ChatGPT’s capabilities upon first contact β€” silicon-based intelligence has indeed achieved understanding human language. I also had the almost universal question: how is this achieved? Does the potential of silicon-based intelligence … Read more