Using Transformers as Universal Computers with In-Context Learning Algorithms

Using Transformers as Universal Computers with In-Context Learning Algorithms

Source: Machine Heart This article is about 4500 words long and is recommended to be read in 5 minutes. What can a 13-layer Transformer do? It can simulate a basic calculator, a basic linear algebra library, and execute an in-context learning algorithm using backpropagation. Transformers have become a popular choice for various machine learning tasks, … Read more

The Knowledge and Skills I Mastered Were Swallowed by GPT

The Knowledge and Skills I Mastered Were Swallowed by GPT

The text has 7683 words, estimated reading time is about 25 minutes. You can also click the small circle in the upper right corner to listen to the full text, and listen to knowledge with your ears~ Editor’s note: Since the launch of the artificial intelligence ChatGPT, it has impacted people’s work and life in … 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

Open Source Search Engine MiniPerplx: An AI Search Engine Powered by Agent Brain

Open Source Search Engine MiniPerplx: An AI Search Engine Powered by Agent Brain

1. Overview of MiniPerplx2. Features2.1 Intelligent Search Planning and Accurate Result Presentation2.2 Rich Search Types2.3 Powerful Integration Features2.4 Diversified Information Acquisition3. Technical Support and Model Applications4. Differences from Other Search Engines5. Conclusion 1. Overview of MiniPerplx MiniPerplx is a minimalist artificial intelligence search engine supported by the Vercel AI SDK, designed to help users find … Read more

Prompt as Code: Best Practices for Designing and Managing AI Programming

Prompt as Code: Best Practices for Designing and Managing AI Programming

Prompt as code is a programming paradigm based on multiple input modalities, which provides richer contextual information by combining text, images, voice, and other input methods to help programmers better express their intentions and generate corresponding code implementations. Prompt as code incorporates prompts as part of the code and defines the generated code as a … Read more

Codeium: AI Programming Tool Supporting 70+ Languages

Codeium: AI Programming Tool Supporting 70+ Languages

AI Programming Tool Payment channels available in over 200 countries and regions, please choose! Codeium is an AI programming tool developed by the Exafunction team, aimed at enhancing developers’ programming efficiency and code quality through advanced natural language processing and machine learning techniques. Here is a detailed introduction to Codeium: Product Introduction Codeium is a … Read more

Open Source LLM/AI Programming Plugin Based on JetBrains IDE

Open Source LLM/AI Programming Plugin Based on JetBrains IDE

Introduction AutoDev is a highly automated AI-assisted programming tool. AutoDev can directly connect with your requirement management systems (such as Jira, Trello, Github Issues, etc.). In the IDE, you just need to click a button, and AutoDev will automatically generate code based on your requirements. All you need to do is perform a quality check … Read more

3 Modes and 5 Superpowers of ByteDance’s New AI IDE Trae

3 Modes and 5 Superpowers of ByteDance's New AI IDE Trae

Click the button below 👇“Let’s Chat About AIFollow the Official Account Explore the wonderful world of AI agents, AI programming, and AI tools Make your growth journey no longer lonely! Two days ago, ByteDance officially launched “Trae”—an AI programming tool touted as the “second brain for programmers”. Since its beta testing phase, it has sparked … Read more

Seamless Chinese-English Switching: Trae AI IDE for Developers

Seamless Chinese-English Switching: Trae AI IDE for Developers

Trae: AI-Driven IDE for More Efficient Programming! ByteDance has recently launched Trae, an AI IDE designed specifically for developers. It aims to help developers enhance programming efficiency, reduce repetitive tasks, and make creative programming smoother! Whether you are a beginner or an experienced developer, you can improve your coding speed and quality through Trae’s intelligent … Read more