Code Generation

Exploring Open Source Copilot: Do It Yourself

by
Exploring Open Source Copilot: Do It Yourself

MLNLP ( Machine Learning Algorithms and Natural Language Processing ) community is a well-known natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university professors, and corporate researchers. The Vision of the Community is to promote communication between the machine learning and natural language processing academia, industry, and enthusiasts, especially … Read more

Exploration and Practice of AIGC in the Financial Industry

by
Exploration and Practice of AIGC in the Financial Industry

In 2022, OpenAI, a high-tech company far away in Silicon Valley, released an intelligent chat program called ChatGPT, marking the beginning of the generative AI revolution. A year later, this world-renowned company faced a “mutiny,” while on the other side of the globe, China’s technological pioneers are actively exploring the application of generative artificial intelligence … Read more

A Comprehensive Breakdown of ChatGPT’s Capabilities

by
A Comprehensive Breakdown of ChatGPT's Capabilities

Introduction This article provides an in-depth analysis of the GPT series models, translated into Chinese, and shared here for everyone. By Li Rumor | Source Author:Fu Yao, [email protected], PhD student at the University of Edinburgh, graduated from Peking University, and together with Peng Hao, Tushar Khot co-authored the English manuscript at the Allen Institute for … Read more

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

by
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

Open Source LLM/AI Programming Plugin Based on JetBrains IDE

by
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

Trae: A Powerful AI Programming Tool for Developers

by
Trae: A Powerful AI Programming Tool for Developers

Trae is a powerful AI integrated development environment (IDE) launched by ByteDance, aimed at Chinese developers. Its advantages are as follows: What is Trae? 1. Product Positioning: Trae aims to provide a more optimized user experience for Chinese developers by competing with internationally renowned tools like Cursor and Windsurf, particularly in programming convenience and efficiency … Read more

Analysis of Tongyi Qwen 2.5-Max Model

by
Analysis of Tongyi Qwen 2.5-Max Model

1、Qwen 2.5-Max Model Overview 1.1 Model Introduction Alibaba Cloud officially launched the Tongyi Qwen 2.5-Max on January 29, 2025, this is a large-scale Mixture of Experts (MoE) model that demonstrates exceptional performance and potential in the field of natural language processing. As an important member of the Qwen series, Qwen 2.5-Max stands out in comparison … Read more

Assisting Program Development with DeepSeek

by
Assisting Program Development with DeepSeek

Concept DeepSeek: An AI model released by a company in Hangzhou, proficient in code generation. Official website: https://www.deepseek.com LLama: An AI model released by Meta Copilot: A code generation tool released by GitHub Roo-Cline: A plugin for using AI modelsConfiguration Log in to the DeepSeek official website, apply for API keys, and then configure in … Read more

2025 AI Engineering Advancement Guide: Unlocking 10 Core Areas with 50 Must-Read Papers!

by
2025 AI Engineering Advancement Guide: Unlocking 10 Core Areas with 50 Must-Read Papers!

Hello everyone, I am Mu Yi, an internet technology product manager who continuously focuses on the AI field, a top 2 undergraduate in China, a top 10 CS graduate student in the US, and an MBA. I firmly believe that AI is the “power-up” for ordinary people, which is why I created the WeChat public … Read more

Essential Papers for AI Engineers in 2025

by
Essential Papers for AI Engineers in 2025

Part 1: Cutting-Edge Large Language Models GPT Series includes related papers on GPT1, GPT2, GPT3, Codex, InstructGPT, and GPT4. These papers are straightforward and clear. Additionally, GPT3.5, 4o, o1, and o3 are more related to release activities and system cards. GPT1 https://cdn.openai.com/research-covers/language-unsupervised/language_understanding_paper.pdf GPT2 https://cdn.openai.com/better-language-models/language_models_are_unsupervised_multitask_learners.pdf GPT3 https://arxiv.org/pdf/2005.14165 Codex https://arxiv.org/abs/2107.03374 InstructGPT https://arxiv.org/pdf/2203.02155 GPT4 https://arxiv.org/abs/2303.08774 Claude and Gemini … Read more