Project Title

LLMSurvey — Comprehensive Resource for Large Language Model Research

Overview

LLMSurvey is a curated collection of papers and resources dedicated to the study of Large Language Models (LLMs). This project stands out for its comprehensive survey paper, "A Survey of Large Language Models," which provides a structured overview of the field. It also includes a Chinese book for beginners and in-depth discussions on recent developments like long Chain of Thought (CoT) reasoning.

Key Features

• Collection of papers and resources on Large Language Models
• Comprehensive survey paper detailing the evolution and current state of LLMs
• Chinese book for beginners in the field of LLMs
• Analysis of long CoT reasoning, a recent paradigm in LLM development

Use Cases

• Researchers and academics needing an organized reference for LLM literature
• Beginners in the field seeking an introductory framework for LLMs
• Developers looking to understand the technical evolution of GPT-series models

Advantages

• Provides a structured and comprehensive survey of the LLM field
• Offers a beginner-friendly Chinese book for easier understanding
• Includes up-to-date content on the latest trends in LLM reasoning and training

Limitations / Considerations

• The project's scope is limited to the resources and papers collected
• The Chinese book may not be accessible to non-Chinese speakers without translation
• The project relies on community contributions for updates and corrections

Similar / Related Projects

• Hugging Face's Transformers: A library of pre-trained models and a community for natural language processing, which includes LLMs but is broader in scope.
• Papers with Code: A resource that links the latest AI research with code, providing another avenue for discovering LLM-related papers and implementations.

Basic Information

• GitHub: https://github.com/RUCAIBox/LLMSurvey
• Stars: 11,750
• License: Unknown
• Last Commit: 2025-08-20

📊 Project Information

• Project Name: LLMSurvey
• GitHub URL: https://github.com/RUCAIBox/LLMSurvey
• Programming Language: Python
• ⭐ Stars: 11,750
• 🍴 Forks: 919
• 📅 Created: 2023-03-14
• 🔄 Last Updated: 2025-08-20

🏷️ Project Topics

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🔗 Related Resource Links

🌐 Related Websites

• "A Survey of Large Language Models"
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• https://llmbook-zh.github.io/
• Chinese book sales page
• chinese_version

This article is automatically generated by AI based on GitHub project information and README content analysis