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xiaogongzhuuu/README.md

Siyuan Cao

AI · Shanghai University · Building things with language models

专注于大语言模型的工程实践，方向涵盖 RAG、模型微调与 AI 应用开发。
关注 AI 技术的落地路径与商业化可能性。

做过的东西

RAG 文档问答系统
LangChain + GPT-4，语义检索与通用问答自动切换，部署在 Hugging Face Spaces

ChatGLM LoRA 微调
对 ChatGLM3-6B 做指令微调，探索低成本训练大模型的方式

AI 生成文本检测
结合语义嵌入与统计特征做文本分类，用于识别 AI 生成内容

找我

Telegram: @xiaogongzhuuuuu
Hugging Face: xiaogongzhuuu

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  1. Mercor-AI-Text-Detection Mercor-AI-Text-Detection Public

    一个用于检测AI生成文本的机器学习项目，结合了语义嵌入特征和传统统计特征来进行文本分类。

    Python 3 1

  2. rag-assistant rag-assistant Public

    智能文档问答助手（RAG）

    Jupyter Notebook 5

  3. Message-Board-System-Based-on-FastAPI Message-Board-System-Based-on-FastAPI Public

    基于 FastAPI 和 MySQL 构建的，支持增删查功能的简单留言板系统

    HTML

  4. ChatGLM-LoRA-Demo ChatGLM-LoRA-Demo Public

    ChatGLM 微调示例

    Python 1