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wdndev/README.md

Hi there 👋

  • 👋 Hi, I'm Firefly.
  • 👀 I'm a student in Northeastern University.
  • 🌱 I'm currently learning Deep Learning and Reinforce Learning.
  • 💞️ I usually think up to write some personal blog, welcome comments exchange.

📊 GitHub Stats

wdndev's github stats Quiec's github stats

🚀 Featured Projects

Project Description Tech Stack
📚 LLM Interview Notes Comprehensive LLM interview concepts and resources Transformer, DeepSpeed, LoRA
🎬 MLLM Interview Notes Multimodal LLM concepts including Sora technology Sora, Multimodal, LoRA
🦙 Llama3 from Scratch Chinese translation of llama3-from-scratch implementation PyTorch, RoPE, tiktoken
🔤 Tiny LLM (Chinese) Small Chinese language model for learning LLM pipeline Transformers, DeepSpeed, vLLM
🔍 Tiny RAG Small-scale RAG system with vector database faiss, BGE, Qwen2
🔌 Tiny MCP Python MCP client for LLM-server interaction Python, MCP, DeepSeek
🤖 Tiny A2A Agent2Agent communication example Python, Agent

🔗 Useful Links

Website Description Tech
🏠 Personal Blog Main homepage with projects and notes on LLM, multimodal, web development, and AI interviews GitHub Pages, HTML/CSS/JS
🤖 LLM Interview Notes Online LLM interview notes covering fundamentals, architecture, training, fine-tuning, inference, RL, RAG Frontend, LLM Tech
🎬 MLLM Interview Notes Multimodal LLM interview notes including Sora technology and model fine-tuning Frontend, Multimodal AI
💻 Web Development Notes Web development knowledge covering frontend, backend, and database technologies Frontend, Web Tech
🧠 AI Interview Notes AI interview notes covering machine learning, deep learning, and NLP topics Frontend, AI/ML

🛠️ Tech Stack

Python HTML Jupyter PyTorch Transformers DeepSpeed faiss Git GitHub Pages

📈 Contribution Graph

github contribution grid snake animation

⭐ Feel free to star any of my repositories if you find them useful!

🤝 Open to collaborations and interesting projects

Pinned Loading

  1. llm_interview_note llm_interview_note Public

    主要记录大语言大模型(LLMs) 算法(应用)工程师相关的知识及面试题

    HTML 11.6k 1.2k

  2. mllm_interview_note mllm_interview_note Public

    主要记录大语言大模型(LLMs) 算法(应用)工程师多模态相关知识

    HTML 255 7

  3. tiny-llm-zh tiny-llm-zh Public

    从零实现一个小参数量中文大语言模型。

    Python 917 105

  4. llama3-from-scratch-zh llama3-from-scratch-zh Public

    从零实现一个 llama3 中文版

    Jupyter Notebook 1k 99

  5. tiny-rag tiny-rag Public

    一个很小很小的RAG系统

    Python 331 29

  6. tiny-mcp tiny-mcp Public

    Python 实现 MCP client / service

    Python 58 6