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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 statsQuiec's github stats

    🚀 Featured Projects

    ProjectDescriptionTech Stack
    📚 LLM Interview NotesComprehensive LLM interview concepts and resourcesTransformer, DeepSpeed, LoRA
    🎬 MLLM Interview NotesMultimodal LLM concepts including Sora technologySora, Multimodal, LoRA
    🦙 Llama3 from ScratchChinese translation of llama3-from-scratch implementationPyTorch, RoPE, tiktoken
    🔤 Tiny LLM (Chinese)Small Chinese language model for learning LLM pipelineTransformers, DeepSpeed, vLLM
    🔍 Tiny RAGSmall-scale RAG system with vector databasefaiss, BGE, Qwen2
    🔌 Tiny MCPPython MCP client for LLM-server interactionPython, MCP, DeepSeek
    🤖 Tiny A2AAgent2Agent communication examplePython, Agent

    🔗 Useful Links

    WebsiteDescriptionTech
    🏠 Personal BlogMain homepage with projects and notes on LLM, multimodal, web development, and AI interviewsGitHub Pages, HTML/CSS/JS
    🤖 LLM Interview NotesOnline LLM interview notes covering fundamentals, architecture, training, fine-tuning, inference, RL, RAGFrontend, LLM Tech
    🎬 MLLM Interview NotesMultimodal LLM interview notes including Sora technology and model fine-tuningFrontend, Multimodal AI
    💻 Web Development NotesWeb development knowledge covering frontend, backend, and database technologiesFrontend, Web Tech
    🧠 AI Interview NotesAI interview notes covering machine learning, deep learning, and NLP topicsFrontend, AI/ML

    🛠️ Tech Stack

    PythonHTMLJupyterPyTorchTransformersDeepSpeedfaissGitGitHub 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_notellm_interview_notePublic

      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 15.1k 1.5k

    2. mllm_interview_notemllm_interview_notePublic

      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 291 9

    3. tiny-llm-zhtiny-llm-zhPublic

      从零实现一个小参数量中文大语言模型。

      Python 1.1k 125

    4. llama3-from-scratch-zhllama3-from-scratch-zhPublic

      从零实现一个 llama3 中文版

      Jupyter Notebook 1.1k 97

    5. tiny-ragtiny-ragPublic

      一个很小很小的RAG系统

      Python 383 37

    6. tiny-mcptiny-mcpPublic

      Python 实现 MCP client / service

      Python 81 12