3-day current streak·86-day longest streak
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…
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
🚀 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
📈 Contribution Graph
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⭐ Feel free to star any of my repositories if you find them useful!
🤝 Open to collaborations and interesting projects
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llm_interview_note ★ PINNED
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 ★ 15k 6d agoExplain → -
mllm_interview_note ★ PINNED
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 ★ 286 2y agoExplain → -
tiny-llm-zh ★ PINNED
从零实现一个小参数量中文大语言模型。
Python ★ 1.0k 1y agoExplain → -
llama3-from-scratch-zh ★ PINNED
从零实现一个 llama3 中文版
Jupyter Notebook ★ 1.0k 2y agoExplain → -
tiny-rag ★ PINNED
一个很小很小的RAG系统
Python ★ 384 1y agoExplain → -
tiny-mcp ★ PINNED
Python 实现 MCP client / service
Python ★ 78 1y agoExplain → -
ai_interview_note
DL & ML & RS
Python ★ 853 1y agoExplain → -
llm101n-zh
中文版 LLM101n 课程
Python ★ 69 1y agoExplain → -
personal
Individual learning to implement some modules
Jupyter Notebook ★ 29 1y agoExplain → -
flappy_bird_dqn_pytorch
利用Torch和强化学习训练flappy bird小游戏
Python ★ 13 3y agoExplain → -
wdndev
Config files for my GitHub profile.
★ 11 2h agoExplain → -
TensorRT-Base
Deep learning inference framework based on TensoRT。
C++ ★ 8 5y agoExplain → -
wdndev.github.io
Dongnian's personal blog
HTML ★ 5 5h agoExplain → -
design_pattern
5种设计原则、23种设计模式和实现代码
C++ ★ 5 3y agoExplain → -
leetcode
leetcode刷题文件夹
HTML ★ 5 2y agoExplain → -
mcp_websearch
MCP 网页搜索工具,不需要 API Key
Python ★ 4 1y agoExplain → -
llama.cpp.tinyllm ⑂
Tiny LLM inference in C/C++
C++ ★ 4 1y agoExplain → -
cpp_call_dll
Windows/Linux下C++隐式调用动态库(DLL)
C++ ★ 4 4y agoExplain → -
llm_fineturning
大模型微调代码
Python ★ 3 1y agoExplain → -
llmchat ⑂
Develop LLM Chat Applications with Electron.
Vue ★ 3 1y agoExplain → -
daily_trends_scraper
抓取每日资源,包括GitHub Trending、weibo hot等
TypeScript ★ 2 1mo agoExplain → -
tiny-deep-research
No description.
Python ★ 2 1y agoExplain → -
tiny-a2a
Python Agent2Agent (A2A) Tiny Sample.
Python ★ 2 11mo agoExplain → -
board_game_train
No description.
Jupyter Notebook ★ 2 2y agoExplain → -
swarm ⑂
Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.
Python ★ 1 10mo agoExplain → -
web_developement_note
前端学习笔记
Vue ★ 1 1y agoExplain → -
tiny-skills
No description.
★ 0 5mo agoExplain → -
llmchat-forge
No description.
TypeScript ★ 0 1y agoExplain → -
PyBayesElo ⑂
Python Bayes Elo API
C++ ★ 0 1y agoExplain → -
Chatbot-Arena ⑂
LMSYS - Chatbot Arena Human Preference Predictions
★ 0 1y agoExplain → -
gpt
Generative Pre-trained Transformer
C++ ★ 0 2y agoExplain →
No repos match these filters.