Repository Index

LLM Finetuning with peft

• falcon
• fine-tuning
• huggingface
• llama

TranslatedFull-stack learning roadmap and Chinese tutorials for large language models (LLM)🔥: covers Prompt Engineering, RAG, AI Agent, MCP, fine-tuning, model deployment, Transformer, AI programming, and interviews at major tech companies, from beginner level to production practice.

• agent
• large-language-models
• llm
• llm-learning

Reproducing and studying RL algorithms for LLM agents, including GRPO, GSPO, DAPO, OPD, Search-R1, ReTool, ALFWorld and beyond.

• agent-rl
• dapo
• gspo
• opd

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

TranslatedA basic tutorial for getting started with AI Agents from zero background. It is not just a tutorial but also an Agent that can run locally: read and write files, execute commands, MCP, long-term memory, with a built-in web interface to see every step clearly. Starting from a minimal 100-line loop, each lesson adds one capability, and in the end it breaks down mainstream Agents such as Claude Code and Codex

• agent
• ai-agent
• chinese
• claude-code

:rainbow: discover the beautiful programming language that makes front-end web apps a joy to build and maintain!

• tutorial
• learning
• elm-format
• elm-architecture

Literate Visualization: Theory, software and examples

• litvis
• elm
• markdown
• vega

TranslatedLLM teaching material for high school students: based on Karpathy's microgpt, for Google Colab

TranslatedDesign styles, motion films, visual guides & editable source code.

TranslatedBuild GPT-2 from scratch in PyTorch, step by step

• attention
• chinese
• deep-learning
• from-scratch

small LLM inference engine from scratch, w/ 6+ hours of youtube tutorials & 85+ pages of handwritten notes included

Translated🐋 Complete guide in Russian: how to install and run DeepSeek locally (V4, R1) on PC, Mac and server — Ollama, llama.cpp, LM Studio, vLLM, Open WebUI, API, RAG, agents, fine-tuning, best tips and tricks

• ai-agents
• deepseek
• deepseek-r1
• deepseek-v4

In-depth tutorials on LLMs, RAGs and real-world AI agent applications (Personal learning hub)

Instructions for building an almost consumer hardware based prototype of a hearing aid

• hearing
• hearing-aids
• signal-processing
• jack

TranslatedLine-by-line source code analysis of Nano vLLM

Almost any web page can work offline