rohitg00 / ai-engineering-from-scratch
A free, MIT-licensed course of 542 lessons on AI engineering, implementing model internals, retrieval, and agent runtimes from scratch.
rohitg00 / ai-engineering-from-scratch
jingyaogong / minimind
🧠 Train a 64M-parameter LLM from scratch in just 2h!
YeonwooSung / llm-architecture-from-scratch
Implementing LLM architectures from scratch in PyTorch
FareedKhan-dev / train-llm-from-scratch
A straightforward method for training your LLM, from downloading data to generating text.
datawhalechina / zero-to-sglang
Official SGLang x Datawhale course on LLM inference: understand inference, build a mini-sglang from scratch, then read the real SGLang source and land your first PR. Available in English and Chinese.
heaven999b / hello-agent-system
👋 Hello Agent System — learn enterprise AI agent system design by building every production layer from scratch. 17 bilingual lessons (EN/中文) with tested exercises: tools, architectures, reliability, security, evals, distributed execution, cost, RAG, release ops. 企业级 Agent 系统设计训练营
fancyboi999 / ai-engineering-from-scratch-zh
Agent工程师最全学习路径 · 从零精通 AI 工程 · 20 阶段 542 课 · 中文全量翻译 + 配套站点 + 动画讲解视频 · 如何成为 AI Agent 工程师的修成指南
jingyaogong / minimind-v
👀 Train a 65M-parameter VLM from scratch in just 2h!
NVIDIA-NeMo / DataDesigner
🎨 NeMo Data Designer: Generate high-quality synthetic data from scratch or from seed data.
TrenTorch / TrenTorch
Don't memorize ML. Understand it from first principles including Inference, Cuda, Deep Learning, Data Science and Reinforcement Learning
hardness1020 / learn-agent-architecture
Learn AI agents from scratch.
decodingai-magazine / building-a-coding-agent-from-scratch-course
Learn harness engineering by building Claude Code from scratch. Free, open-source course: 8 articles, 6 videos, 1 codebase.
OnlyTerp / toolrush
Kill the tool-call tax: harness tool latency back below model TPS. Fast local lanes, persistent pools, session caches. Scratch lab turned real.
FengYe476 / mini-LLM
LLM building from scratch
neonwatty / machine-learning-refined
Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.
datawhalechina / hello-claw
哈喽！龙虾 🙋♀️ Adopt from scratch and build your first claw 🦞 来领养你的第一只龙虾！
jrottenberg / ffmpeg
Docker build for FFmpeg on Ubuntu / Alpine / Centos / Scratch / nvidia / vaapi
volotat / mini-AGI
Continual learning model trained from scratch on 8GB VRAM laptop with batch-1 stream of data.
facebookresearch / ProgramBench
Can Language Models Rebuild Programs From Scratch?
hyprland-community / pyprland
Scratchpads & many goodies for Hyprland & others [maintainer=@fdev31]
ahmedfgad / NumPyCNN
Building Convolutional Neural Networks From Scratch using NumPy
zengxiao-he / tessera
From teacher to tiles — a from-scratch LLM distillation & serving engine: custom Triton/CUDA kernels, FSDP distillation, paged-KV continuous batching, speculative decoding, a Rust gateway, a JAX oracle, and interpretability tooling.
bahayonghang / academic-writing-skills
AI-powered post-writing toolkit for academic papers — format validation, grammar/style polishing, de-AI editing, reference checking, and reviewer-style paper audits. 5 skills for LaTeX, Typst & PDF. Focused on enhancing existing text quality, not generating from scratch.
Zhao-Yian / MiniWorld
[Tech Report] Democratizing the Training of Video World Models from Scratch. 🔥 🔥 🔥
seoan1024 / Korean-llm
PyTorch 기반 한국어 LLM 구현 및 학습 프로젝트
erfnzdeh / mini-c-compiler
A compiler for a small C-like language, written from scratch in Python: table-driven DFA scanner, transition-diagram predictive parser generated from a plain-text grammar with FIRST/FOLLOW sets, semantic analysis and three-address code generation onto a 12-instruction stack VM.
Kai26-Han / miniLLM
从 0 训练大模型，单卡训练一个 200M 参数模型的全流程（train a 200M‑parameter model from scratch）
ShaneLiu04 / Stanford-CS336
面向面试的Stanford CS336: Language Modeling from Scratch
hardness1020 / learn-deepseek-harness
Learn DeepSeek Harness from scratch.
Skyltliu / LocoAgent
A lightweight coding agent 🧑💻 built from scratch, with tool calling, session persistence, workspace context, memory, and multi-provider LLM support 🛠️.
naegoxdev / sm64-scratch
A Super Mario 64 demake built in Scratch
TimRots / kimi3
Independent from-scratch implementation of the Kimi K3 architecture (arXiv:2607.24653v1): KDA, NoPE, latent-space MoE, and the systems co-designs. Table 1 reproduced to 0.09%.
dev-luigi / neural-network-digits
Neural network from scratch in pure Python + NumPy that recognises handwritten digits (MNIST), with an educational GUI: watch it learn, tweak it while it trains, look inside every layer.
vincenzo-afk / Zen-2
A modern 124M-parameter decoder-only LLM built from scratch. RoPE · RMSNorm · SwiGLU · GQA · KV Cache · BPE Tokenizer · Full training pipeline. Research-grade, production-quality.
nahidalam / world_model_from_scratch
Code repository for World Model From Scratch book
Leoxia55 / agent-from-scratch
从零手写一个 AI Agent 的教学型 Python 项目：不依赖任何智能体框架实现核心循环，用约 3700 行可通读的代码，把 Agent 拆成乐高积木式的基础部件——模型调用、工具协议、执行上下文、记忆、RAG、Skills、E2B 沙箱与多智能体编排，逐层拼装、每一步都能追到源码。附 20 个可运行示例、21 章系统课程与 30 篇分层文档，配有单元与集成测试、mypy 严格类型检查。学操作系统要写迷你 OS，学数据库要写迷你数据库，学 Agent 就该亲手写一个：先建知识底座，再上生产框架。适合初学者、大学生与用过框架想补原理的工程师。MIT 开源，Python 3.13。
adityarajIITj / adios
An ultra-lightweight, zero-bloat bare-metal operating system built from scratch for a custom RISC-V (RV32I) simulation layer. Featuring preemptive multitasking, page frame allocation, a custom toolchain, and an interactive shell.
walkinglabs / hands-on-world-models
Build world models from scratch — from perception and latent dynamics to planning, JEPA, VLA, and 3D/4D intelligence.
Zhanli-Li / Data-World
Data World: Scaling Data Environments from Scratch
jingyaogong / minimind-o
🎙️ A 0.1B Omni model trained from scratch, capable of listening, speaking, and seeing!
maliubiao / dgx-spark-2-deepseek-flash-0731
setup guide for deepseek-flash-0731 on two dgx-spark from scratch
liiiiiiiiil / coding-agent-from-scratch
Build an AI Coding Agent from Scratch in Pure Python, Step by Step | 用纯 Python 从零搭建 AI 编程 Agent，边实现边理解其工作原理