datawhalechina

datawhalechina

hello-agents

★ 81,145

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

datawhalechina

happy-llm

★ 33,990

GitHub describes it as 📚 从零开始构建大模型. The repository metadata lists Jupyter Notebook as its primary language. The metadata lists the NOASSERTION license. This article stays within the project description and details documented in the GitHub repository README.

datawhalechina

self-llm

★ 32,359

Project brief: Linux /Lora LLM / MLLM. "Open Source Large Model Eating Guide" is a tutorial for rapid fine-tuning (full parameters/Lora) and deployment of domestic and foreign open source large models (LLM)/multimodal large models (MLLM) based on Linux environment tailored for Chinese babies.

datawhalechina

easy-vibe

★ 19,573

💻 vibe coding 101｜The first course for AI-native product builders.

datawhalechina

llm-universe

★ 14,043

本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/

datawhalechina

all-in-rag

★ 11,162

🔍大模型应用开发实战一：RAG 技术全栈指南，在线阅读地址：https://datawhalechina.github.io/all-in-rag/

datawhalechina

fun-rec

★ 7,381

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

datawhalechina

vibe-vibe

★ 6,089

AI for All: The First Systematic Vibe Coding Tutorial | From Zero to Full-Stack, Bring Your Ideas to Life | Live at: www.vibevibe.cn ；全民AI学习第一课，首个系统化 Vibe Coding 开源教程 | 零基础到全栈实战，让人人都能借助 AI 实现自己的想法与创意 | 在线地址：www.vibevibe.cn

datawhalechina

competition-baseline

★ 4,763

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

datawhalechina

llms-from-scratch-cn

★ 4,381

仅需Python基础，从0构建大语言模型；从0逐步构建GLM4\Llama3\RWKV6， 深入理解大模型原理

datawhalechina

every-embodied

★ 3,889

仅需Python基础，从0构建自己的具身智能机器人；从0逐步构建VLA/OpenVLA/SmolVLA/Pi0， 深入理解具身智能

datawhalechina

daily-interview

★ 3,851

Datawhale成员整理的面经，内容包括机器学习，CV，NLP，推荐，开发等，欢迎大家star

datawhalechina

hugging-llm

★ 3,062

HuggingLLM, Hugging Future.

datawhalechina

deepagents-in-action

★ 2,548

📚 《Deep Agents 实战》—— LangChain 官方大使出品，基于 LangChain / LangGraph 生态，从零构建生产级 AI Agent 的完整指南

datawhalechina

hello-claw

★ 2,211

哈喽！龙虾 🙋‍♀️ Adopt from scratch and build your first claw 🦞 来领养你的第一只龙虾！

datawhalechina

statistical-learning-method-solutions-manual

★ 2,090

机器学习方法习题解答，在线阅读地址：https://datawhalechina.github.io/statistical-learning-method-solutions-manual

datawhalechina

key-book

★ 1,729

《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。

datawhalechina

diy-llm

★ 1,420

Covers pre-training data, Tokenizer, Transformer, MoE,distributed training, Scaling Laws, inference & alignment .6 progressive code assignments for full-stack LLM learning | 涵盖预训练数据、分词器、Transformer、MoE、分布式训练、缩放定律、推理与对齐，6 项渐进代码作业，掌握 LLM 全栈知识

datawhalechina

zero-to-sglang

★ 1,337

Official SGLang × Datawhale course on LLM inference (中英双语): understand inference, build a mini-sglang from scratch, then read the real SGLang source and land your first PR. 《从零手搓SGLang》：读懂推理，手搓 mini-sglang，吃透 SGLang 源码。

datawhalechina

torch-rechub

★ 1,224

A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.