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
☆2,646Nov 2, 2026Updated this week
Alternatives and similar repositories for diy-llm
Users that are interested in diy-llm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 从 NLP 到 LLM 的算法全栈教程，在线阅读地址：https://datawhalechina.github.io/base-llm/☆1,119Sep 30, 2026Updated last month
- LLM algorithm practice lab with theory, solutions, and test cases.《大模型算法与系统教程》面向大模型入门到进阶的算法实战教程，覆盖原理讲解、答案解析、测试用例与 CUDA/Triton 实战。☆735Oct 25, 2026Updated last week
- 📚 从零开始构建大模型☆34,716Aug 8, 2026Updated 2 months ago
- 记录我在cs336学习时的笔记和作业☆1,289Oct 10, 2026Updated 3 weeks ago
- Official SGLang x Datawhale course on LLM inference: understand inference, build a mini-sglang from scratch, then read the real SGLang so…☆1,686Updated this week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程☆85,611Oct 13, 2026Updated 3 weeks ago
- 📚“langent”由“lang”与“agent”合并而来的学 习教程☆516Sep 9, 2026Updated last month
- 🧠 Train a 64M-parameter LLM from scratch in just 2h!☆64,732Oct 27, 2026Updated last week
- 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☆4,335Updated this week
- 🔍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/☆12,757Sep 30, 2026Updated last month
- ☆4,052Sep 12, 2026Updated last month
- 《深入理解 AI Infra：量化分析与系统设计》（李博杰 著）开源书稿：从硬件约束和模型架构出发，量化推导 LLM 推理与训练系统设计。含全书正文、PDF、配套计算工具与实验☆7,220Oct 1, 2026Updated last month
- AI Infra 全栈从0入门学习资料：https://caomaolufei.github.io/AIInfraGuide/☆3,096Updated this week
- AI Agent 学习路线与资料库收集☆9,194Jul 19, 2026Updated 3 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- 📚 《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☆2,864Oct 27, 2026Updated last week
- Music Language Model Generation, Optimization, and Practice☆70Apr 20, 2026Updated 6 months ago
- 《学习的地形》是一部从学习动力学、几何视角重新理解深度学习的开源书籍。☆26Aug 27, 2026Updated 2 months ago
- 🎓从0开始训练一个大模型Minimind项目的超详细解析，包括但不限于用到的架构，算法，以及大模型面试经验☆1,831May 25, 2026Updated 5 months ago
- 🌟 推理王国：关于 AI 推理机制的思想实验手册。从信息论、符号逻辑与表示学习出发，系统剖析大模型“智能”的本质。☆217Aug 27, 2026Updated 2 months ago
- Reproducing and studying RL algorithms for LLM agents, including GRPO, GSPO, DAPO, OPD, Search-R1, ReTool, ALFWorld and beyond.☆534Updated this week
- CS336 面试导向学习指南 - Stanford Language Modeling from Scratch☆349Apr 2, 2026Updated 7 months ago
- ☆652Oct 2, 2026Updated last month
- 🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.☆4,846Oct 23, 2026Updated last week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 📖 从零基础到面试通关 —— 22节课彻底搞懂大语言模型 | Learn MiniMind: 系统化学习LLM训练全流程☆659Apr 1, 2026Updated 7 months ago
- Student version of Assignment 1 for Stanford CS336 - Language Modeling From Scratch☆3,127Apr 7, 2026Updated 6 months ago
- 分享AI Infra知识&代码练习：PyTorch、vLLM/SGLang、slime/vime框架入门⚡️、性能加速🚀、大模型基础🧠、AI软硬件🔧等☆4,295Sep 20, 2026Updated last month
- cs336 spring 2026 assignment1，已通过所有测试点☆16May 27, 2026Updated 5 months ago
- 《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程☆32,668Updated this week
- My Solution and Notes for the Stanford CS336: LLM from scratch☆264Mar 23, 2026Updated 7 months ago
- Nano vLLM☆16,253Apr 26, 2026Updated 6 months ago
- Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1☆79,756Oct 27, 2026Updated last week
- 《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码☆56,837Oct 8, 2026Updated 3 weeks ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- 从零到一搭建一台具身智能机器人:深入强化学习、World-Model、VLA 等智能决策方法的工程落地,贯穿仿真环境、控制器、运动规划、感知系统等技能树模块,并在真实项目中跑通"决策—控制—感知"完整链路。☆671Updated this week
- Based on Nano-vLLM, a simple replication of vLLM with self-contained paged attention and flash attention implementation☆1,102Aug 29, 2026Updated 2 months ago
- 《大模型白盒子构建指南》：一个全手搓的Tiny-Universe☆5,129Feb 12, 2026Updated 8 months ago
- 从0开始，掌握做科研、写论文的基本流程。☆9,540Sep 1, 2026Updated 2 months ago
- 《动手学大模型Dive into LLMs》系列编程实践教程☆58,796Oct 10, 2025Updated last year
- Personal deep learning study notes and tutorial-style notebooks☆713Updated this week
- 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/☆14,250Aug 27, 2026Updated 2 months ago