🎓 系统性大语言模型构建课程|🛠️ 覆盖预训练数据工程、Tokenizer、Transformer、MoE、GPU 编程 (CUDA/Triton)、分布式训练、Scaling Laws、推理优化及对齐 (SFT/RLHF/GRPO)|🚀 6 个渐进式作业 + 代码驱动,建立 LLM 全栈认知体系
☆1,073Jul 23, 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/☆918Jun 26, 2026Updated 3 weeks ago
- Music Language Model Generation, Optimization, and Practice☆62Apr 20, 2026Updated 3 months ago
- 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。☆382Updated this week
- 📚“langent”由“lang”与“agent”合并而来的学习教程☆437Jul 13, 2026Updated last week
- 📚 从零开始构建大模型☆32,338May 6, 2026Updated 2 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 记录我在cs336学习时的笔记和作业☆1,018May 2, 2026Updated 2 months ago
- 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☆2,856Updated this week
- 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程☆68,564Jul 17, 2026Updated last 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/☆9,781Updated this week
- ☆3,530May 28, 2026Updated last month
- 🧠「大模型」2小时完全从0训练64M的小参数LLM!Train a 64M-parameter LLM from scratch in just 2h!☆53,838Updated this week
- My Solution and Notes for the Stanford CS336: LLM from scratch☆264Mar 23, 2026Updated 4 months ago
- AI Agent 学习路线与资料库收集☆5,852Updated this week
- ☆382Jul 17, 2026Updated last week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 🎓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☆1,010May 25, 2026Updated 2 months ago
- 📖 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☆458Apr 1, 2026Updated 3 months ago
- ☆51Mar 26, 2026Updated 4 months ago
- 📚 从零开始的向量数据库原理与实践教程,在线阅读地址:https://easy-vecdb.datawhale.cc/☆370Jun 1, 2026Updated last month
- 《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☆31,416Jul 15, 2026Updated last week
- Implementation of Stanford CS336 (Spring 2025) assignments☆35Mar 8, 2026Updated 4 months ago
- Learn everything about world model☆328Updated this week
- 《大模型白盒子构建指南》:一个全手搓的Tiny-Universe☆4,979Feb 12, 2026Updated 5 months ago
- CS336 面试导向学习指南 - Stanford Language Modeling from Scratch☆124Apr 2, 2026Updated 3 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆178May 4, 2026Updated 2 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☆3,135Updated this week
- Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1☆72,198Jun 26, 2026Updated 3 weeks ago
- Reproducing and studying RL algorithms for LLM agents, including PPO, GRPO, GSPO, DAPO, OPD and beyond.☆60Updated this week
- 🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.☆3,349Jul 3, 2026Updated 3 weeks ago
- 轻量级大语言模型MiniMind的源码解读,包含tokenizer、RoPE、MoE、KV Cache、pretraining、SFT、LoRA、DPO等完整流程☆1,117Jun 16, 2025Updated last year
- 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☆14,759Jun 14, 2026Updated last month
- 本项目是关于Harness Engineering的开源教程,旨在帮助开发者理解和掌握在大模型时代,如何为复杂、长时间运行的 AI 智能体(Agent)构建健壮的底层运行架构。☆204Apr 25, 2026Updated 3 months ago
- Based on Nano-vLLM, a simple replication of vLLM with self-contained paged attention and flash attention implementation☆939Updated this week
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- 本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地)☆24,800Updated 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/☆13,638Feb 24, 2026Updated 5 months ago
- Nano vLLM☆14,635Apr 26, 2026Updated 3 months ago
- 从基础学科到通用人工智能 - 跨学科知识图谱☆370May 7, 2026Updated 2 months ago
- 大模型基础: 一文了解大模型基础知识☆7,508Jun 22, 2026Updated last month
- ☆37Jan 25, 2025Updated last year
- 📚 《Generic Agent使用指南》——轻松上手自进化智能体,从基础调用到高级技巧全覆盖☆554May 12, 2026Updated 2 months ago