🧑🚀 全世界最好的LLM资料总结(多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型) | Summary of the world's best LLM resources.
☆8,833Aug 12, 2026Updated this week
Alternatives and similar repositories for awesome-LLM-resources
Users that are interested in awesome-LLM-resources are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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)☆24,890Jul 19, 2026Updated 3 weeks 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☆31,690Jul 30, 2026Updated 2 weeks ago
- 整理开源的中文大语言模型,以规模较小、可私有化部署、训练成本较低的模型为主,包括底座模型,垂直领域微调及应用,数据集与教程等。☆22,732May 10, 2026Updated 3 months ago
- 🧠「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!☆54,607Updated this week
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆74,025Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 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☆14,893Jun 14, 2026Updated last month
- Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.☆81,629Feb 5, 2026Updated 6 months ago
- 📚 从零开始构建大模型☆32,906Updated this week
- A book for Learning the Foundations of LLMs☆16,524Dec 12, 2025Updated 8 months ago
- 每个人都能看懂的大模型知识分享,LLMs春/秋招大模型面试前必看,让你和面试官侃侃而谈☆7,134May 31, 2026Updated 2 months ago
- 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/☆13,765Jul 28, 2026Updated 2 weeks ago
- 大模型基础: 一文了解大模型基础知识☆7,569Jun 22, 2026Updated last month
- 面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版☆24,535Jun 12, 2025Updated last year
- RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to creat…☆87,541Updated this week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Implement a ChatGPT-like LLM in PyTorch from scratch, step by step☆102,502Updated this week
- Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.☆77,451Updated this week
- Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL…☆15,134Updated this week
- Langchain-Chatchat(原Langchain-ChatGLM)基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain…☆38,541Nov 10, 2025Updated 9 months ago
- Awesome-LLM: a curated list of Large Language Model☆27,255Jul 31, 2025Updated last year
- The official GitHub page for the survey paper "A Survey of Large Language Models".☆12,206Mar 11, 2025Updated last year
- Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self…☆152,218Updated this week
- 🌟100+ 原创 LLM / RL 原理图📚,《大模型算法》作者巨献!💥(100+ LLM/RL Algorithm Maps )☆4,766Jul 27, 2026Updated 2 weeks ago
- 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☆4,320Mar 26, 2026Updated 4 months ago
- 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.
- No fortress, purely open ground. OpenManus is Coming.☆57,942Feb 11, 2026Updated 6 months ago
- 《动手学大模型Dive into LLMs》系列编程实践教程☆48,839Oct 10, 2025Updated 10 months ago
- 《大模型白盒子构建指南》:一个全手搓的Tiny-Universe☆5,010Feb 12, 2026Updated 6 months ago
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆22,931Updated this week
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆9,906Jul 14, 2026Updated 3 weeks ago
- Latest Advances on Multimodal Large Language Models☆17,971Updated this week
- Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1☆73,979Updated this week
- 《大语言模型》作者:赵鑫,李军毅,周昆,唐天一,文继荣☆4,538Sep 2, 2025Updated 11 months ago
- the resources about the application based on LLM with RAG pattern☆1,645Mar 10, 2026Updated 5 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开 源企业级智能体平台。☆22,491Updated this week
- 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.☆132,297Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆88,883Updated this week
- 这是一个简单的技术科普教程项目,主要聚焦于解释一些有趣的,前沿的技术概念和原理。每篇文章都力求在 5 分钟内阅读完成。☆6,977Mar 8, 2026Updated 5 months ago
- Tongyi Deep Research, the Leading Open-source Deep Research Agent☆19,817Feb 27, 2026Updated 5 months ago
- 为OPC/中小微企业量身打造的自媒体获客智能体☆8,411Updated this week
- LangGPT: Empowering everyone to become a prompt expert! 🚀 📌 结构化提示词(Structured Prompt)提出者 📌 元提示词(Meta-Prompt)发起者 📌 最流行的提示词落地范式 | La…☆12,423Jul 16, 2026Updated 3 weeks ago