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| # | Repository | Description | Stars | Updated | Created |
|---|---|---|---|---|---|
| 1 | datawhalechina/self-llm | 《开源大模型食用指南》基于Linux环境快速部署开源大模型，更适合中国宝宝的部署教程 | 8342 | 2024-09-29 | 2023-11-16 |
| 2 | 01-ai/Yi | A series of large language models trained from scratch by developers @01-ai | 7625 | 2024-09-23 | 2023-11-03 |
| 3 | datawhalechina/llm-universe | 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/ | 4533 | 2024-09-22 | 2023-10-29 |
| 4 | microsoft/Phi-3CookBook | This is a Phi-3 book for getting started with Phi-3. Phi-3, a family of open sourced AI models developed by Microsoft. Phi-3 models are the most capable and cost-effective small language models (SLMs) ... | 2329 | 2024-10-10 | 2024-05-07 |
| 5 | YangLing0818/RPG-DiffusionMaster | [ICML 2024] Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs (RPG) | 1667 | 2024-10-10 | 2024-01-22 |
| 6 | huggingface/cookbook | Open-source AI cookbook | 1632 | 2024-10-07 | 2023-11-24 |
| 7 | Kedreamix/Linly-Dubbing | 智能视频多语言AI配音/翻译工具 - Linly-Dubbing — “AI赋能，语言无界” | 1618 | 2024-08-23 | 2024-08-08 |
| 8 | WTFAcademy/WTF-zk | 零知识证明入门教程。Comprehensive Zero-Knowledge Proofs Tutorial. #zk #WIP | 1573 | 2024-10-02 | 2023-11-29 |
| 9 | MetaGLM/glm-cookbook | Examples and guides for using the GLM APIs | 746 | 2024-10-11 | 2024-01-22 |
| 10 | wdndev/llama3-from-scratch-zh | 从零实现一个 llama3 中文版 | 486 | 2024-06-12 | 2024-05-23 |
| 11 | DjangoPeng/LLM-quickstart | Quick Start for Large Language Models (Theoretical Learning and Practical Fine-tuning) 大语言模型快速入门（理论学习与微调实战） | 481 | 2024-08-27 | 2023-12-11 |
| 12 | charent/Phi2-mini-Chinese | Phi2-Chinese-0.2B 从0开始训练自己的Phi2中文小模型，支持接入langchain加载本地知识库做检索增强生成RAG。Training your own Phi2 small chat model from scratch. | 471 | 2024-07-11 | 2023-12-22 |
| 13 | libukai/Awesome-ChatTTS | 官方推荐的 ChatTTS 最佳入门指南，整理和汇总了常见问题和相关资源 | 339 | 2024-06-19 | 2024-06-05 |
| 14 | aceliuchanghong/FAQ_Of_LLM_Interview | 大模型算法岗面试题(含答案):常见问题和概念解析 "大模型面试题"、"算法岗面试"、"面试常见问题"、"大模型算法面试"、"大模型应用基础" | 234 | 2024-10-07 | 2024-03-13 |
| 15 | WengLean/hands-on-research-tutorial | 《动手做科研》面向科研初学者，一步一步地展示如何入门人工智能科研 | 219 | 2024-09-22 | 2024-05-07 |
| 16 | huangjia2019/ai-agents | 异步图书 《大模型应用开发 动手做AI Agent》 - 这是一些非常简单的入门示例，重在引导新手入门，目前LLM开发领域发展很快，本书只是一个提纲挈领。更多的示例和代码大家可以去OpenAI Cookbook, LangChain Example中去挖掘。 | 168 | 2024-10-10 | 2024-05-10 |
| 17 | GenTang/regression2chatgpt | 《解构大语言模型：从线性回归到通用人工智能》配套代码 | 134 | 2024-10-09 | 2023-12-07 |
| 18 | HEUOpenResource/heu-icicles | 哈尔滨工程大学课程攻略共享计划 | 133 | 2024-09-02 | 2024-04-13 |
| 19 | Mxoder/LLM-from-scratch | 一些 LLM 方面的从零复现笔记 | 121 | 2024-09-20 | 2024-04-29 |
| 20 | princepride/scratch-pytorch-step-by-step | 教你只用最基本的python语法和numpy一步步实现深度学习框架 | 119 | 2024-08-02 | 2024-01-02 |
| 21 | solidglue/Machine_Learning_Sklearn_Examples | 机器学习Sklearn入门指南。Machine Learning Sklearn API and Examples with Python3 and Jupyter Notebook. | 109 | 2024-05-20 | 2024-02-28 |
| 22 | solidglue/Deep_Learning_TensorFlow2_Examples | 深度学习TensorFlow2入门指南。Deep Learning TensorFlow2 API and Examples with Python3 and Jupyter Notebook. | 98 | 2024-05-20 | 2024-02-27 |
| 23 | wyf3/llm_related | 记录大模型相关的一些知识和方法 | 91 | 2024-09-08 | 2024-08-04 |
| 24 | XiaShan1227/GNN-Tutorial | B站GNN教程资料 | 88 | 2024-09-05 | 2024-01-14 |
| 25 | cfcys/nanoGPT-Tutorial-CN | 更友好的nanoGPT的中文教程 | 87 | 2024-05-17 | 2024-04-22 |
| 26 | qianniucity/llm_notebooks | AI 应用示例合集 | 66 | 2024-06-03 | 2024-04-25 |
| 27 | datawhalechina/zishu | wow-fullstack，令人惊叹的全栈开发教程 | 63 | 2024-07-06 | 2023-12-28 |
| 28 | RealKai42/langchainjs-juejin | 从前端到 AI：langchain.js 入门和实战 | 51 | 2024-05-17 | 2024-04-25 |
| 29 | Zenobia000/DeepLearning-ds-fundamental | 深度學習理論程式大全 | 37 | 2024-07-25 | 2024-02-03 |
| 30 | luhengshiwo/LLMForEverybody | 每个人都能看懂的大模型知识分享，LLMs秋招大模型面试前必看，让你和面试官侃侃而谈 | 35 | 2024-10-10 | 2024-08-05 |
| 31 | tj-messi/cv-computer-visual-tj | 同济大学计算机视觉实验室学习 | 35 | 2024-10-11 | 2024-08-03 |
| 32 | minsixhao/bilibil_summarize | B站(Bilibili)视频 AI总结摘要 | 34 | 2024-09-05 | 2024-02-25 |
| 33 | GISer2000/daily_learning | 分享代码写作日常 | 33 | 2024-10-01 | 2024-09-21 |
| 34 | datawhalechina/hugging-audio | Hugging Face Audio Course中文版，帮助学习者快速入门音频模态 | 29 | 2024-05-25 | 2023-12-18 |
| 35 | DiqiangL/bat_code | 字节笔试、腾讯笔试、阿里笔试、美团笔试、拼多多笔试、蚂蚁金服笔试、百度笔试、网易笔试、华为笔试、荣耀笔试、oppo笔试、小米笔试、小红书笔试、bilibili笔试、米哈游笔试、携程笔试、快手笔试、大疆笔试、滴滴笔试、得物笔试、科大讯飞笔试、shein笔试、招商银行笔试、深信服笔试、用友笔试、顺丰笔试、微众银行笔试、奇安信笔试、联想笔试、58同城笔试、图森未来笔试、富途笔试、去哪儿笔试、蔚来笔试、茄 ... | 28 | 2024-09-06 | 2024-03-20 |
| 36 | aidoczh/langchain-doc-zh | LangChain V0.2 官网文档中文翻译 | 25 | 2024-06-01 | 2024-05-27 |