LLM全栈优质资源汇总
☆726Jul 15, 2025Updated last year
Alternatives and similar repositories for llm-resource
Users that are interested in llm-resource are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- LLM/MLOps/LLMOps☆142May 26, 2025Updated last year
- 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）☆25,013Jul 19, 2026Updated last month
- 利用LLM构建应用实践笔记☆766Nov 29, 2024Updated last year
- 模型可视化工具netron的Flask版本☆19Jul 20, 2022Updated 4 years 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☆32,074Aug 26, 2026Updated last week
- 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.
- 🧑🚀 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.☆8,926Updated this week
- 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。☆22,755May 10, 2026Updated 3 months ago
- 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☆15,052Jun 14, 2026Updated 2 months ago
- 大模型基础: 一文了解大模型基础知识☆7,650Jun 22, 2026Updated 2 months ago
- a collection of resources around LLMs, aggregated for the workshop "Mastering LLMs: End-to-End Fine-Tuning and Deployment" by Dan Becker …☆108May 31, 2024Updated 2 years ago
- 该仓库主要记录 大模型（LLMs） 算法工程师相关的面试题☆2,605Dec 26, 2024Updated last year
- 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☆4,353Mar 26, 2026Updated 5 months ago
- 【LLMs九层妖塔】分享 LLMs在自然语言处理（ChatGLM、Chinese-LLaMA-Alpaca、小羊驼 Vicuna、LLaMA、GPT4ALL等）、信息检索（langchain）、语言合成、语言识别、多模态等领域（Stable Diffusion、MiniGP…☆2,166Mar 30, 2024Updated 2 years ago
- The official GitHub page for the survey paper "A Survey on Data Augmentation in Large Model Era"☆135Jul 10, 2024Updated 2 years 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.
- 顾名思义：手搓的RAG☆133Feb 27, 2024Updated 2 years 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/☆13,924Aug 27, 2026Updated last week
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,489Aug 14, 2026Updated 3 weeks ago
- 面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版☆24,647Jun 12, 2025Updated last year
- AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术☆17,761Sep 3, 2025Updated last year
- 中文文生图stable diffsion模型集合☆442Aug 24, 2026Updated 2 weeks ago
- Compare compatible open-source local LLM projects by their metrics to assess popularity and activeness.☆806Updated this week
- LLM notes, including model inference, transformer model structure, and llm framework code analysis notes.☆889Aug 19, 2026Updated 2 weeks ago
- unify-easy-llm（ULM）旨在打造一个简易的一键式大模 型训练工具，支持Nvidia GPU、Ascend NPU等不同硬件以及常用的大模型。☆62Mar 9, 2026Updated 5 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Repurpose your YouTube videos by converting them into blog posts.☆176May 1, 2024Updated 2 years ago
- 《大模型白盒子构建指南》：一个全手搓的Tiny-Universe☆5,044Feb 12, 2026Updated 6 months ago
- Llama3-中文后训练版☆4,145Feb 21, 2026Updated 6 months ago
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆74,619Updated this week
- Llama3-Tutorial（XTuner、LMDeploy、OpenCompass）☆504May 10, 2024Updated 2 years ago
- A comprehensive library for implementing LLMs, including a unified training pipeline and comprehensive model evaluation.☆848Jun 16, 2025Updated last year
- ☆49Feb 5, 2025Updated last year
- ☆13Mar 30, 2023Updated 3 years ago
- LLMs interview notes and answers:该仓库主要记录大模型（LLMs）算法工程师相关的面试题和参考答案☆1,317Dec 14, 2023Updated 2 years ago
- 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.
- 📚 AIGC 求职面经、必备基础知识、提示词 工程、ChatGPT、Stable Diffusion、Prompt、Embedding、Fintune 等 AIGC 求职你所需要知道的一切~☆820Aug 25, 2026Updated 2 weeks ago
- ☆105May 21, 2024Updated 2 years 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☆7,292Aug 28, 2026Updated last week
- 中 文对话0.2B小模型（ChatLM-Chinese-0.2B），开源所有数据集来源、数据清洗、tokenizer训练、模型预训练、SFT指令微调、RLHF优化等流程的全部代码。支持下游任务sft微调，给出三元组信息抽取微调示例。☆1,731Apr 20, 2024Updated 2 years ago
- Firefly: 大模型训练工具，支持训练Qwen2.5、Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、…☆6,652Oct 24, 2024Updated last year
- 《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。☆4,591Sep 1, 2026Updated last week
- 从0到1构建一个MiniLLM (pretrain+sft+dpo实践中)☆558Mar 23, 2025Updated last year