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）
☆23,641Mar 12, 2026Updated last week
Alternatives and similar repositories for llm-action
Users that are interested in llm-action are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 《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☆29,053Mar 8, 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。☆22,408May 19, 2025Updated 10 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☆13,311Apr 30, 2025Updated 10 months ago
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆68,728Updated this week
- 大模型基础: 一文了解大模型基础知识☆6,936Dec 18, 2025Updated 3 months 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☆23,578Jun 12, 2025Updated 9 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/☆12,218Feb 24, 2026Updated last month
- 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…☆37,581Nov 10, 2025Updated 4 months 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、…☆6,648Oct 24, 2024Updated last year
- 该仓库主要记录 大模型（LLMs） 算法工程师相关的面试题☆2,486Dec 26, 2024Updated last year
- The official GitHub page for the survey paper "A Survey of Large Language Models".☆12,134Mar 11, 2025Updated last year
- Llama中文社区，实时汇总最新Llama学习资料，构建最好的中文Llama大模型开源生态，完全开源可商用☆14,739Apr 6, 2025Updated 11 months ago
- 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)☆18,967Jul 15, 2025Updated 8 months ago
- 🚀🚀 「大模型」2小时完全从0训练26M的小参数GPT！🌏 Train a 26M-parameter GPT from scratch in just 2h!☆41,885Feb 6, 2026Updated last month
- 【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…☆2,157Mar 30, 2024Updated last year
- Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.5, DeepSeek-R1, GLM-5, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, …☆13,263Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆73,479Updated this week
- 《动手学大模型Dive into LLMs》系列编程实践教程☆23,367Oct 10, 2025Updated 5 months ago
- LLM全栈优质资源汇总☆692Jul 15, 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☆5,951Mar 14, 2026Updated last week
- Latest Advances on Multimodal Large Language Models☆17,505Updated this week
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & TIS & vLLM & Ray & Async RL)☆9,191Mar 16, 2026Updated last week
- Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.☆77,102Feb 5, 2026Updated last month
- 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☆16,472Sep 3, 2025Updated 6 months ago
- 深度学习经典、新论文逐段精读☆32,727Mar 22, 2025Updated last year
- 《大模型白盒子构建指南》：一个全手搓的Tiny-Universe☆4,619Feb 12, 2026Updated last month
- 🧑🚀 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.☆7,801Updated this week
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,062Updated this week
- Implement a ChatGPT-like LLM in PyTorch from scratch, step by step☆88,603Mar 7, 2026Updated 2 weeks ago
- 基于ChatGLM-6B、ChatGLM2-6B、ChatGLM3-6B模型，进行下游具体任务微调，涉及Freeze、Lora、P-tuning、全参微调等☆2,781Dec 12, 2023Updated 2 years ago
- verl: Volcano Engine Reinforcement Learning for LLMs☆20,097Updated this week
- Retrieval and Retrieval-augmented LLMs☆11,410Mar 10, 2026Updated 2 weeks 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☆1,311Dec 14, 2023Updated 2 years ago
- 中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽…☆79,486May 10, 2024Updated last year
- ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型☆41,213Jun 27, 2024Updated last year
- MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO、GRPO。☆5,052Mar 17, 2026Updated last week
- AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓，同时包含工作和科研过程中的新想法、新问题、新资源与新项目☆2,791Mar 5, 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☆4,023Aug 15, 2024Updated last year
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆9,932Updated this week