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LLM

LLM相关技术
44 repositories

[EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs

Python 260 21 Updated Dec 16, 2024

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama mode…

Jupyter Notebook 18,209 2,703 Updated Nov 3, 2025

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

Python 28,500 4,067 Updated Feb 21, 2026

An open-source RAG-based tool for chatting with your documents.

Python 25,143 2,098 Updated Jul 4, 2025

🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN

Python 60,605 6,183 Updated Feb 20, 2026

App-Controller: Allow users to manipulate your App with natural language

Python 134 12 Updated Nov 23, 2024

Fully open reproduction of DeepSeek-R1

Python 25,889 2,412 Updated Nov 24, 2025

MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning

Jupyter Notebook 75 8 Updated Oct 10, 2025

12 Lessons to Get Started Building AI Agents

Jupyter Notebook 50,916 17,853 Updated Feb 20, 2026

A collection of MCP servers.

81,306 7,414 Updated Feb 22, 2026

欢迎来到 LLM-Dojo,这里是一个开源大模型学习场所,使用简洁且易阅读的代码构建模型训练框架(支持各种主流模型如Qwen、Llama、GLM等等)、RLHF框架(DPO/CPO/KTO/PPO)等各种功能。👩‍🎓👨‍🎓

Python 929 86 Updated Dec 1, 2025

A Collection of Competitive Text-Based Games for Language Model Evaluation and Reinforcement Learning

Python 353 82 Updated Feb 3, 2026

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

Jupyter Notebook 25,527 2,992 Updated Feb 17, 2026

Context-Aware RAG library for Knowledge Graph ingestion and retrieval functions.

Python 56 17 Updated Feb 11, 2026

The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra

TypeScript 28,129 2,741 Updated Jan 14, 2026

Easily fine-tune, evaluate and deploy gpt-oss, Qwen3, DeepSeek-R1, or any open source LLM / VLM!

Python 8,860 700 Updated Feb 20, 2026

Lightning-Fast RL for LLM Reasoning and Agents. Made Simple & Flexible.

Python 3,559 295 Updated Feb 15, 2026

A concise but complete full-attention transformer with a set of promising experimental features from various papers

Python 5,803 505 Updated Feb 12, 2026

ScaleExplorer is a simulation framework that enables agile exploration over the large machine learning model design and optimization space. This new capability will unlock efficiency and sustainabi…

Python 8 1 Updated May 15, 2025

verl: Volcano Engine Reinforcement Learning for LLMs

Python 19,300 3,272 Updated Feb 20, 2026

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

Python 59,648 1,609 Updated Feb 22, 2026

分享一些好用的 Dify DSL 工作流程,自用、学习两相宜。 Sharing some Dify workflows.

10,091 1,024 Updated Feb 17, 2026

Train your Agent model via our easy and efficient framework

Python 1,706 160 Updated Dec 5, 2025

The official repo for “Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting”, ACL, 2025.

Python 8,827 740 Updated Dec 17, 2025

Agent Zero AI framework

Python 15,036 3,124 Updated Feb 21, 2026
Python 1,791 113 Updated Sep 30, 2025

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

Jupyter Notebook 33,158 3,441 Updated Feb 20, 2026

Anthropic's Interactive Prompt Engineering Tutorial

Jupyter Notebook 30,337 3,047 Updated Jul 11, 2024