FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-p
AI 开源项目
精选 GitHub 上值得关注的 AI 开源项目：大模型、智能体、RAG、本地部署、图像与语音……共收录 1041 个。
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全部 1041🧠 大语言模型 26🤖 AI 智能体 163🧩 应用开发平台 23📚 RAG 与知识库 46💬 聊天界面与客户端 42🖥️ 本地推理与部署 88👨💻 AI 编程 97🛠️ 开发框架与 SDK 47🔌 MCP 与工具生态 36🎨 图像生成 25🎬 视频生成 18🎙️ 语音与音频 43👁️ 计算机视觉 27📄 文档解析与抓取 23🗄️ 向量数据库 24🏋️ 训练微调与 MLOps 74🧪 评测·观测·安全 77🚪 API 网关与代理 12🔎 搜索与深度研究 15⚙️ 深度学习基础库 58🏷️ 数据与标注 28🔬 行业与科研 AI 36⚡ 效率工具 13
Open-source library of optimized deep learning operations (matmul, convolution, attention) for CPUs (x64, AArch64, RISC-V) and Intel GPUs. Used by PyTorch, TensorFlow, OpenVINO, and ONNX Runtime.
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to p
小巧易改的 GraphRAG 实现，便于学习和二次开发。
Rapid-MLX is an open-source (Apache 2.0) OpenAI- and Anthropic-compatible LLM inference server for Apple Silicon, built on MLX, focused on reliable tool calling for coding agents. Up to 4× faster than Apple's MLX (mlx-lm
阿里的一体化视频创作与编辑框架。
A retargetable MLIR-based machine learning compiler and runtime toolkit.
A library for mechanistic interpretability of GPT-style language models
Superfast AI decision making and intelligent processing of multi-modal data.
A minimal Python framework for building custom AI inference servers with full control over logic, batching, and scaling.
Hugging Face 的小而强的语言模型系列及完整训练配方。
Easiest and laziest way for building multi-agent LLMs applications.
Generative models for conditional audio generation
LeanCTX — Context Gateway for AI Systems. Control what your AI can see. Open-source Engine for context selection, supported controls, and evidence.
State-of-the-art LLM compression, built for production inference with vLLM
Open-source security automation platform for teams and AI agents
A flexible, high-performance 3D simulator for Embodied AI research.
Paper2Agent is a multi-agent AI system that automatically transforms research papers into interactive AI agents.
Genmo 的开源视频生成模型，动作流畅。
AI Infra / AI Orchestration / AI Control Plane
Fully customizable AI chatbot component for your website
Power CLI and Workflow manager for LLMs (core package)
Open-source multimodal retrieval engine (Morphik Core)
Eagle: Frontier Vision-Language Models with Data-Centric Strategies