ToolAI.io · GitHub 频道
一个基于事实的 LLM、智能体、MCP、RAG 和 AI 开发项目索引；每个条目均包含许可证、设置、下载、截图及相关资源。
公开仓库数据
microsoft/edgeai-for-beginners
This course is designed to guide beginners through the exciting world of Edge AI, covering fundamental concepts, popular models, inference techniques, device-specific applications, model optimization, and the development of intelligent Edge AI agents.
PaddlePaddle/Paddle-Lite
PaddlePaddle High Performance Deep Learning Inference Engine for Mobile and Edge (飞桨高性能深度学习端侧推理引擎）
facebookresearch/sam2
The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
NVIDIA/TensorRT
NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.
NVIDIA/Model-Optimizer
A unified library of SOTA model optimization techniques like quantization, distillation, pruning, neural architecture search, speculative decoding, etc. It compresses deep learning models for downstream deployment frameworks like TensorRT-LLM, TensorRT, vLLM, etc. to optimize inference speed.
PaddlePaddle/FastDeploy
High-performance Inference and Deployment Toolkit for LLMs and VLMs based on PaddlePaddle
theopenco/llmgateway
Route, manage, and analyze your LLM requests across multiple providers with a unified API interface.
sgl-project/sglang
SGLang is a high-performance serving framework for large language models and multimodal models.
vllm-project/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
deepspeedai/deepspeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
opencsgs/csghub
CSGHub 是一个开源的本地化部署平台，用于管理大语言模型资产的全生命周期，包括模型、数据集、空间和代码，提供类似于私有化 Hugging Face 的功能。
lemonade-sdk/lemonade
Lemonade 是一个开源的本地 AI 服务器，允许用户直接在自己的 GPU 和 NPU 上运行优化的大语言模型（LLM）、语音及图像生成模型，提供了一种免费且私有的云 API 替代方案。
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