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Các dự án AI nổi bật trên GitHub

Theo dõi các kho lưu trữ AI mã nguồn mở đang hoạt động trong các chủ đề LLM, tác nhân, MCP, RAG và lập trình, kèm số sao và thông tin dự án đã xác minh.

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47 Dự án
Ảnh chụp màn hình của Hugging Face Transformers
Suy luận, Triển khai & Thời gian chạy

Hugging Face Transformers

huggingface/transformers

A model-definition framework for state-of-the-art machine learning models across text, vision, audio, and multimodal domains, supporting both inference and training.

★ 163,3K⑂ 34,1KPython
Apache-2.0Q98
Ảnh chụp màn hình của CSGHub: Open-Source LLM Asset Management Platform
Tác nhân & Đa tác nhân

CSGHub: Open-Source LLM Asset Management Platform

opencsgs/csghub

CSGHub is an open-source, on-premise platform for managing the full lifecycle of Large Language Model assets, including models, datasets, spaces, and code, offering functionality comparable to a private Hugging Face.

★ 4,2K⑂ 525Vue
Apache-2.0Q98
Ảnh chụp màn hình của Lemonade: Local AI Server for GPU and NPU Inference
MCP & Gọi công cụ

Lemonade: Local AI Server for GPU and NPU Inference

lemonade-sdk/lemonade

Lemonade is an open-source local AI server that enables users to run optimized Large Language Models (LLMs), speech, and image generation models directly on their own GPUs and NPUs, providing a free and private alternative to cloud APIs.

★ 5,2K⑂ 436C++
Apache-2.0Q98
Suy luận, Triển khai & Thời gian chạy

OpenVINO

openvinotoolkit/openvino

Open-source toolkit for optimizing and deploying AI inference across edge-to-cloud environments.

★ 10,6K⑂ 3,3KC++
Apache-2.0Q98
Suy luận, Triển khai & Thời gian chạy

Mooncake: KVCache-Centric Infrastructure for Distributed LLM Serving

kvcache-ai/mooncake

Mooncake is a C++ infrastructure project for large-scale LLM inference and training. It separates prefill, decode, and storage resources while providing high-performance transfer, distributed KV-cache storage, and fault-tolerant expert-parallel communication.

★ 6,1K⑂ 1KC++
Apache-2.0Q98
Suy luận, Triển khai & Thời gian chạy

llm-d: Distributed LLM Inference on Kubernetes

llm-d/llm-d

llm-d is an open-source serving stack that adds distributed orchestration, routing, cache management, autoscaling, and batch processing around model servers such as vLLM and SGLang. It targets high-scale production inference on Kubernetes and modern hardware accelerators.

★ 4K⑂ 649Shell
Apache-2.0Q98
Suy luận, Triển khai & Thời gian chạy

GPUStack

gpustack/gpustack

GPUStack is an open-source GPU cluster manager for serving AI models and provisioning on-demand, SSH-accessible GPU instances. It orchestrates inference engines including vLLM, SGLang, and TensorRT-LLM across on-premises, Kubernetes, and cloud environments.

★ 5,4K⑂ 604Python
Apache-2.0Q98
Suy luận, Triển khai & Thời gian chạy

Model-Optimizer

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.

★ 3,3K⑂ 513Python
Apache-2.0Q86
Suy luận, Triển khai & Thời gian chạy

NVIDIA Container Toolkit: NVIDIA GPU access for containers

NVIDIA/nvidia-container-toolkit

Configures NVIDIA GPU access for container runtimes such as Docker, supporting containerized inference, training and CUDA workloads.

★ 4,6K⑂ 589Go
Apache-2.0Q84
Suy luận, Triển khai & Thời gian chạy

FastDeploy

PaddlePaddle/FastDeploy

High-performance Inference and Deployment Toolkit for LLMs and VLMs based on PaddlePaddle

★ 3,7K⑂ 755Python
Apache-2.0Q98
AI đa phương thức

TRELLIS.2: image-to-3D assets with materials

microsoft/TRELLIS.2

Microsoft’s 3D generation project with image-to-3D inference, PBR texturing and GLB export for GPU-equipped asset workflows.

★ 11,2K⑂ 1,4KPython
MITQ84

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