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Open-source AI Projects on GitHub

A fact-based index of LLM, agent, MCP, RAG and AI development projects, with license, setup, download, screenshots and related resources for each entry.

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Project index

46 projects
Inference, Deployment & Runtime

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
Inference, Deployment & Runtime

FastDeploy

PaddlePaddle/FastDeploy

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

★ 3.7K⑂ 755Python
Apache-2.0Q98
Inference, Deployment & Runtime

vLLM Ascend

vllm-project/vllm-ascend

A community-maintained hardware plugin that enables vLLM to run model inference and serving workloads on supported Ascend NPUs.

★ 2.7K⑂ 2.1KC++
Apache-2.0Q98
Agents & Multi-Agent

dstack

dstackai/dstack

A vendor-agnostic control plane for provisioning and orchestrating training, inference, development, and agentic workloads across GPU clouds, Kubernetes, and on-premises infrastructure.

★ 2.2K⑂ 249Python
MPL-2.0Q98
Inference, Deployment & Runtime

any-llm: A Unified Python Interface for LLM Providers

mozilla-ai/any-llm

any-llm is a Python SDK for communicating with multiple LLM providers through one interface. It supports switching providers and models with minimal code changes while using official provider SDKs when available.

★ 2.2K⑂ 211Python
Apache-2.0Q98
Inference, Deployment & Runtime

llmgateway

theopenco/llmgateway

Route, manage, and analyze your LLM requests across multiple providers with a unified API interface.

★ 1.6K⑂ 172TypeScript
NOASSERTIONQ98
Inference, Deployment & Runtime

xLLM: High-Performance Inference Engine for Diverse AI Accelerators

xllm-ai/xllm

xLLM is a C++ inference framework for LLM, VLM, DiT and REC models. It targets high-throughput, low-latency deployment on several AI accelerator families and separates service-layer scheduling and availability from engine-layer computation.

★ 1.5K⑂ 279C++
Apache-2.0Q98
Fine-tuning, Training & Data

DeepSpeed

deepspeedai/deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

★ 43K⑂ 4.9KPython
Apache-2.0Q94
Inference, Deployment & Runtime

TensorRT

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.

★ 13.2K⑂ 2.4KC++
Apache-2.0Q94
Screenshot of memra
Inference, Deployment & Runtime

memra

avifenesh/memra

A from-scratch LLM inference engine built in Rust and CUDA, specifically optimized for RTX 5090 (sm_120a) and H100 (sm_90a) architectures, delivering exactness-gated performance without relying on frameworks like ggml.

★ 314⑂ 35Rust
MITQ92
Inference, Deployment & Runtime

Paddle-Lite

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)

★ 7.3K⑂ 1.6KC++
Apache-2.0Q91
Inference, Deployment & Runtime

ollama

ollama/ollama

A tool for running and managing large language models locally.

★ 180.2K⑂ 17.7KGo
MITQ90

Page 2 / 4 · 46 projects

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