STACKQUADRANT

Inference Engines

High-performance model inference and serving runtimes

41 repos

llama.cpp

8.3

llama.cpp — a leading open-source project in the AI/LLM ecosystem.

120.8k20.7kC++

vLLM

8.6

vLLM — a leading open-source project in the AI/LLM ecosystem.

86.6k19.6kPython

nomic-ai/gpt4all

7.1

GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.

77.4k8.3kC++

ray-project/ray

8.6

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

43.3k7.8kPython

gitleaks/gitleaks

8.2

Find secrets with Gitleaks 🔑

28.2k2.2kGo

liguodongiot/llm-action

6.8

本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地)

24.7k2.8kHTML

Lightning-AI/litgpt

8.0

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

13.5k1.5kPython

halfrost/Halfrost-Field

6.9

✍🏻 Source Code Deep Dives, System Design & Engineering Blogs | Halfrost-Field 冰霜之地:源码解析、系统设计与工程实践笔记

13.2k1.9kGo

bentoml/OpenLLM

7.4

Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.

12.4k824Python

mistralai/mistral-inference

7.1

Official inference library for Mistral models

10.8k1.1kJupyter Notebook

openvinotoolkit/openvino

8.2

OpenVINO™ is an open source toolkit for optimizing and deploying AI inference

10.5k3.3kC++

Tiiny-AI/PowerInfer

6.8

High-speed Large Language Model Serving for Local Deployment

9.6k589C++

bentoml/BentoML

7.9

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

8.7k985Python

InternLM/lmdeploy

7.7

LMDeploy is a toolkit for compressing, deploying, and serving LLMs.

8.0k707Python

ai-dynamo/dynamo

7.4

A Datacenter Scale Distributed Inference Serving Framework

7.5k1.3kRust

katanemo/plano

7.5

Plano is an AI-native proxy server and data plane for agentic apps - centralizing orchestration, safety, observability, and smart LLM routing so you can deliver agents faster.

6.9k470Rust

algorithmicsuperintelligence/openevolve

7.0

Open-source implementation of AlphaEvolve

6.7k1.1kPython

flashinfer-ai/flashinfer

7.8

FlashInfer: Kernel Library for LLM Serving

6.0k1.2kPython

kserve/kserve

8.1

Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes

5.7k1.6kGo

Michael-A-Kuykendall/shimmy

6.3

⚡ Python-free Rust inference server — OpenAI-API compatible. GGUF + SafeTensors, hot model swap, auto-discovery, single binary. FREE now, FREE forever.

5.6k543Rust

xlite-dev/Awesome-LLM-Inference

6.5

📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉

5.4k426Python

gpustack/gpustack

7.0

Performance-optimized AI inference on your GPUs. Unlock superior throughput by selecting and tuning engines like vLLM or SGLang.

5.3k576Python

lemonade-sdk/lemonade

7.2

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

5.0k410C++

FellouAI/eko

6.9

Eko (Eko Keeps Operating) - Build Production-ready Agentic Workflow with Natural Language - eko.fellou.ai

4.9k439TypeScript