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Wing of Developer tools

Libraries, CLIs and infrastructure for building with AI.

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215 developer tools projects in this wing of the Stacks. Review status is shown for every entry.

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26 projects matching “inference” · page 1 of 2
huggingface organisation mark

transformers

huggingface/transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Pushed today.Apache License 2.0PythonDeveloper tools168.9k+351
vllm-project organisation mark

vllm

vllm-project/vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

Pushed today.Apache License 2.0PythonDeveloper tools96.8k+444
zylon-ai organisation mark

private-gpt

zylon-ai/private-gpt

Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works with any OpenAI-compatible inference server.

Pushed yesterday.Apache License 2.0PythonDeveloper tools57.6k+7
ray-project organisation mark

ray

ray-project/ray

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

Pushed today.Apache License 2.0PythonDeveloper tools44.3k+64
lyogavin organisation mark

airllm

lyogavin/airllm

AirLLM 70B inference with single 4GB GPU

Pushed yesterday.Apache License 2.0Jupyter NotebookDeveloper tools42.3k+481
sgl-project organisation mark

sglang

sgl-project/sglang

SGLang is a high-performance serving framework for large language models and multimodal models.

Pushed today.Apache License 2.0PythonDeveloper tools38.8k+301
Tencent organisation mark

ncnn

Tencent/ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

Pushed 2 days ago.OtherC++Developer tools24.0k+22
jundot organisation mark

omlx

jundot/omlx

LLM inference server with continuous batching & SSD caching for Apple Silicon — managed from the macOS menu bar

Pushed today.Apache License 2.0PythonDeveloper tools23.6k
NVIDIA organisation mark

NemoClaw

NVIDIA/NemoClaw

Run agents like Hermes, LangChain Deep Agents, and OpenClaw more securely inside NVIDIA OpenShell with managed inference

Pushed today.Apache License 2.0TypeScriptDeveloper tools23.0k
mlc-ai organisation mark

web-llm

mlc-ai/web-llm

High-performance In-browser LLM Inference Engine

Pushed 3 days ago.Apache License 2.0TypeScriptDeveloper tools19.4k
alibaba organisation mark

MNN

alibaba/MNN

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

Pushed yesterday.Apache License 2.0C++Developer tools16.5k
openvinotoolkit organisation mark

openvino

openvinotoolkit/openvino

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

Pushed today.Apache License 2.0C++Developer tools11.2k+37
Lightricks organisation mark

LTX-2

Lightricks/LTX-2

Official Python inference and LoRA trainer package for the LTX-2 audio–video generative model.

Pushed yesterday.OtherPythonDeveloper tools10.2k+115
xorbitsai organisation mark

inference

xorbitsai/inference

Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.

Pushed today.Apache License 2.0PythonDeveloper tools9.7k+10
bentoml organisation mark

BentoML

bentoml/BentoML

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

Pushed 10 days ago.Apache License 2.0PythonDeveloper tools8.9k+5
flyteorg organisation mark

flyte

flyteorg/flyte

Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with async/await, also other languages (rust, go and ts)

Pushed today.Apache License 2.0GoDeveloper tools7.8k
Osmantic organisation mark

ODS

Osmantic/ODS

Turn your PC, Mac, or Linux box into an AI server. LLM inference, chat UI, voice, agents, workflows, RAG, and image generation.

Pushed today.Apache License 2.0PythonDeveloper tools7.8k+51
drumih organisation mark

turbo-fieldfare

drumih/turbo-fieldfare

Gemma 4 26B-A4B inference in ~2 GB of RAM on any M-series MacBook

Pushed 3 days ago.Apache License 2.0SwiftDeveloper tools7.3k+94
katanemo organisation mark

plano

katanemo/plano

Plano is an AI-native proxy server and data plane for agentic apps. Smart LLM routing, observability, agent orchestration, and guardrails so you stay focused on your agents core logic.

Pushed 19 days ago.Apache License 2.0RustDeveloper tools7.1k+7
mizorewww organisation mark

laya-mlx

mizorewww/laya-mlx

Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API.

Pushed 15 days ago.Apache License 2.0PythonDeveloper tools7.1k
Michael-A-Kuykendall organisation mark

shimmy

Michael-A-Kuykendall/shimmy

⚡ Pure-Rust WebGPU inference engine — OpenAI-API compatible, GGUF native, runs on any GPU. No Python. No llama.cpp. Single binary.

Pushed today.Apache License 2.0RustDeveloper tools6.0k+4
Blaizzy organisation mark

mlx-vlm

Blaizzy/mlx-vlm

MLX-VLM is a package for inference and fine-tuning of Vision Language Models (VLMs) on your Mac using MLX.

Pushed today.MIT LicensePythonDeveloper tools5.8k+32
FedML-AI organisation mark

FedML

FedML-AI/FedML

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-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

Pushed today.Apache License 2.0PythonDeveloper tools4.1k
Luce-Org organisation mark

lucebox

Luce-Org/lucebox

LLM speculative inference server for heterogeneous hardware & consumer GPUs

Pushed today.Apache License 2.0C++Developer tools3.0k+27
Developer tools — open-source AI developer tools — Techandria