ONNX Runtime Inference Diffusion Models

Cross-platform inference implementations of diffusion models using ONNX Runtime across C#, C++, Java and web frameworks. Does NOT include training tools, UI frameworks, or model conversion utilities—only optimized runtime inference engines.

There are 64 onnx runtime inference models tracked. 4 score above 50 (established tier). The highest-rated is leejet/stable-diffusion.cpp at 69/100 with 5,579 stars. 4 of the top 10 are actively maintained.

Get all 64 projects as JSON

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#	Model	Score	Tier	Stars	Language
1	leejet/stable-diffusion.cpp Diffusion model(SD,Flux,Wan,Qwen Image,Z-Image,...) inference in pure C/C++	69	Established	5,579	C++
2	MochiDiffusion/MochiDiffusion Run Stable Diffusion on Mac natively	63	Established	7,864	Swift
3	xlite-dev/lite.ai.toolkit 🛠A lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det,...	63	Established	4,387	C++
4	ssube/onnx-web web UI for GPU-accelerated ONNX pipelines like Stable Diffusion, even on...	55	Established	234	Python
5	xororz/local-dream Run Stable Diffusion on Android Devices with Snapdragon NPU acceleration....	49	Emerging	1,831	Kotlin
6	Stability-AI/StableSwarmUI StableSwarmUI, A Modular Stable Diffusion Web-User-Interface, with an...	45	Emerging	4,911	C#
7	DarthAffe/StableDiffusion.NET C# Wrapper for StableDiffusion.cpp	45	Emerging	103	C#
8	TensorStack-AI/TensorStack C# ONNX Runtime SDK - Text, Image, Video and Audio supported	44	Emerging	19	C#
9	oracle/sd4j Stable diffusion pipeline in Java using ONNX Runtime	44	Emerging	176	Java
10	carson-katri/dream-textures Stable Diffusion built-in to Blender	44	Emerging	8,126	Python
11	ZhUyU1997/open-pose-editor online 3d openpose editor for stable diffusion and controlnet	44	Emerging	932	TypeScript
12	pkuliyi2015/multidiffusion-upscaler-for-automatic1111 Tiled Diffusion and VAE optimize, licensed under CC BY-NC-SA 4.0	44	Emerging	5,006	Python
13	IgorAherne/StableProjectorz A free tool for making 3D and textures via StableDiffusion AI.	44	Emerging	49	C#
14	benrugg/AI-Render Stable Diffusion in Blender	43	Emerging	1,205	Python
15	FernRP/FernRPExample This project is the implementation of FernRP Package, Include NPR/PBR.	42	Emerging	918	C#
16	cassiebreviu/StableDiffusion Inference Stable Diffusion with C# and ONNX Runtime	41	Emerging	245	C#
17	livelifebythecode/birme-sd-variant Exact clone of the beautiful https://www.birme.net/ with additional image...	40	Emerging	123	CSS
18	Windsander/ADI-Stable-Diffusion Accelerate your Stable Diffusion inference with the library's universal...	40	Emerging	445	C++
19	TensorStack-AI/OnnxStack C# Stable Diffusion using ONNX Runtime	39	Emerging	235	C#
20	doanbactam/awesome-stable-diffusion A curated list of awesome stable diffusion resources 🌟	38	Emerging	71	—
21	thygate/stable-diffusion-webui-depthmap-script High Resolution Depth Maps for Stable Diffusion WebUI	38	Emerging	1,850	Python
22	EdVince/Stable-Diffusion-NCNN Stable Diffusion in NCNN with c++, supported txt2img and img2img	38	Emerging	1,060	C++
23	qunash/stable-diffusion-2-gui Lightweight Stable Diffusion v 2.1 web UI: txt2img, img2img, depth2img,...	38	Emerging	602	Jupyter Notebook
24	gokayfem/Tile-Upscaler Image Upscaler with Tile Controlnet Fully Integrated in Huggingface Diffusers	37	Emerging	20	Python
25	yjg30737/pyqt-dreamstudio Using DreamStudio API in Python desktop application	37	Emerging	5	Python
26	kadirnar/Stable-Diffusion-ControlNet-WebUI Diffusion WebUI: Stable Diffusion + ControlNet + Inpaint	36	Emerging	52	Python
27	axodox/axodox-machinelearning This repository contains a pure C++ ONNX implementation of multiple offline...	35	Emerging	633	C++
28	stochasticai/x-stable-diffusion Real-time inference for Stable Diffusion - 0.88s latency. Covers AITemplate,...	33	Emerging	560	Jupyter Notebook
29	neggles/neurosis a neural network trainer for weebs	33	Emerging	14	Python
30	ForserX/StableDiffusionUI Stable Diffusion UI: Diffusers (CUDA/ONNX)	32	Emerging	127	Python
31	Shedou/Neuro Useful assemblies of neural network software.	31	Emerging	13	Python
32	witchpot-studio/stable-diffusion-for-unity Plugin to use Stable Diffusion in Unity	31	Emerging	72	C#
33	ub-gains/gains Stable Diffusion Web UI for Unity	30	Emerging	36	C#
34	rapidrabbit76/stable-diffusion-API Unofficial Fastapi implementation of Stable-Diffusion API	29	Experimental	84	Python
35	ZDisket/WinDiffusion Windows desktop (C++/Qt) app for local Stable Diffusion inference	29	Experimental	11	C++
36	mika-f/nekodraw NekoDraw: CLIP STUDIO PAINT plugin for executing Stable Diffusion txt2img...	29	Experimental	153	C++
37	KonH/StableDiffusionUnityTools Editor utility to generate assets in Unity Editor via self-hosted & managed...	28	Experimental	66	C#
38	elanmosk/Stable-Diffusion-3.5-Web-UI Stable Diffusion 3.5 Desktop: AI image generator. Image to Image. Models...	28	Experimental	21	C++
39	scenario-labs/Scenario-Unity The Scenario Unity Plugin allows you to live the Scenario experience...	28	Experimental	76	C#
40	vayoa/castadi comic artist stable diffusion thingy	27	Experimental	58	Python
41	liu-yucheng/diffvg-ported diffvg Ported	27	Experimental	6	C++
42	qskousen/ggufy CLI tool for efficient and easy safetensors and gguf model conversion	27	Experimental	9	Zig
43	camenduru/seamless Stable Diffusion Seamless Texture Generator	27	Experimental	51	ShaderLab
44	Zabriskije/SD-to-CoreML Shell script to convert Stable Diffusion 1.5 models to Core ML	27	Experimental	54	Shell
45	Extraltodeus/depthmap2mask Create masks out of depthmaps in img2img	27	Experimental	360	Python
46	camenduru/DiffusionAwards Stable Diffusion Awards - Open Source Model and Project Awards	26	Experimental	37	—
47	harskish/sdui Local ImGui UI for Stable Diffusion. Features embedded PNG metadata, Apple...	26	Experimental	37	Jupyter Notebook
48	Raibows/WebPlayground-of-StableDiffusion An Easy Deployment Web Playground of Stable Diffusion Model	24	Experimental	22	Python
49	vispunk/vispunk-webui The image-first alternative for generative AI image workflows	22	Experimental	23	—
50	FMXExpress/Python-GUI-Stable-Diffusion-Client GUI client built in Python to generate Stable Diffusion images with Replicate's API.	22	Experimental	1	Python
51	paazmaya/urasoe Command line tool to input a folder of images to Stable Diffusion and ControlNet	22	Experimental	—	Rust
52	Moha346-coder/mace-osaka26 Provide universal machine learning interatomic potentials trained on diverse...	22	Experimental	—	Shell
53	neuralwork/flux-tiled-upscaler A minimal multi-controlnet tiled Flux image upscaler	22	Experimental	7	Python
54	PoyBoi/StableDiffusionHelper Advanced automated image processing tool for selection, cropping, and...	22	Experimental	34	Python
55	neelr/favicon-diffusion run diffusion models in the browser! webgpu hippo diffusion kernels in >2k...	20	Experimental	9	Jupyter Notebook
56	leaxer-ai/leaxer-stable-diffusion Pre-built stable-diffusion.cpp binaries for Leaxer	19	Experimental	—	—
57	Haoming02/stable-diffusion-for-unity A project that allows you to run Stable Diffusion NATIVELY inside Unity at runtime	15	Experimental	17	C#
58	NeusZimmer/ONNX-Stable-Diffusion-ModularUI An approach to make a more modular UI for ONNX Stable Diffusion, to ease...	14	Experimental	12	Python
59	darknoon/Hyperpaint Building a paint app with Stable Diffusion running locally	14	Experimental	12	Swift
60	Zabriskije/CoreML-VAEs Ready to use Core ML VAEs in MLMODELC format	14	Experimental	13	—
61	nyxiereal/OneDiffusionGUI OneDiffusion GUI.	11	Experimental	2	Python
62	rodjjo/diffusion-expert A software for drawing with stable-diffusion support	11	Experimental	22	C++
63	welpo/png-to-pt-embedding A standalone Python tool for converting PNG image embeddings into PyTorch...	11	Experimental	—	Python
64	drakyanerlanggarizkiwardhana/Stable-Diffusion-v-2.1-web-UI Lightweight Stable Diffusion v 2.1 web UI: txt2img, img2img, depth2img,...	10	Experimental	1	Jupyter Notebook

Comparisons in this category

dream-textures and AI-Render (44 vs 43) stable-diffusion.cpp and ADI-Stable-Diffusion (69 vs 40) stable-diffusion.cpp and StableDiffusion.NET (69 vs 45) StableDiffusion and ADI-Stable-Diffusion (41 vs 40) StableDiffusion and OnnxStack (41 vs 39) StableDiffusion.NET and OnnxStack (45 vs 39)