Diffusion Deployment Infrastructure Diffusion Models

Tools and configurations for deploying diffusion models in containerized environments (Docker, Kubernetes) and cloud platforms (AWS, RunPod, Jetson). Includes setup guides, infrastructure-as-code, and GPU optimization. Does NOT include model training, fine-tuning, or user-facing applications beyond basic WebUI deployment.

There are 103 diffusion deployment infrastructure models tracked. 3 score above 50 (established tier). The highest-rated is LykosAI/StabilityMatrix at 64/100 with 7,725 stars. 1 of the top 10 are actively maintained.

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#	Model	Score	Tier	Stars	Language
1	LykosAI/StabilityMatrix Multi-Platform Package Manager for Stable Diffusion	64	Established	7,725	C#
2	AbdBarho/stable-diffusion-webui-docker Easy Docker setup for Stable Diffusion with user-friendly UI	50	Established	7,328	Shell
3	ashleykleynhans/stable-diffusion-docker Docker image for Stable Diffusion WebUI with ControlNet, After Detailer,...	50	Established	71	Shell
4	runpod-workers/worker-a1111 Automatic1111 serverless worker.	49	Emerging	96	Python
5	eleiton/ollama-intel-arc Make use of Intel Arc Series GPU to Run Ollama, StableDiffusion, Whisper and...	47	Emerging	277	Dockerfile
6	mrhan1993/Fooocus-API FastAPI powered API for Fooocus	46	Emerging	658	Python
7	divamgupta/diffusionbee-stable-diffusion-ui Diffusion Bee is the easiest way to run Stable Diffusion locally on your M1...	44	Emerging	13,540	JavaScript
8	jim60105/docker-stable-diffusion-webui Dockerfile for stable-diffusion-webui with the goal of keeping it small and...	44	Emerging	33	Dockerfile
9	kiri-art/docker-diffusers-api Diffusers / Stable Diffusion in docker with a REST API, supporting various...	43	Emerging	204	Python
10	fboulnois/stable-diffusion-docker Run the official Stable Diffusion releases in a Docker container with...	43	Emerging	749	Python
11	siutin/stable-diffusion-webui-docker stable-diffusion-webui in docker	41	Emerging	121	—
12	wolverinn/stable-diffusion-multi-user stable diffusion multi-user django server code with multi-GPU load balancing	41	Emerging	318	Python
13	rgryta/Stable-Diffusion-WSL2-Docker One-click install for StabilityAI's Stable-Diffusion with AUTOMATIC1111's webui	41	Emerging	112	PowerShell
14	amithkk/stable-diffusion-k8s ⚡Instant Stable Diffusion on k8s(Kubernetes) with Helm	39	Emerging	92	Dockerfile
15	ashleykleynhans/a1111-docker Docker image for Stable Diffusion WebUI with ControlNet, After Detailer,...	39	Emerging	10	Shell
16	fofr/cog-consistent-character Create images of a given character in different poses	38	Emerging	706	Python
17	virchau13/automatic1111-webui-nix AUTOMATIC1111/stable-diffusion-webui for CUDA and ROCm on NixOS	37	Emerging	177	Nix
18	soulteary/docker-stable-diffusion-taiyi 带 Web UI 的 Docker taiyi (太乙)，中文 Stable Diffusion WebUI 一键运行环境。	37	Emerging	92	Dockerfile
19	camenduru/stable-diffusion-webui-portable This Project Aims for 100% Offline Stable Diffusion (People without internet...	37	Emerging	79	Batchfile
20	nek9o/forge-flutter lightweight (80MB RAM) desktop client for SD-WebUI-Forge. Faster and leaner...	37	Emerging	4	Dart
21	fal-114514/forge-flutter lightweight (80MB RAM) desktop client for SD-WebUI-Forge. Faster and leaner...	37	Emerging	4	Dart
22	ototadana/sd-face-editor Face Editor for Stable Diffusion	36	Emerging	1,074	Python
23	dakenf/stable-diffusion-nodejs GPU-accelerated javascript runtime for StableDiffusion. Uses modified ONNX...	36	Emerging	59	TypeScript
24	NickLucche/stable-diffusion-nvidia-docker GPU-ready Dockerfile to run Stability.AI stable-diffusion model v2 with a...	36	Emerging	371	Python
25	bentoml/stable-diffusion-server Deploy Your Own Stable Diffusion Service	36	Emerging	201	Python
26	ai-dock/stable-diffusion-webui-forge Stable Diffusion WebUI Forge docker images for use in GPU cloud and local...	36	Emerging	60	Shell
27	sudorambo/diffstock-tui Rust-based TUI/GUI application for probabilistic stock price forecasting...	36	Emerging	2	Rust
28	ddPn08/Radiata Stable diffusion webui based on diffusers.	35	Emerging	972	Python
29	Lightning-Universe/stable-diffusion-deploy Learn to serve Stable Diffusion models on cloud infrastructure at scale....	35	Emerging	391	Python
30	JingShing/How-to-use-tesla-p40 A manual for helping using tesla p40 gpu	35	Emerging	143	—
31	s1dlx/sd-webui-bayesian-merger opinionated bayesian optimisation for stable diffusion models block merge	34	Emerging	122	Python
32	runpod-workers/worker-stable_diffusion_v1 🖼️ \| RunPod worker for all Stable Diffusion v1 endpoints.	34	Emerging	19	Python
33	TonyLianLong/stable-diffusion-xl-demo A gradio web UI demo for Stable Diffusion XL 1.0, with refiner and MultiGPU support	34	Emerging	279	Python
34	huo-ju/dfserver A distributed backend AI pipeline server	33	Emerging	347	Go
35	licyk/term-sd 多平台 Stable Diffusion 部署，管理脚本	33	Emerging	27	Shell
36	fszontagh/sd.cpp.gui.wx Stable Diffusion GUI written in C++	33	Emerging	88	C++
37	mediocreatmybest/gaslightingeveryone Let's gaslight everything; containers, ML, scripts, and everyone! #AUSPOL can wait.	31	Emerging	10	Python
38	yjg30737/pyqt-stable-diffusion-gui PyQt(+PySide) Stable Diffusion GUI	31	Emerging	15	Python
39	gbtb/nix-stable-diffusion Flake for running SD on NixOS	31	Emerging	119	Nix
40	Merserk/sd-webui-forge-universal-portable Install and run SD Classic and Neo Portable.	31	Emerging	11	Batchfile
41	fofr/cog-comfyui-sd3 Cog template for Stable Diffusion 3 (ComfyUI implementation)	30	Emerging	17	Python
42	questianon/sdupdates A mega collection of all resources and news related to Stable Diffusion....	30	Emerging	509	—
43	ashleykleynhans/stable-diffusion-terraform Create an AWS EC2 GPU Spot Instance to Run Automatic1111 Stable Diffusion...	30	Emerging	10	Shell
44	l1na-forever/stable-diffusion-rocm-docker Stable Diffusion Docker image preconfigured for usage with AMD Radeon cards	29	Experimental	144	Dockerfile
45	YanWenKun/sd-webui-docker-base 🐳 Dockerfile for 🖼️ Stable Diffusion WebUI, only runtime environment &...	29	Experimental	25	Shell
46	fly-apps/fooocus-demo Fooocus is an image generating software, rethinking Stable Diffusion and...	29	Experimental	14	Shell
47	sky24h/SDXL_Serverless_Runpod A serverless application that uses Stable Diffusion XL to run a...	28	Experimental	13	Python
48	softwiredtech/stable-diffusion-webgpu A WebGPU port of Stable Diffusion using tinygrad	28	Experimental	35	JavaScript
49	D4n13l3k00/stable-diffusion-webui-installer Stable-diffusion-webui installer for Ubuntu 22.04 LTS	27	Experimental	18	Shell
50	Mario5Gray/Stability-Toys Stable Diffusion 1.5 Latent Consistency Server/Runner for Rockchip NPU	27	Experimental	1	Python
51	cocktailpeanut/breadboard Stable Diffusion Browser for Windows, Mac, and Linux	27	Experimental	401	JavaScript
52	Binozo/GoStableDiffusion Go bindings for stable-diffusion.cpp	27	Experimental	5	Go
53	6Morpheus6/forge-neo [NVIDIA ONLY] Stable Diffusion WebUI Forge supporting Flux, Z-Image, Qwen,...	27	Experimental	15	JavaScript
54	ai-dock/onetrainer OneTrainer docker images for use in GPU cloud and local environments....	26	Experimental	21	Shell
55	viral-medialab/stable_diffusion_server Runs your own Stable Diffusion v1.4 API with Flask & Docker	26	Experimental	41	JavaScript
56	fly-apps/cog-sd3 Run Stable Diffusion 3 Medium as a Replicate Cog on Fly.io	26	Experimental	6	Python
57	soulteary/docker-stable-video-diffusion Help Elon Musk Launch a Rocket 🚀	26	Experimental	23	Python
58	Extraltodeus/multi-subject-render Generate multiple complex subjects all at once!	25	Experimental	376	Python
59	tsondo/a1111-docker Dockerized Stable Diffusion WebUI (AUTOMATIC1111) with persistent config,...	25	Experimental	4	Shell
60	monatis/stable-diffusion-tf-docker Stable Diffusion in Docker with a simple web API and GPU support	24	Experimental	23	Python
61	danielorlando97/stable-diffusion-docker-manager A docker manager to receive a small set of image data, automatically retrain...	24	Experimental	4	Python
62	CoffeeVampir3/manual1111 Experimental Stable Diffusion XL Webui	24	Experimental	4	Python
63	congbang-le/stadiff-aws Self-hosted Stable Diffusion using Python Flask on AWS G4 EC2 instance...	24	Experimental	3	JavaScript
64	Sinyuk7/autodl-instance AutoDL 云 GPU 实例部署工具，实现了 Infrastructure as Code + User Data Roaming.	23	Experimental	1	Python
65	GabrielVidal1/stable-wiki Unofficial Stable Diffusion Wiki	23	Experimental	2	TypeScript
66	shyamsn97/stable-diffusion-server Stable Diffusion colab server built with fastapi	22	Experimental	7	Python
67	Erisa/sdxl-worker Stable Diffusion XL Workers AI demo	22	Experimental	17	TypeScript
68	neurogen-dev/stable-diffusion-portable A portable version of Stable Diffusion based on SD.Next	22	Experimental	46	—
69	Firstbober/rocm-pytorch-gfx803-docker A Docker image based on rocm/pytorch with support for gfx803(Polaris 20-21...	22	Experimental	24	Dockerfile
70	mnhju/sprig 🔧 Enable booting of unsigned DAs on ARMv8 MediaTek devices by patching...	22	Experimental	—	C
71	fofr/sd3-with-chaos SD3 with more output variety	22	Experimental	9	Python
72	blekmus/aws-stable-diffusion How to run Stable Diffusion Automatic1111 WebUI on AWS EC2 instance	21	Experimental	73	Shell
73	kalaspuff/stable-diffusion-webui-controlnet-docker 🧑‍🎨 Stable Diffusion WebUI + ControlNet extension running in Docker. Built...	21	Experimental	33	Shell
74	ibrahimsn98/sdwebui-kotlin Kotlin API client for AUTOMATIC1111/stable-diffusion-webui	20	Experimental	27	Kotlin
75	martin-rizzo/FedoraDiffusionLauncher Bash script to easily install AUTOMATIC1111's Stable Diffusion WebUI while...	20	Experimental	20	Shell
76	europanite/sdxl_container A container for sdxl	20	Experimental	1	Python
77	stable-diffusion-windows/stable-diffusion-windows Stable Diffusion Windows GUI	19	Experimental	—	Python
78	FNGarvin/pickle-to-safetensors A tiny, containerized conversion appliance that attempts to convert pickles...	19	Experimental	—	Python
79	wy-luke/StableDiffusion-Installer-For-Mac Install Stable Diffusion on your Mac with one single command. 一条命令为你的 Mac 装上...	19	Experimental	49	Shell
80	prompthero/cog-midjourney-diffusion A cog container to run Midjourney Diffusion in Replicate	19	Experimental	10	Python
81	shinomakoi/sd-dreamer Qt based Linux/Windows GUI for Stable Diffusion	19	Experimental	35	Python
82	TillBeemelmanns/stable-diffusion-walk Stable Diffusion Walk with Docker environment	18	Experimental	7	Python
83	foxaos/stable-diffusion-go A pure Golang binding library for stable-diffusion.cpp based on...	17	Experimental	2	Go
84	SmarakNayak/stability-matrix-nix An auto updating nix flake for the StabilityMatrix AppImage, a...	16	Experimental	2	Nix
85	neosun100/Step1X-Edit-Docker 🎨 Production-ready Docker deployment for Step1X-Edit with intelligent GPU...	16	Experimental	1	Python
86	waterminer/SD-DatasetProcessor 🛠一站式的图片数据集预处理工具包	15	Experimental	17	Python
87	yuvraj108c/stable-diffusion-3-medium-docker Docker image for Stable Diffusion 3 Medium Gradio	15	Experimental	2	Python
88	freeradical16/sd-webui-hub Unified WebUI hub for Stable Diffusion, ready for cloud GPUs	15	Experimental	—	Jupyter Notebook
89	ajithvcoder/emlo4-session-12-ajithvcoder Use torchserve, fastapi and nextjs to deploy a stable diffusion vision model...	14	Experimental	1	Python
90	zhaobenny/a1111-modal-worker serverless worker for Automatic1111 using modal.com	14	Experimental	4	Python
91	MartynasJakutis/ChroMS_GUI Graphical user interface (GUI) for HPLC-MS data analysis. Enables HPLC and...	14	Experimental	—	Python
92	set-soft/sd_webui_rx5500 Docker images for Stable Diffusion WebUI (AUTOMATIC1111) for AMD Radeon...	14	Experimental	13	Shell
93	Dvorson/mac_m1_coreml_stable_diffusion_flask_api API server for CoreMl Stable Diffusion	14	Experimental	1	Python
94	storj/secure-stable-diffusion Docker image for secure AI model training and inference with Stable...	12	Experimental	3	Jupyter Notebook
95	nikvoid/nndb Stable Diffusion output archiver and metadata parser	12	Experimental	3	Rust
96	iomz/docker-diffusers-jetson Simple docker image for Diffusers on Jetson devices	12	Experimental	3	Python
97	adamelliotfields/sdxl-web-app Stable Diffusion XL web app	11	Experimental	—	TypeScript
98	DivergentDepot/LocalsOnly_DiffusionStudio Local Stable Diffusion studio for macOS Apple Silicon — offline-first, privacy-first	11	Experimental	—	Python
99	pronopython/fooocus-runner Automate and batch process the AI tool Fooocus	11	Experimental	—	Python
100	yinyajun/artcraft Stable diffusion lib&web ui	11	Experimental	2	Python
101	mohsin-riad/stable-diffusion-for-mac Shell script (for Mac) to a browser interface based on Gradio library for...	11	Experimental	2	Jupyter Notebook
102	bsilverthorn/diffusion-grid-banana Serverless inference for diffusion-grid-app	10	Experimental	1	Python
103	Edwin-Luijten/stable-diffusion-with-nvidia Stable diffusion, web-ui, docker, nvidia	10	Experimental	1	Python

Comparisons in this category