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 105 diffusion deployment infrastructure models tracked. 9 score above 50 (established tier). The highest-rated is LykosAI/StabilityMatrix at 66/100 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	66	Established	7,725	C#
2	ashleykleynhans/stable-diffusion-docker Docker image for Stable Diffusion WebUI with ControlNet, After Detailer,...	57	Established	71	Shell
3	runpod-workers/worker-a1111 Automatic1111 serverless worker.	56	Established	96	Python
4	eleiton/ollama-intel-arc Make use of Intel Arc Series GPU to Run Ollama, StableDiffusion, Whisper and...	54	Established	277	Dockerfile
5	mrhan1993/Fooocus-API FastAPI powered API for Fooocus	53	Established	658	Python
6	jim60105/docker-stable-diffusion-webui Dockerfile for stable-diffusion-webui with the goal of keeping it small and...	51	Established	33	Dockerfile
7	kiri-art/docker-diffusers-api Diffusers / Stable Diffusion in docker with a REST API, supporting various...	50	Established	204	Python
8	fboulnois/stable-diffusion-docker Run the official Stable Diffusion releases in a Docker container with...	50	Established	749	Python
9	AbdBarho/stable-diffusion-webui-docker Easy Docker setup for Stable Diffusion with user-friendly UI	50	Established	7,328	Shell
10	siutin/stable-diffusion-webui-docker stable-diffusion-webui in docker	48	Emerging	121	—
11	wolverinn/stable-diffusion-multi-user stable diffusion multi-user django server code with multi-GPU load balancing	48	Emerging	318	Python
12	rgryta/Stable-Diffusion-WSL2-Docker One-click install for StabilityAI's Stable-Diffusion with AUTOMATIC1111's webui	48	Emerging	112	PowerShell
13	ashleykleynhans/a1111-docker Docker image for Stable Diffusion WebUI with ControlNet, After Detailer,...	46	Emerging	10	Shell
14	amithkk/stable-diffusion-k8s ⚡Instant Stable Diffusion on k8s(Kubernetes) with Helm	46	Emerging	92	Dockerfile
15	fofr/cog-consistent-character Create images of a given character in different poses	45	Emerging	706	Python
16	divamgupta/diffusionbee-stable-diffusion-ui Diffusion Bee is the easiest way to run Stable Diffusion locally on your M1...	44	Emerging	13,540	JavaScript
17	virchau13/automatic1111-webui-nix AUTOMATIC1111/stable-diffusion-webui for CUDA and ROCm on NixOS	44	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。	44	Emerging	92	Dockerfile
19	camenduru/stable-diffusion-webui-portable This Project Aims for 100% Offline Stable Diffusion (People without internet...	44	Emerging	79	Batchfile
20	bentoml/stable-diffusion-server Deploy Your Own Stable Diffusion Service	43	Emerging	201	Python
21	ototadana/sd-face-editor Face Editor for Stable Diffusion	43	Emerging	1,074	Python
22	NickLucche/stable-diffusion-nvidia-docker GPU-ready Dockerfile to run Stability.AI stable-diffusion model v2 with a...	43	Emerging	371	Python
23	ai-dock/stable-diffusion-webui-forge Stable Diffusion WebUI Forge docker images for use in GPU cloud and local...	43	Emerging	60	Shell
24	ddPn08/Radiata Stable diffusion webui based on diffusers.	42	Emerging	972	Python
25	JingShing/How-to-use-tesla-p40 A manual for helping using tesla p40 gpu	42	Emerging	143	—
26	Lightning-Universe/stable-diffusion-deploy Learn to serve Stable Diffusion models on cloud infrastructure at scale....	42	Emerging	391	Python
27	TonyLianLong/stable-diffusion-xl-demo A gradio web UI demo for Stable Diffusion XL 1.0, with refiner and MultiGPU support	41	Emerging	279	Python
28	runpod-workers/worker-stable_diffusion_v1 🖼️ \| RunPod worker for all Stable Diffusion v1 endpoints.	41	Emerging	19	Python
29	s1dlx/sd-webui-bayesian-merger opinionated bayesian optimisation for stable diffusion models block merge	41	Emerging	122	Python
30	huo-ju/dfserver A distributed backend AI pipeline server	40	Emerging	347	Go
31	fszontagh/sd.cpp.gui.wx Stable Diffusion GUI written in C++	40	Emerging	88	C++
32	licyk/term-sd 多平台 Stable Diffusion 部署，管理脚本	40	Emerging	27	Shell
33	nek9o/forge-flutter lightweight (80MB RAM) desktop client for SD-WebUI-Forge. Faster and leaner...	39	Emerging	4	Dart
34	dakenf/stable-diffusion-nodejs GPU-accelerated javascript runtime for StableDiffusion. Uses modified ONNX...	39	Emerging	59	TypeScript
35	yjg30737/pyqt-stable-diffusion-gui PyQt(+PySide) Stable Diffusion GUI	38	Emerging	15	Python
36	gbtb/nix-stable-diffusion Flake for running SD on NixOS	38	Emerging	119	Nix
37	mediocreatmybest/gaslightingeveryone Let's gaslight everything; containers, ML, scripts, and everyone! #AUSPOL can wait.	38	Emerging	10	Python
38	fofr/cog-comfyui-sd3 Cog template for Stable Diffusion 3 (ComfyUI implementation)	37	Emerging	17	Python
39	questianon/sdupdates A mega collection of all resources and news related to Stable Diffusion....	37	Emerging	509	—
40	ashleykleynhans/stable-diffusion-terraform Create an AWS EC2 GPU Spot Instance to Run Automatic1111 Stable Diffusion...	37	Emerging	10	Shell
41	l1na-forever/stable-diffusion-rocm-docker Stable Diffusion Docker image preconfigured for usage with AMD Radeon cards	36	Emerging	144	Dockerfile
42	YanWenKun/sd-webui-docker-base 🐳 Dockerfile for 🖼️ Stable Diffusion WebUI, only runtime environment &...	36	Emerging	25	Shell
43	fly-apps/fooocus-demo Fooocus is an image generating software, rethinking Stable Diffusion and...	36	Emerging	14	Shell
44	softwiredtech/stable-diffusion-webgpu A WebGPU port of Stable Diffusion using tinygrad	35	Emerging	35	JavaScript
45	sky24h/SDXL_Serverless_Runpod A serverless application that uses Stable Diffusion XL to run a...	35	Emerging	13	Python
46	Merserk/sd-webui-forge-universal-portable Install and run SD Classic and Neo Portable.	35	Emerging	11	Batchfile
47	Binozo/GoStableDiffusion Go bindings for stable-diffusion.cpp	34	Emerging	5	Go
48	cocktailpeanut/breadboard Stable Diffusion Browser for Windows, Mac, and Linux	34	Emerging	401	JavaScript
49	D4n13l3k00/stable-diffusion-webui-installer Stable-diffusion-webui installer for Ubuntu 22.04 LTS	34	Emerging	18	Shell
50	6Morpheus6/forge-neo [NVIDIA ONLY] Stable Diffusion WebUI Forge supporting Flux, Z-Image, Qwen,...	33	Emerging	15	JavaScript
51	fly-apps/cog-sd3 Run Stable Diffusion 3 Medium as a Replicate Cog on Fly.io	33	Emerging	6	Python
52	sudorambo/diffstock-tui Rust-based TUI/GUI application for probabilistic stock price forecasting...	33	Emerging	2	Rust
53	soulteary/docker-stable-video-diffusion Help Elon Musk Launch a Rocket 🚀	33	Emerging	23	Python
54	viral-medialab/stable_diffusion_server Runs your own Stable Diffusion v1.4 API with Flask & Docker	33	Emerging	41	JavaScript
55	ai-dock/onetrainer OneTrainer docker images for use in GPU cloud and local environments....	33	Emerging	21	Shell
56	Extraltodeus/multi-subject-render Generate multiple complex subjects all at once!	32	Emerging	376	Python
57	congbang-le/stadiff-aws Self-hosted Stable Diffusion using Python Flask on AWS G4 EC2 instance...	31	Emerging	3	JavaScript
58	danielorlando97/stable-diffusion-docker-manager A docker manager to receive a small set of image data, automatically retrain...	31	Emerging	4	Python
59	CoffeeVampir3/manual1111 Experimental Stable Diffusion XL Webui	31	Emerging	4	Python
60	monatis/stable-diffusion-tf-docker Stable Diffusion in Docker with a simple web API and GPU support	31	Emerging	23	Python
61	GabrielVidal1/stable-wiki Unofficial Stable Diffusion Wiki	30	Emerging	2	TypeScript
62	neurogen-dev/stable-diffusion-portable A portable version of Stable Diffusion based on SD.Next	29	Experimental	46	—
63	shyamsn97/stable-diffusion-server Stable Diffusion colab server built with fastapi	29	Experimental	7	Python
64	Erisa/sdxl-worker Stable Diffusion XL Workers AI demo	29	Experimental	17	TypeScript
65	fofr/sd3-with-chaos SD3 with more output variety	29	Experimental	9	Python
66	Firstbober/rocm-pytorch-gfx803-docker A Docker image based on rocm/pytorch with support for gfx803(Polaris 20-21...	29	Experimental	24	Dockerfile
67	tsondo/a1111-docker Dockerized Stable Diffusion WebUI (AUTOMATIC1111) with persistent config,...	28	Experimental	4	Shell
68	kalaspuff/stable-diffusion-webui-controlnet-docker 🧑‍🎨 Stable Diffusion WebUI + ControlNet extension running in Docker. Built...	28	Experimental	33	Shell
69	blekmus/aws-stable-diffusion How to run Stable Diffusion Automatic1111 WebUI on AWS EC2 instance	28	Experimental	73	Shell
70	ibrahimsn98/sdwebui-kotlin Kotlin API client for AUTOMATIC1111/stable-diffusion-webui	27	Experimental	27	Kotlin
71	martin-rizzo/FedoraDiffusionLauncher Bash script to easily install AUTOMATIC1111's Stable Diffusion WebUI while...	27	Experimental	20	Shell
72	shinomakoi/sd-dreamer Qt based Linux/Windows GUI for Stable Diffusion	26	Experimental	35	Python
73	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...	26	Experimental	49	Shell
74	Mario5Gray/Stability-Toys Stable Diffusion 1.5 Latent Consistency Server/Runner for Rockchip NPU	26	Experimental	1	Python
75	TillBeemelmanns/stable-diffusion-walk Stable Diffusion Walk with Docker environment	25	Experimental	7	Python
76	yuvraj108c/stable-diffusion-3-medium-docker Docker image for Stable Diffusion 3 Medium Gradio	22	Experimental	2	Python
77	europanite/sdxl_container A container for sdxl	22	Experimental	1	Python
78	waterminer/SD-DatasetProcessor 🛠一站式的图片数据集预处理工具包	22	Experimental	17	Python
79	Sinyuk7/autodl-instance AutoDL 云 GPU 实例部署工具，实现了 Infrastructure as Code + User Data Roaming.	22	Experimental	1	Python
80	ajithvcoder/emlo4-session-12-ajithvcoder Use torchserve, fastapi and nextjs to deploy a stable diffusion vision model...	21	Experimental	1	Python
81	foxaos/stable-diffusion-go A pure Golang binding library for stable-diffusion.cpp based on...	21	Experimental	2	Go
82	set-soft/sd_webui_rx5500 Docker images for Stable Diffusion WebUI (AUTOMATIC1111) for AMD Radeon...	21	Experimental	13	Shell
83	Dvorson/mac_m1_coreml_stable_diffusion_flask_api API server for CoreMl Stable Diffusion	21	Experimental	1	Python
84	zhaobenny/a1111-modal-worker serverless worker for Automatic1111 using modal.com	21	Experimental	4	Python
85	stable-diffusion-windows/stable-diffusion-windows Stable Diffusion Windows GUI	19	Experimental	—	Python
86	FNGarvin/pickle-to-safetensors A tiny, containerized conversion appliance that attempts to convert pickles...	19	Experimental	—	Python
87	nikvoid/nndb Stable Diffusion output archiver and metadata parser	19	Experimental	3	Rust
88	storj/secure-stable-diffusion Docker image for secure AI model training and inference with Stable...	19	Experimental	3	Jupyter Notebook
89	iomz/docker-diffusers-jetson Simple docker image for Diffusers on Jetson devices	19	Experimental	3	Python
90	prompthero/cog-midjourney-diffusion A cog container to run Midjourney Diffusion in Replicate	19	Experimental	10	Python
91	yinyajun/artcraft Stable diffusion lib&web ui	18	Experimental	2	Python
92	mohsin-riad/stable-diffusion-for-mac Shell script (for Mac) to a browser interface based on Gradio library for...	18	Experimental	2	Jupyter Notebook
93	Edwin-Luijten/stable-diffusion-with-nvidia Stable diffusion, web-ui, docker, nvidia	17	Experimental	1	Python
94	SmarakNayak/stability-matrix-nix An auto updating nix flake for the StabilityMatrix AppImage, a...	16	Experimental	2	Nix
95	freeradical16/sd-webui-hub Unified WebUI hub for Stable Diffusion, ready for cloud GPUs	15	Experimental	—	Jupyter Notebook
96	MartynasJakutis/ChroMS_GUI Graphical user interface (GUI) for HPLC-MS data analysis. Enables HPLC and...	14	Experimental	—	Python
97	chirvo/docker_sd_webui_gfx1100 A set of Dockerfiles for images that support Standard Diffusion on AMD...	13	Experimental	10	Shell
98	somerandompiggo/stable-diffusion-ncnn-webui A web UI for stable-diffusion-ncnn written in Go	12	Experimental	5	Go
99	gpt2ent/sd-dataset-editor Stable diffusion dataset editor made with NiceGUI	12	Experimental	8	Python
100	wpmed92/stable-diffusion-tinygrad-f16 Stable Diffusion with f16 weights powered by tinygrad WebGPU	12	Experimental	8	JavaScript
101	ayush-thakur02/stable-diffusion-xl-web Stable Diffusion XL model with WEB UI	11	Experimental	3	Python
102	neka-nat/stable-diffusion-tauri-ui WebGPU based stable diffusion GUI	11	Experimental	4	Rust
103	DivergentDepot/LocalsOnly_DiffusionStudio Local Stable Diffusion studio for macOS Apple Silicon — offline-first, privacy-first	11	Experimental	—	Python
104	adamelliotfields/sdxl-web-app Stable Diffusion XL web app	11	Experimental	—	TypeScript
105	bsilverthorn/diffusion-grid-banana Serverless inference for diffusion-grid-app	10	Experimental	1	Python

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