Stable Diffusion Implementations Generative AI Tools

Practical implementations, tutorials, and fine-tuning guides for Stable Diffusion models across various tasks (text-to-image, image-to-image, inpainting, colorization). Does NOT include optimization frameworks, inference acceleration techniques, or downstream applications built on diffusion models.

There are 64 stable diffusion implementations tools tracked. 1 score above 50 (established tier). The highest-rated is Acly/krita-ai-diffusion at 67/100 with 9,827 stars. 1 of the top 10 are actively maintained.

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#	Tool	Score	Tier	Stars	Language
1	Acly/krita-ai-diffusion Streamlined interface for generating images with AI in Krita. Inpaint and...	67	Established	9,827	Python
2	sayakpaul/dreambooth-keras Implementation of DreamBooth in KerasCV and TensorFlow.	42	Emerging	88	Jupyter Notebook
3	deep-diver/LoRA-deployment LoRA fine-tuned Stable Diffusion Deployment	39	Emerging	31	Jupyter Notebook
4	charrywhite/LanPaint-diffusers LanPaint diffusers version code	33	Emerging	6	Python
5	aws-samples/amazon-sagemaker-personalized-generative-ai This project simplifies personalized Gen-AI SaaS apps. We fine-tune...	32	Emerging	22	Python
6	aws-samples/generative-ai-demo-using-amazon-sagemaker-jumpstart-kr This project shows the demos about how to generate stable diffusion images...	32	Emerging	20	JavaScript
7	InternLM/EndoCoT Official implementation of "EndoCoT". Scaling endogenous Chain-of-Thought...	31	Emerging	32	Python
8	Stability-AI/stability-ai-toolkit External project in GitHub for marketing purposes. This repo will be used...	30	Emerging	13	Python
9	garystafford/svdxt-sagemaker-huggingface Deploy and invoke Stability AI's Stable Video Diffusion XT (SVT-XT) 1.1...	28	Experimental	12	Jupyter Notebook
10	bean980310/stable-diffusion-docker-project Stable Diffusion WebUI and KohyaSS, ComfyUI, InvokeAI, Fooocus, and more...	28	Experimental	8	Jupyter Notebook
11	rupeshs/instantidcpu CPU version of InstantID	27	Experimental	58	Python
12	garystafford/sdxl_dreambooth_autotrain_demo Fine-tuning Stable Diffusion XL on AWS for Generative AI-powered Product...	26	Experimental	5	Jupyter Notebook
13	xiaomomy/MAMBO-G MAMBO-G: A training-free, magnitude-aware adaptive guidance framework for...	25	Experimental	4	Python
14	gperdrizet/unit-6-assignments Template repository for unit 6 course end project and incremental capstone...	25	Experimental	—	Python
15	graphcore/stable-diffusion Notebook for running Stable Diffusion – the Generative AI alternative to...	24	Experimental	2	Jupyter Notebook
16	federicadigiaimo/textile-generation Automated synthesis of high-resolution (1024×1024), seamless textile...	23	Experimental	1	Jupyter Notebook
17	dreamlessx/envisage_public Depth-conditioned diffusion inpainting for facial surgery outcome...	23	Experimental	1	Python
18	Curated-Awesome-Lists/awesome-stable-diffusion-webui A curated list of awesome resources related to Stable Diffusion WebUI, a...	23	Experimental	21	—
19	tehraninasab/sd-latent-traversal [MIV-CVPR 2025] Official implementation of "Language-Guided Trajectory...	22	Experimental	3	Jupyter Notebook
20	hitthecodelabs/CreativeAI-Portraits Intricate and imaginative images generated using various versions of Stable...	22	Experimental	1	Jupyter Notebook
21	CodeAlexx/Serenity Modular diffusion model training framework — LoRA, LyCORIS, and full...	22	Experimental	—	Python
22	cylamangie/COM6104-Week10-GenAI-ImageModels COM6104 Week 10 lab — Exploring generative AI image models (Qwen Image,...	22	Experimental	—	Jupyter Notebook
23	ceramicwhite/IllusionDiffusion Fork of huggingface.co/spaces/AP123/IllusionDiffusion	21	Experimental	11	Python
24	HassanJbara/svgfusion Generating SVGs with Transformer-based Diffusion Models	21	Experimental	8	Python
25	ShyVortex/diffusion-tool AI image generator and upscaler tool, created for my university exam	19	Experimental	5	Java
26	kitsumed/PictureColorDiffusion PictureColorDiffusion is a program that automate 2d colorization of...	19	Experimental	5	C#
27	aniketpoojari/Text-To-Image-Diffusion End-to-end latent diffusion pipeline featuring distributed training on AWS...	19	Experimental	—	Jupyter Notebook
28	FrederikMR/controlnet_interpolation Experiments for ControlNet described in https://github.com/FrederikMR/likely_geometry	19	Experimental	—	Jupyter Notebook
29	egeyavuzcan/iterative-auto-regressive-image-editing We develop an auto-regressive editing framework that systematically refines...	19	Experimental	—	Python
30	olwal/streamdiffusion-spout-service A real-time image generation service using StreamDiffusion, controllable via...	18	Experimental	4	Python
31	lightChaserX/alphaLDM Matting by Generation	18	Experimental	36	—
32	PupaBoo/Forge-Grid-Sampler-Scheduler Stable Diffusion Forge extension for comparing sampler × scheduler...	17	Experimental	—	Python
33	mubasshirahmxd/Generative_Image_with_StableDiffusion Generative Image with Stable Diffusion — A clean, high-quality text-to-image...	17	Experimental	2	Jupyter Notebook
34	HamzahDrawsheh/Images-Novelty-Evaluation-research An empirical study investigating whether Stable Diffusion XL produces...	16	Experimental	2	Jupyter Notebook
35	andrii-horokhovskyi/Stable-Diffusion-GUI-for-macOS Diffusion Bee is the easiest way to run Stable Diffusion locally on your M1...	16	Experimental	1	JavaScript
36	pablo-reyes8/conditioning-stable-diffusion Latent diffusion model for attribute-conditioned face generation, with...	15	Experimental	1	Python
37	Smithy305/whos-that-diffusion An end-to-end generative AI pipeline that turns sketches into Ken...	15	Experimental	—	Python
38	Gaolingx/Glx.MLExamples machine learning examples	15	Experimental	1	Python
39	farhad-dalirani/Multi-Mode-DreamBooth This repository provides a minimal yet flexible implementation of DreamBooth...	15	Experimental	—	Python
40	nag338-ship-it/PRODIGY_GA_02 Image Generation with Stable Diffusion - Prodigy Infotech Generative AI Internship	14	Experimental	—	Jupyter Notebook
41	Yazdi9/Paint-With-Words-Stable-Diffusion-Srbiau Paint with words with Stable Diffusion	14	Experimental	1	Jupyter Notebook
42	Raxephion/Typhoon-SDXL-model Flagship Typhoon model	13	Experimental	2	—
43	Miragic-AI/Stable-Diffusion-Image-Generator A latent text-to-image generator based on stable diffusion model	13	Experimental	2	Jupyter Notebook
44	hathibelagal-dev/stable-diffusion-mlx Run old Stable Diffusion models on Mac with MLX	13	Experimental	—	Python
45	kyopark2014/stable-diffusion-api-server It describes how to provide the stable diffusion function using api server.	12	Experimental	17	Jupyter Notebook
46	AyushUnleashed/logo-avatars-pipeline Generate Creative Logos with Stable Diffusions & Control nets. Try it here:	12	Experimental	14	Jupyter Notebook
47	bpark2/WinoVis Exploring common-sense reasoning capabilities of text-to-image models...	12	Experimental	4	Python
48	bsilverthorn/diffusion-grid-app Visualization toy for diffusion model trajectories	12	Experimental	4	HCL
49	jbaudru/RAGDiffusion RAGDiffusion generates smooth videos by blending previous generated frames...	12	Experimental	1	Python
50	aklein4/BoltFlow Efficient distillation of diffusion-based text-to-image models using only a...	11	Experimental	2	Python
51	Derthenier/adaptive-sampling-research Content-aware adaptive sampling for Stable Diffusion - dynamically...	11	Experimental	—	Python
52	zachdwight/image-gen-huggingface-example AI Image Generation with HuggingFace Diffusers	11	Experimental	—	Python
53	gokhaneraslan/stable-diffusion-3.5-lora-finetuning A comprehensive, modular framework for fine-tuning Stable Diffusion 3.5...	11	Experimental	—	Python
54	SorawitChok/Stable-Diffusion-from-Scratch PyTorch implementation of Stable Diffusion created from scratch. A...	11	Experimental	—	Jupyter Notebook
55	lancedesk/free-stable-diffusion-colab Free Google Colab notebook for running AUTOMATIC1111's Stable Diffusion...	11	Experimental	—	Jupyter Notebook
56	DivyenduDutta/TinyDiffusion Benchmarking and Optimized Stable Diffusion for Edge Devices.	11	Experimental	—	Jupyter Notebook
57	zanvari/stable-diffusion-lab Hands-on tutorials for generating and editing images using Stable Diffusion...	11	Experimental	—	Jupyter Notebook
58	krishnakoushik225/GenDiff-PEFT-Efficient-Conditional-Diffusion-Optimization Parameter-efficient optimization of conditional diffusion models using...	11	Experimental	—	Jupyter Notebook
59	Aatricks/LightDiffusion-original Original version of LightDiffusion, StableDiffusion in 3000 lines of python	10	Experimental	1	Python
60	Adolfo-GM/AggmDiffusion-lite A simple image generation tool.	10	Experimental	1	Python
61	ericbill21/JEDI [ICML2025, PUT] Official codebase for JEDI: The Force of Jensen-Shannon...	10	Experimental	3	Jupyter Notebook
62	LightDiffusion/LightDiffusion Fastest Stable Diffusion GUI, Pipeline, with only one python script, with...	10	Experimental	1	Python
63	IliaLarchenko/puzzle_diffusion A small puzzle game with autogenerated images	10	Experimental	1	Python
64	BhavikBhindora/text_to_image_deci_deffusion Text to Image Generation With Deci-diffusion.	10	Experimental	1	Jupyter Notebook