Stable Diffusion Implementations Diffusion Models

There are 70 stable diffusion implementations models tracked. 1 score above 50 (established tier). The highest-rated is scraed/LanPaint at 56/100 with 1,050 stars. 1 of the top 10 are actively maintained.

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#	Model	Score	Tier	Stars	Language
1	scraed/LanPaint High quality training free inpaint for every stable diffusion model. Supports ComfyUI	56	Established	1,050	Python
2	julienkay/com.doji.diffusers A Unity package to run pretrained diffusion models with Unity Sentis	47	Emerging	65	C#
3	apapiu/transformer_latent_diffusion Text to Image Latent Diffusion using a Transformer core	43	Emerging	223	Python
4	Aatricks/LightDiffusion-Next Fastest Diffusion backend, WebUI, server. Pushing implementation and...	43	Emerging	48	Python
5	FMXExpress/Stable-Diffusion-Desktop-Client Stable Diffusion Desktop client for Windows, macOS, and Linux built in...	43	Emerging	71	Pascal
6	CLOUDWERX-DEV/DiffuGen DiffuGen is a powerful yet user-friendly interface for local\edge image...	39	Emerging	17	Shell
7	sayakpaul/stable-diffusion-keras-ft Fine-tuning Stable Diffusion using Keras.	38	Emerging	65	Python
8	NilsDem/control-transfer-diffusion Repository for the paper "Combining audio control and style transfer using...	38	Emerging	63	Jupyter Notebook
9	alen-smajic/Stable-Diffusion-Latent-Space-Explorer Codebase for performing various experiments with Stable Diffusion, supported...	37	Emerging	227	Python
10	jcelerier/librediffusion C++ / CUDA implementation of StreamDiffusion	37	Emerging	28	C++
11	Extraltodeus/DistanceSampler Heuristic modification of the Heun sampler using normalized distances.	37	Emerging	42	Python
12	Correr-Zhou/HiFi-Inpaint [CVPR 2026] Offical implementation of the paper "HiFi-Inpaint: Towards...	36	Emerging	56	—
13	charrywhite/LanPaint-diffusers LanPaint diffusers version code	35	Emerging	6	Python
14	faverogian/controlNet An implementation of ControlNet as described in "Adding Conditional Control...	35	Emerging	17	Python
15	huchenlei/stable-diffusion-ps-pea Use Stable Diffusion in Photopea!	34	Emerging	97	Vue
16	a-r-r-o-w/stablefused StableFused is a toy library for experimenting with Diffusion Models,...	31	Emerging	14	Python
17	Avaray/stable-diffusion-templates A collection of Stable Diffusion Templates that will allow you to use best...	29	Experimental	13	Shell
18	imanslab/poc-uncensored-stable-diffusion Uncensored Stable Diffusion PoC (NSFW)	29	Experimental	17	Python
19	xiaomomy/MAMBO-G MAMBO-G: A training-free, magnitude-aware adaptive guidance framework for...	28	Experimental	4	Python
20	tehraninasab/sd-latent-traversal [MIV-CVPR 2025] Official implementation of "Language-Guided Trajectory...	28	Experimental	3	Jupyter Notebook
21	HassanJbara/svgfusion Generating SVGs with Transformer-based Diffusion Models	28	Experimental	8	Python
22	DrCyanide/cyanic-sd-krita A Stable Diffusion plugin for Krita, compatible with A1111 and SD.Next	27	Experimental	78	Python
23	Aatricks/LightDiffusion Fastest Stable Diffusion GUI, Pipeline, with only one python script, with...	27	Experimental	13	Python
24	kitsumed/PictureColorDiffusion PictureColorDiffusion is a program that automate 2d colorization of...	26	Experimental	5	C#
25	ansemjo/diffusionbooth photobooth experiment with stable-diffusion styles	25	Experimental	22	TypeScript
26	gperdrizet/unit-6-assignments Template repository for unit 6 course end project and incremental capstone...	25	Experimental	—	Python
27	nathannlu/aperture 🔬 Visualize attention layers from Stable Diffusion	24	Experimental	92	TypeScript
28	garystafford/svd-examples Created with Stability AIʼs Stable Video Diffusion XT 1.1 Image-to-Video...	23	Experimental	17	—
29	mpaepper/stablediffusion_magicmix Implementation of the ByteDance MagicMix paper	22	Experimental	19	Jupyter Notebook
30	olwal/streamdiffusion-spout-service A real-time image generation service using StreamDiffusion, controllable via...	22	Experimental	4	Python
31	CodeAlexx/Serenity Modular diffusion model training framework — LoRA, LyCORIS, and full...	22	Experimental	—	Python
32	aniketpoojari/Text-To-Image-Diffusion End-to-end latent diffusion pipeline featuring distributed training on AWS...	21	Experimental	—	Jupyter Notebook
33	zzbuzzard/stable-diffusion-infinite-scroll An app which uses inpainting to create an infinitely scrolling image	21	Experimental	11	Python
34	kardSIM/audio2img Extend the Conditioning of Stable Diffusion to take Audio Embeddings Instead...	21	Experimental	13	Jupyter Notebook
35	Yazdi9/Paint-With-Words-Stable-Diffusion-Srbiau Paint with words with Stable Diffusion	21	Experimental	1	Jupyter Notebook
36	pranavgupta2603/stable-dffusion-finetuning-flowers A tutorial that guides users through the process of fine-tuning a stable...	20	Experimental	10	Jupyter Notebook
37	andrii-horokhovskyi/Stable-Diffusion-GUI-for-macOS Diffusion Bee is the easiest way to run Stable Diffusion locally on your M1...	20	Experimental	1	JavaScript
38	bpark2/WinoVis Exploring common-sense reasoning capabilities of text-to-image models...	19	Experimental	4	Python
39	bsilverthorn/diffusion-grid-app Visualization toy for diffusion model trajectories	19	Experimental	4	HCL
40	aklein4/BoltFlow Efficient distillation of diffusion-based text-to-image models using only a...	18	Experimental	2	Python
41	LightDiffusion/LightDiffusion Fastest Stable Diffusion GUI, Pipeline, with only one python script, with...	17	Experimental	1	Python
42	IliaLarchenko/puzzle_diffusion A small puzzle game with autogenerated images	17	Experimental	1	Python
43	Aatricks/LightDiffusion-original Original version of LightDiffusion, StableDiffusion in 3000 lines of python	17	Experimental	1	Python
44	HamzahDrawsheh/Images-Novelty-Evaluation-research An empirical study investigating whether Stable Diffusion XL produces...	15	Experimental	2	Jupyter Notebook
45	hathibelagal-dev/stable-diffusion-mlx Run old Stable Diffusion models on Mac with MLX	15	Experimental	—	Python
46	pablo-reyes8/conditioning-stable-diffusion Latent diffusion model for attribute-conditioned face generation, with...	14	Experimental	1	Python
47	teja00/CTIG-Diffusion This implementation is based on the paper titled "Conditional Text Image...	14	Experimental	8	Python
48	nag338-ship-it/PRODIGY_GA_02 Image Generation with Stable Diffusion - Prodigy Infotech Generative AI Internship	14	Experimental	—	Jupyter Notebook
49	zanvari/stable-diffusion-lab Hands-on tutorials for generating and editing images using Stable Diffusion...	13	Experimental	—	Jupyter Notebook
50	DivyenduDutta/TinyDiffusion Benchmarking and Optimized Stable Diffusion for Edge Devices.	13	Experimental	—	Jupyter Notebook
51	vismaychuriwala/Fast-Image-Editing-with-Generative-Models 100x faster text-guided image editing on consumer GPUs (~6s vs ~10min)....	13	Experimental	2	Python
52	krishnakoushik225/GenDiff-PEFT-Efficient-Conditional-Diffusion-Optimization Parameter-efficient optimization of conditional diffusion models using...	13	Experimental	—	Jupyter Notebook
53	SorawitChok/Stable-Diffusion-from-Scratch PyTorch implementation of Stable Diffusion created from scratch. A...	13	Experimental	—	Jupyter Notebook
54	Derthenier/adaptive-sampling-research Content-aware adaptive sampling for Stable Diffusion - dynamically...	13	Experimental	—	Python
55	lancedesk/free-stable-diffusion-colab Free Google Colab notebook for running AUTOMATIC1111's Stable Diffusion...	13	Experimental	—	Jupyter Notebook
56	ProfessorNova/Stable-Diffusion This repository is a from scratch PyTorch implementation of the Stable...	13	Experimental	3	Python
57	gokhaneraslan/stable-diffusion-3.5-lora-finetuning A comprehensive, modular framework for fine-tuning Stable Diffusion 3.5...	13	Experimental	—	Python
58	ericbill21/JEDI [ICML2025, PUT] Official codebase for JEDI: The Force of Jensen-Shannon...	12	Experimental	3	Jupyter Notebook
59	ldj7672/SDXL-LoRA-Fine-tuning-for-Ghibli-Style 이 프로젝트는 Stable Diffusion XL (SDXL) 모델을 LoRA로 fine-tuning하여 지브리 스타일의 이미지를...	12	Experimental	4	Jupyter Notebook
60	frknayk/Cartoon-Diffusion Cartoon Diffusion V1	11	Experimental	—	Python
61	Gennaro-Farina/DiffEdit an unofficial implementation of DiffEdit based on Hugging Face and other	11	Experimental	—	Python
62	KhoiDOO/DogFusion DogFusion: Dog Image Generation.	11	Experimental	—	Python
63	PJarbas/generative-ai Generating images using deep learning diffusion models	11	Experimental	—	Jupyter Notebook
64	hathibelagal-dev/DiffusionWizard A collection of Jupyter notebooks that can be used to generate images using...	11	Experimental	—	Jupyter Notebook
65	Strikewind/LiquidNoise Zero-shot Video Using Image Diffusion Models	11	Experimental	3	Jupyter Notebook
66	m-biernat/msc-stable-diffusion-tool Stable Diffusion Tool for Unity	11	Experimental	3	C#
67	scape-agency/docker-stable_diffusion Stable Diffusion Docker	11	Experimental	—	Shell
68	AHMEDSANA/Stable-Diffusion In this project we will train stable diffusion model on CIFAR10 dataset and...	11	Experimental	4	Jupyter Notebook
69	ashish493/printScape-Diffusion A high-resolution (256x256) diffusion model for generating artwork in the...	10	Experimental	1	Python
70	mattroz/SDFT Stable Diffusion Fine-Tuning techniques overview.	10	Experimental	2	Python

Comparisons in this category

LanPaint and LanPaint-diffusers (56 vs 35)