Diffusion Model Frameworks Diffusion Models

There are 287 diffusion model frameworks models tracked. 2 score above 70 (verified tier). The highest-rated is huggingface/diffusers at 87/100 with 33,029 stars. 3 of the top 10 are actively maintained.

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#	Model	Score	Tier	Stars	Language
1	huggingface/diffusers 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio...	87	Verified	33,029	Python
2	bghira/SimpleTuner A general fine-tuning kit geared toward image/video/audio diffusion models.	77	Verified	2,782	Python
3	mcmonkeyprojects/SwarmUI SwarmUI (formerly StableSwarmUI), A Modular Stable Diffusion...	68	Established	3,836	C#
4	nateraw/stable-diffusion-videos Create 🔥 videos with Stable Diffusion by exploring the latent space and...	61	Established	4,671	Python
5	TheDesignFounder/DreamLayer Benchmark diffusion models faster. Automate evals, seeds, and metrics for...	60	Established	406	Python
6	AUTOMATIC1111/stable-diffusion-webui Stable Diffusion web UI	60	Established	161,689	Python
7	william-murray1204/stable-diffusion-cpp-python stable-diffusion.cpp bindings for python	58	Established	104	Python
8	probabilists/azula Diffusion models in PyTorch	56	Established	128	Python
9	camenduru/stable-diffusion-webui-colab stable diffusion webui colab	55	Established	15,957	Jupyter Notebook
10	archinetai/audio-diffusion-pytorch Audio generation using diffusion models, in PyTorch.	55	Established	2,094	Python
11	pinellolab/DNA-Diffusion 🧬 Generative modeling of regulatory DNA sequences with diffusion...	54	Established	472	Python
12	nunchaku-ai/nunchaku [ICLR2025 Spotlight] SVDQuant: Absorbing Outliers by Low-Rank Components for...	54	Established	3,724	Python
13	mlc-ai/web-stable-diffusion Bringing stable diffusion models to web browsers. Everything runs inside the...	53	Established	3,714	Jupyter Notebook
14	castorini/daam Diffusion attentive attribution maps for interpreting Stable Diffusion.	52	Established	788	Jupyter Notebook
15	FilippoMB/Diffusion_models_tutorial Collection of tutorials on diffusion models, step-by-step implementation...	51	Established	162	Jupyter Notebook
16	amirhossein-kz/Awesome-Diffusion-Models-in-Medical-Imaging Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)	51	Established	2,051	—
17	yandex-research/tab-ddpm [ICML 2023] The official implementation of the paper "TabDDPM: Modelling...	51	Established	533	Python
18	afiaka87/clip-guided-diffusion A CLI tool/python module for generating images from text using guided...	51	Established	460	Python
19	woctezuma/stable-diffusion-colab Colab notebook for Stable Diffusion Hyper-SDXL.	51	Established	326	Jupyter Notebook
20	ImprintLab/MedSegDiff Using Diffusion Models to Segment/Reconstruct Organs from Medical Images...	50	Established	1,350	Python
21	guidelabs/steerling Interpretable Causal Diffusion Language Models	49	Emerging	195	Python
22	GaParmar/img2img-turbo One-step image-to-image with Stable Diffusion turbo: sketch2image,...	49	Emerging	2,401	Python
23	joseph-nagel/diffusion-demo PyTorch denoising diffusion demo	49	Emerging	17	Jupyter Notebook
24	apple/ml-mdm Train high-quality text-to-image diffusion models in a data & compute...	49	Emerging	515	Python
25	konpatp/diffae Official implementation of Diffusion Autoencoders	49	Emerging	959	Jupyter Notebook
26	AI4HealthUOL/SSSD Repository for the paper: 'Diffusion-based Time Series Imputation and...	49	Emerging	333	Python
27	JoePenna/Dreambooth-Stable-Diffusion Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of...	49	Emerging	3,222	Jupyter Notebook
28	Rose-STL-Lab/dyffusion [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting	48	Emerging	231	Python
29	seasonjs/stable-diffusion pure go for stable-diffusion and support cross-platform.	48	Emerging	67	Go
30	ExponentialML/Text-To-Video-Finetuning Finetune ModelScope's Text To Video model using Diffusers 🧨	48	Emerging	697	Python
31	icon-lab/SynDiff Official PyTorch implementation of SynDiff described in the paper...	48	Emerging	314	Python
32	radames/Real-Time-Latent-Consistency-Model App showcasing multiple real-time diffusion models pipelines with Diffusers	48	Emerging	914	Python
33	xie-lab-ml/awesome-alignment-of-diffusion-models [ACM Computing Surveys] The collection of awesome papers on alignment of...	47	Emerging	407	—
34	cabralpinto/modular-diffusion Python library for designing and training your own Diffusion Models with PyTorch	47	Emerging	291	Python
35	dailenson/SDT This repository is the official implementation of Disentangling Writer and...	46	Emerging	1,343	Python
36	boschresearch/OASIS Official implementation of the paper "You Only Need Adversarial Supervision...	46	Emerging	339	Python
37	Janrupf/stable-diffusion-webui-nix Flake for running upstream stable diffusion webui on Nix	46	Emerging	27	Nix
38	LuChengTHU/dpm-solver Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic...	45	Emerging	1,825	Python
39	diff-usion/Awesome-Diffusion-Models A collection of resources and papers on Diffusion Models	45	Emerging	12,284	HTML
40	poloclub/diffusion-explainer Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion	45	Emerging	454	JavaScript
41	dailenson/One-DM Official Code for ECCV 2024 paper — One-Shot Diffusion Mimicker for...	45	Emerging	539	Python
42	tqch/ddpm-torch Unofficial PyTorch Implementation of Denoising Diffusion Probabilistic Models (DDPM)	45	Emerging	231	Python
43	filipbasara0/simple-diffusion A minimal implementation of a denoising diffusion model in PyTorch.	45	Emerging	133	Python
44	eloialonso/diamond DIAMOND (DIffusion As a Model Of eNvironment Dreams) is a reinforcement...	45	Emerging	1,988	Python
45	JosefAlbers/Aggressor Ultra-minimal autoregressive diffusion model for image generation	45	Emerging	21	Python
46	oneir0mancer/stable-diffusion-diffusers-colab-ui Run stable diffusion in Colab with UI on IPython widgets (no gradio)	44	Emerging	21	Python
47	brian6091/Dreambooth Fine-tuning of diffusion models	44	Emerging	99	Python
48	Yujun-Shi/DragDiffusion [CVPR2024, Highlight] Official code for DragDiffusion	44	Emerging	1,250	Python
49	archinetai/audio-diffusion-pytorch-trainer Trainer for audio-diffusion-pytorch	44	Emerging	129	Python
50	yandex-research/ddpm-segmentation Label-Efficient Semantic Segmentation with Diffusion Models (ICLR'2022)	44	Emerging	715	Python
51	xmindflow/DermoSegDiff [MICCAI 2023] DermoSegDiff: A Boundary-aware Segmentation Diffusion Model...	44	Emerging	89	Python
52	Fantasy-Studio/Paint-by-Example Paint by Example: Exemplar-based Image Editing with Diffusion Models	44	Emerging	1,251	Python
53	rupeshs/diffusionmagic Easy to use Stable diffusion workflows using diffusers	43	Emerging	123	Python
54	cvondrick/videogan Generating Videos with Scene Dynamics. NIPS 2016.	43	Emerging	713	Lua
55	Anthrapper/On-Device-Stable-Diffusion On Device Stable Diffusion In Mobile Devices	43	Emerging	67	Dart
56	Shilin-LU/MACE [CVPR 2024] "MACE: Mass Concept Erasure in Diffusion Models" (Official...	42	Emerging	393	Jupyter Notebook
57	robotgradient/grasp_diffusion Pytorch implementation of diffusion models on Lie Groups for 6D grasp pose...	42	Emerging	350	Jupyter Notebook
58	diStyApps/Safe-and-Stable-Ckpt2Safetensors-Conversion-Tool-GUI Convert your Stable Diffusion checkpoints quickly and easily.	42	Emerging	458	Python
59	jianqingzheng/def_diff_rec [Medical Image Analysis] Deformation-Recovery Diffusion Model (DRDM):...	42	Emerging	29	Python
60	zengxianyu/PPD-examples Code and Models for the paper NeuralRemaster with Phase-Preserving Diffusion	42	Emerging	66	Python
61	suzukimain/auto_diffusers diffusers with search engine	42	Emerging	12	Python
62	bloc97/CrossAttentionControl Unofficial implementation of "Prompt-to-Prompt Image Editing with Cross...	42	Emerging	1,344	Jupyter Notebook
63	mingukkang/elatentlpips Author's Implementation for E-LatentLPIPS	41	Emerging	179	Python
64	NVlabs/ODISE Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic...	41	Emerging	934	Python
65	omriav/blended-diffusion Official implementation for "Blended Diffusion for Text-driven Editing of...	41	Emerging	584	Jupyter Notebook
66	Correr-Zhou/MagicTailor [IJCAI 2025 (Oral)] Offical implementation of the paper "MagicTailor:...	41	Emerging	100	Python
67	Royalvice/DocDiff ACM Multimedia 2023: DocDiff: Document Enhancement via Residual Diffusion...	41	Emerging	338	Python
68	omriav/blended-latent-diffusion Official implementation for "Blended Latent Diffusion" [SIGGRAPH 2023]	40	Emerging	629	Jupyter Notebook
69	tobecwb/stable-diffusion-face-dataset Pre-rendered regularization images of men and women, mainly faces, seeking...	40	Emerging	40	—
70	dome272/Wuerstchen Official implementation of Würstchen: Efficient Pretraining of Text-to-Image Models	40	Emerging	556	Jupyter Notebook
71	gianlucatruda/TableDiffusion The first differentially-private diffusion model for tabular data	40	Emerging	33	Python
72	xu-shitong/diffusion-image-captioning implementation of paper https://arxiv.org/abs/2210.04559	40	Emerging	57	Jupyter Notebook
73	SkyWorkAIGC/SkyPaint-AI-Diffusion 基于Stable Diffusion优化的AI绘画模型。支持输入中英文文本，可生成多种现代艺术风格的高质量图像。\| An optimized...	40	Emerging	649	—
74	tonyzyl/DiffusionReconstruct Benchmarking of diffusion models for global field reconstruction from sparse...	40	Emerging	31	Python
75	infocusp/diffusion_models Minimal standalone example of diffusion model	40	Emerging	163	Jupyter Notebook
76	sony/DiffRoll PyTorch implementation of DiffRoll, a diffusion-based generative automatic...	39	Emerging	80	Jupyter Notebook
77	AmericanPresidentJimmyCarter/yasd-discord-bot Yet Another Stable Diffusion Discord Bot	39	Emerging	110	Python
78	jossalgon/StableDiffusionTelegram StableDiffusionTelegram is a telegram bot that allows to generate images...	39	Emerging	130	Python
79	juliusberner/sde_sampler Improved sampling via learned diffusions (ICLR2024) and an optimal control...	39	Emerging	74	Python
80	Auto1111SDK/Auto1111SDK An SDK/Python library for Automatic 1111 to run state-of-the-art diffusion models	39	Emerging	411	Python
81	dr413677671/PromptGallery-stable-diffusion-webui A prompt cookbook worked as stable-diffusion-webui extenstions.	39	Emerging	161	Python
82	tobecwb/stable-diffusion-regularization-images Stable Diffusion Regularization Images in 512px, 768px and 1024px on 1.5,...	39	Emerging	163	—
83	zengxianyu/structured-noise Structured Noise Generation from the paper NeuralRemaster with...	39	Emerging	32	Python
84	FirasGit/medicaldiffusion Medical Diffusion: This repository contains the code to our paper Medical...	39	Emerging	482	Jupyter Notebook
85	amazon-science/Spherical_Diffusion_Policy [ICML 2025] Official implementation of Spherical Diffusion Policy: A SE(3)...	39	Emerging	39	Python
86	IDEA-Research/HumanSD [ICCV 2023] The official implementation of paper "HumanSD: A Native...	39	Emerging	306	Python
87	parlance-zz/g-diffuser-bot Discord bot and Interface for Stable Diffusion	39	Emerging	279	Python
88	riiid/PPAP Official pytorch implementation of "Towards Practical Plug-and-Play...	38	Emerging	22	Jupyter Notebook
89	archinetai/difformer-pytorch Diffusion based transformer, in PyTorch (Experimental).	38	Emerging	24	Python
90	LuizScarlet/StableCodec [ICCV 2025] StableCodec: Taming One-Step Diffusion for Extreme Image Compression	38	Emerging	71	Python
91	crisostomi/cycle-consistent-model-merging Codebase for "C2M3: Cycle-Consistent Multi-Model Merging".	38	Emerging	12	Jupyter Notebook
92	SingleZombie/AFLDM [CVPR 2025 Oral] Alias-free Latent Diffusion Models (official implementation)	38	Emerging	107	Python
93	ZouShilong1024/CycleDiff Code for TIP2026 paper: CycleDiff: Cycle Diffusion Models for Unpaired...	38	Emerging	77	Python
94	nianticlabs/diffusionerf [CVPR 2023] DiffusioNeRF: Regularizing Neural Radiance Fields with Denoising...	38	Emerging	306	Python
95	mathpluscode/ImgX-DiffSeg A JAX-based deep learning framework for image segmentation using diffusion models.	38	Emerging	85	Python
96	icon-lab/FDB Official implementation of the Fourier-constrained diffusion bridges (FDB)...	38	Emerging	33	Python
97	jon-tow/text-sed Implementation of Self-conditioned Embedding Diffusion for Text Generation	38	Emerging	39	Python
98	bruAristimunha/Synthetic-Sleep-EEG-Signal-Generation-using-Latent-Diffusion-Models Code for the paper published in Deep Generative Models for Health Workshop...	38	Emerging	63	Python
99	zai-org/RelayDiffusion The official implementation of "Relay Diffusion: Unifying diffusion process...	38	Emerging	316	Python
100	crlandsc/tiny-audio-diffusion A repository for generating and training short audio samples with...	38	Emerging	183	Python
101	L4Ph/stable-diffusion-webui-localization-ja_JP sd.webui(AUTOMATIC1111版)の日本語化	38	Emerging	59	JavaScript
102	mkshing/e4t-diffusion Implementation of Encoder-based Domain Tuning for Fast Personalization of...	38	Emerging	324	Python
103	cobanov/awesome-diffusion A curated list of awesome Diffusion notebooks, tools, software, tutorials...	37	Emerging	216	—
104	Guaishou74851/AdcSR (CVPR 2025) Adversarial Diffusion Compression for Real-World Image...	37	Emerging	263	Python
105	deepmancer/medseg-diffusion A PyTorch implementation of MedSegDiff, a diffusion probabilistic model...	37	Emerging	18	Jupyter Notebook
106	horenbergerb/BernoulliDiffusion Simple diffusion implementation for binary-valued data using a Bernoulli...	37	Emerging	22	Python
107	Cyr-Ch/Diffusion-101 A beginner-friendly guide to building and training diffusion models from...	37	Emerging	5	Jupyter Notebook
108	BarqueroGerman/BeLFusion [ICCV2023] Official PyTorch Implementation of "BeLFusion: Latent Diffusion...	37	Emerging	123	Python
109	HReynaud/EchoDiffusion MICCAI 2023 code for the paper: Feature-Conditioned Cascaded Video Diffusion...	36	Emerging	74	Python
110	apapiu/guided-diffusion-keras Text to Image Diffusion Models in Keras	36	Emerging	77	Python
111	jina-ai/embedding-inversion-demo Embedding Inversion via Conditional Masked Diffusion: recover original text...	36	Emerging	40	Python
112	robbiewatt1/ClimateDiffuse Diffusion for climate downscaling	36	Emerging	82	Python
113	azad-academy/denoising-diffusion-model A simple guide to diffusion models. Helpful in understanding the concept and...	36	Emerging	225	Jupyter Notebook
114	zhjgao/difformer The official codebase for "Empowering Diffusion Models on the Embedding...	36	Emerging	56	Python
115	tum-pbs/sparse-reconstruction Official implementation of "Guiding diffusion models to reconstruct flow...	36	Emerging	14	Jupyter Notebook
116	gmkim-ai/Diffusion-Video-Autoencoders An official implementation of "Diffusion Video Autoencoders: Toward...	36	Emerging	150	Python
117	shivamMg/stable-diffusion-on-azureml StableDiffusion model deployed on AzureML, served via REST APIs	36	Emerging	10	Jupyter Notebook
118	ogkalu2/Sketch-Guided-Stable-Diffusion Unofficial Implementation of the Google Paper -...	36	Emerging	72	Python
119	segments-ai/latent-diffusion-segmentation A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask...	36	Emerging	104	Python
120	Algolzw/FoD Forward-only Diffusion Probabilistic Models	36	Emerging	29	Python
121	soon-yau/upgpt UPGPT: Universal Diffusion Model for Person Image Generation, Editing and...	36	Emerging	103	Jupyter Notebook
122	angusturner/diffuse PyTorch implementation of diffusion models.	36	Emerging	60	Python
123	yeungchenwa/FontDiffuser [AAAI2024] FontDiffuser: One-Shot Font Generation via Denoising Diffusion...	35	Emerging	504	Python
124	kpthedev/stable-karlo Upscaling Karlo text-to-image generation using Stable Diffusion v2.	35	Emerging	64	Python
125	REsteche/Stable_Diffusion_API This repository contains an entire backend of an application in rest API...	35	Emerging	11	Python
126	tum-pbs/Diffusion-based-Flow-Prediction Official implementation of the AIAA Journal paper "Uncertainty-aware...	35	Emerging	85	Jupyter Notebook
127	Camaltra/this-is-not-real-aerial-imagery Quizz App Using Custom Diffusion Model to create deep fake of Satelite Earth image	35	Emerging	55	Python
128	sunil-2000/pixel-GIFfusion Generating Pixel-Art-Style Gifs from Text Prompts	35	Emerging	10	Python
129	icon-lab/SelfRDB Official PyTorch implementation of SelfRDB, a diffusion bridge model for...	35	Emerging	75	Python
130	wix-incubator/DLT Diffusion Layout Transformer implementation.	35	Emerging	63	Python
131	sdkyuanpanda/SuperDiff Implementation of Diffusion Models for Conditional Generation of...	35	Emerging	6	Jupyter Notebook
132	symisc/tiny-dream Tiny Dream - An embedded, Header Only, Stable Diffusion C++ implementation	35	Emerging	265	C
133	diffusion-classifier/diffusion-classifier Diffusion Classifier leverages pretrained diffusion models to perform...	34	Emerging	486	Python
134	bageldotcom/paris paris - world's first decentralized trained open-weight diffusion model	34	Emerging	53	—
135	CogitoNTNU/DiffusionModel The application uses a Deep Learning model to generate new car images from...	34	Emerging	6	Jupyter Notebook
136	sayakpaul/nanoDiT Just another reasonably minimal repo for class-conditional training of...	34	Emerging	146	Python
137	kohinoor23/How-Diffusion-Models-Work Notes from How Diffusion Models Work by DeepLearning.ai	34	Emerging	27	Jupyter Notebook
138	Nithin-GK/T2V-DDPM [IEEE FG'23] T2V-DDPM: Thermal to Visible Face Translation using Denoising...	34	Emerging	33	Python
139	xie-lab-ml/Weak-to-Strong-Diffusion-with-Reflection [ICLR2026] The official code of "Weak-to-Strong Diffusion with Reflection".	34	Emerging	56	Jupyter Notebook
140	guyyariv/AudioToken This repo contains the official PyTorch implementation of AudioToken:...	34	Emerging	88	Python
141	InfluxOW/Stable-Diffusion-Text-To-Person How to Generate High Quality Real People in Stable Diffusion And Useful...	34	Emerging	46	—
142	Daniil-Selikhanovych/ASBM PyTorch implementation of "Adversarial Schrödinger Bridge Matching" (NeurIPS 2024)	34	Emerging	29	Jupyter Notebook
143	hayeong0/DDDM-VC Official Pytorch Implementation for "DDDM-VC: Decoupled Denoising Diffusion...	33	Emerging	243	Python
144	abt8601/diffusion-maps A library for diffusion maps (Numerical software development project)	33	Emerging	5	C++
145	MuhangTian/TimeDiff Code to generate realistic synthetic healthcare data with diffusion models	33	Emerging	31	Jupyter Notebook
146	aluo-x/BrainDiVE Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale...	33	Emerging	27	Python
147	Ly403/EMRDM [CVPR 2025] The official implementation of EMRDM, which is a novel diffusion...	33	Emerging	51	Python
148	Anzhc/Timestep-Attention-and-other-shenanigans Novel approach to scheduling timesteps for diffusion models. And other...	33	Emerging	7	Python
149	bodin-e/linear-combinations-of-latents Implementation of LOL from "Linear Combinations of Latents in Generative...	33	Emerging	4	Jupyter Notebook
150	ragor114/InsertDiffusion Official implementation for the paper "InsertDiffusion: Identity Preserving...	33	Emerging	22	Jupyter Notebook
151	Ipsedo/MusicDiffusion Music synthesis with diffusion model	33	Emerging	5	Jupyter Notebook
152	ebiiim/sd-webui-docker Yet another Docker image for stable-diffusion-webui with Kubernetes support.	32	Emerging	5	Dockerfile
153	AlejandroPqLz/tf-diffusion-scratch Implementing a Denoising Diffsuion Probabilistic Model (DDPM) on Tensorflow...	32	Emerging	13	Jupyter Notebook
154	ZichengDuan/TheChosenOne Unofficial implementation of the paper "The Chosen One: Consistent...	32	Emerging	269	Python
155	Guaishou74851/IDM (TPAMI 2025) Invertible Diffusion Models for Compressed Sensing [PyTorch]	32	Emerging	171	Python
156	AIoT-MLSys-Lab/Efficient-Diffusion-Model-Survey [TMLR 2025] Efficient Diffusion Models: A Survey	32	Emerging	170	—
157	KurisuMakise004/MMD2depth MMD2depth use MikuMikuDance model in Stable Diffusion 2.0 depth2img	32	Emerging	29	Jupyter Notebook
158	CownowAn/DiffusionNAG Official PyTorch implementation of "DiffusionNAG: Predictor-guided Neural...	32	Emerging	43	Python
159	ehristoforu/FluentlyDiffusion Modern Stable Diffusion models family - Fluently	32	Emerging	32	Python
160	HKUNLP/reparam-discrete-diffusion Reparameterized Discrete Diffusion Models for Text Generation	32	Emerging	104	Python
161	Alokia/diffusion-DDIM-pytorch This is a pytorch implementation of Denoising Diffusion Implicit Models	32	Emerging	131	Python
162	zahidkhawaja/stable-diffusion-nextjs Next.js app for serverless deployments of Stable Diffusion on Banana.dev	32	Emerging	26	JavaScript
163	tonyzyl/Diffusion-based-2DAirfoil-Generation Using diffusion models to generate 2D airfoil, with an optimization loop via...	31	Emerging	9	Jupyter Notebook
164	MICV-yonsei/DragText [WACV 2025 ORAL] Official Pytorch Code for DragText: Rethinking Text...	31	Emerging	14	Python
165	yinboc/infd Image Neural Field Diffusion Models, CVPR 2024 (Highlight)	31	Emerging	80	Python
166	Capsar/The-Rise-of-Diffusion-Models-in-Time-Series-Forecasting Literature Survey about the available Diffusion Models capable of...	31	Emerging	16	TeX
167	ryanccn/osmosis An experimental Stable Diffusion frontend	31	Emerging	14	Python
168	anujinho/code Code for the paper "Blockwise Control for Denoising Diffusion Models"	31	Emerging	4	Jupyter Notebook
169	shgaurav1/DVG Diverse Video Generation using a Gaussian Process Trigger	31	Emerging	18	Python
170	nktoan/h-edit [CVPR 2025] h-Edit: Effective and Flexible Diffusion-Based Editing via...	30	Emerging	75	Python
171	icon-lab/AdaDiff Official PyTorch implementation of AdaDiff described in the paper...	30	Emerging	57	Python
172	LouisRouss/DiffuLab DiffuLab is designed to provide a simple and flexible way to train diffusion...	30	Emerging	43	Python
173	hemangchawla/DiffusionModelSprites Deeplearning.ai \| How Diffusion Models Work Labs	30	Emerging	6	Jupyter Notebook
174	HKUNLP/diffusion-of-thoughts [NeurIPS 2024] Code for the paper "Diffusion of Thoughts: Chain-of-Thought...	30	Emerging	206	Python
175	QilaiZhang/Diffusion-FFPE Leveraging Pre-trained Models for FF-to-FFPE Histopathological Image Translation	30	Emerging	10	Python
176	benediktfesl/Diffusion_MSE Implementation of the paper "On the Asymptotic Mean Square Error Optimality...	29	Experimental	14	Python
177	martenlienen/generative-turbulence Generative turbulence model TurbDiff as proposed in "From Zero to...	29	Experimental	34	Python
178	ml-research/localizing_memorization_in_diffusion_models [NeurIPS 2024] Source code for our paper "Finding NeMo: Localizing Neurons...	29	Experimental	13	Python
179	aiden200/Stable_Diffusion_Implementation Implementation of the Stable Diffusion paper: "High-Resolution Image...	29	Experimental	1	Jupyter Notebook
180	ankile/Adversarial-Diffusion Code for a paper exploring using diffusion models to defend neural networks...	29	Experimental	9	Jupyter Notebook
181	DLR-MI/atme Official pytorch implementation of ATME [CVPR 2023 GMCV]	29	Experimental	29	Jupyter Notebook
182	cure-lab/PnPInversion [ICLR2024] Official repo for paper "PnP Inversion: Boosting Diffusion-based...	29	Experimental	389	Jupyter Notebook
183	Animadversio/DiffusionFromScratch Rebuild the Stable Diffusion Model in a single python script. Tutorial for...	29	Experimental	224	Python
184	daspartho/MagicMix Implementation of MagicMix: Semantic Mixing with Diffusion Models paper	29	Experimental	32	Jupyter Notebook
185	tr-nukala/pytorch_diffusion A minimal PyTorch diffusion model demo that teaches denoising concepts using...	29	Experimental	1	Jupyter Notebook
186	liyuantsao/HoliSDiP The official repository of "HoliSDiP: Image Super-Resolution via Holistic...	29	Experimental	9	Python
187	egrinstein/roomfuser Acoustic impulse response generation using diffusion models	29	Experimental	76	Jupyter Notebook
188	GaParmar/group-inference Scalable group inference for generating high quality and diverse images with...	28	Experimental	42	Python
189	AshishKumar4/FlaxDiff A simple, easy-to-understand library for diffusion models using Flax and...	28	Experimental	41	Jupyter Notebook
190	azad-academy/personalized-diffusion A Tutorial on Customized Image Generation by Fine-Tuning the Stable Diffusion Models	28	Experimental	14	Jupyter Notebook
191	IntellectGen/flashface Unofficial PyTorch Implementation for paper FlashFace	28	Experimental	15	Python
192	DataCTE/SDXL-Training-Improvements 📊 Research-focused SDXL training framework exploring novel optimization...	28	Experimental	21	Python
193	azad-academy/stable-diffusion-model-tutorial An easy guide to stable diffusion models.	28	Experimental	60	Jupyter Notebook
194	chunyu-li/ddpm 扩散模型的简易 PyTorch 实现	28	Experimental	112	Python
195	mattroz/diffusion-ddpm Implementation of "Denoising Diffusion Probabilistic Models", Ho et al., 2020	28	Experimental	33	Python
196	Esmail-ibraheem/Stable-Diffusion-pytorch 🎨"Denoising Diffusion Probabilistic Models" paper implementation. a stable...	28	Experimental	11	Python
197	julioasotodv/ie-c4-466671-diffusion-models Material for lectures on Diffusion models at IE university	27	Experimental	78	Jupyter Notebook
198	WZDTHU/TiM Transition Models	27	Experimental	146	Python
199	jh-jeong/smoothing-multiscale Code for the paper "Multi-scale Diffusion Denoised Smoothing" (NeurIPS 2023)	27	Experimental	15	Python
200	erfanzar/InstinctiveDiffuse A cutting-edge text-to-image generator model that leverages state-of-the-art...	27	Experimental	13	Python
201	G-U-N/Rectified-Diffusion [ICLR 2025] Rectified Diffusion: Straightness Is Not Your Need	27	Experimental	245	Python
202	ovega14/sun_diffusion Diffusion for SU(N) degrees of freedom	27	Experimental	2	Wolfram Language
203	tristan-deep/joint-diffusion Official code repository for the paper: Removing Structured Noise using...	27	Experimental	24	Python
204	Lemon-cmd/diffusion-jax Diffusion Probabilistic Model in Jax	27	Experimental	13	Python
205	darioShar/DLPM ICLR25 \| Official code base for Heavy-Tailed Diffusion with Denoising Levy...	26	Experimental	31	Python
206	xrsrke/stable-diffusion-from-scratch Implementation of Stable Diffusion from scratch [WORK IN PROGRESS]	26	Experimental	22	Jupyter Notebook
207	QY-H00/attention-interpolation-diffusion [NeurIPS 2024] Official Implementation of Attention Interpolation of...	26	Experimental	108	Jupyter Notebook
208	AdeeshKolluru/AdsorbDiff [ICML'24] Adsorbate Placement via Conditional Denoising Diffusion	26	Experimental	23	Python
209	edshkim98/DiffusionIQT An official repository for 'A 3D Conditional Diffusion Model for Image...	25	Experimental	16	Python
210	mradovic38/sprite-flow Flow-based generative model for unguided generation of 128x128 RGBA pixel...	25	Experimental	5	Jupyter Notebook
211	AmitVaisman/Turbo-DDCM Official implementation of the paper "Turbo-DDCM: Fast and Flexible...	24	Experimental	10	Python
212	ilic-mezza/differentiable-sdn Differentiable Scattering Delay Networks (DAFx25)	24	Experimental	16	Python
213	Rishikesh-Jadhav/Multi-Modal-Image-Generation-using-Grounding-DINO-SAM-and-Stable-Diffusionv2 A project to combine Grounding-DINO with Meta AI's Segment Anything Model...	24	Experimental	5	Jupyter Notebook
214	Tinker-Twins/Sim2Real-Diffusion Sim2Real Diffusion: Learning Cross-Domain Adaptive Representations for...	24	Experimental	4	Jupyter Notebook
215	eliahuhorwitz/Conffusion Official Implementation for the "Conffusion: Confidence Intervals for...	24	Experimental	144	Python
216	linden-li/collage-diffusion-ui An open source, layer-based web interface for Collage Diffusion - use a...	24	Experimental	68	Python
217	carlosholivan/AudioGenerationDiffusion State-of-the-art of Audio Generation with Diffusion Models	24	Experimental	5	—
218	ADicksonLab/AGDIFF Implementation of AGDIFF: Attention-Enhanced Diffusion for Molecular...	24	Experimental	16	Python
219	itspranavajay/Merge-Diffusion-Tool Merge Diffusion Tool is an open-source solution for merging LoRA models,...	24	Experimental	28	Python
220	thuml/dynamical-diffusion About Code release for "Dynamical Diffusion: Learning Temporal Dynamics with...	24	Experimental	27	Python
221	zapaishchykova/SynthBrainGrow Repo for the paper "SynthBrainGrow: Synthetic Diffusion Brain Aging for ...	23	Experimental	4	Jupyter Notebook
222	AmzadHossainrafis/Diffusion_model Diffusion models are a class of generative models that excel in image...	23	Experimental	1	Jupyter Notebook
223	rahulkhunte/rahulk-ddpm DDPM (Denoising Diffusion Probabilistic Models) implemented from scratch in...	23	Experimental	1	Python
224	VCG-team/DiffSegmenter Official implementation for "Diffusion Model is Secretly a Training-free...	23	Experimental	54	Jupyter Notebook
225	khchan123/stable-diffusion-webui-ec2 A quickstart automation to deploy stable-diffusion-webui with AWS EC2	23	Experimental	4	—
226	wlfeng0509/Awesome-Diffusion-Distillation A list of papers, docs, codes about diffusion distillation.This repo...	23	Experimental	40	—
227	theodelfolie/MinDiffusion A minimal, educational implementation of a *Denoising Diffusion...	23	Experimental	2	Python
228	4m4n5/NASDM Pytorch implementation of NASDM: Nuclei-Aware Semantic Histopathology Image...	22	Experimental	20	Jupyter Notebook
229	chrismado/dit-image-generation From-scratch PyTorch Diffusion Transformer (DiT) for class-conditional image...	22	Experimental	—	Python
230	BASE-Laboratory/PorousDiff Generative Surrogate Modelling for battery electrode microstructures using...	22	Experimental	1	—
231	aju22/DDPM This is an easy to understand, simplified, broken-down implementation of...	22	Experimental	27	Jupyter Notebook
232	chikap421/catlvdm [ICLR 2026 - ReALM-GEN] This repository accompanies the paper...	22	Experimental	10	Python
233	AgamChopra/Diffusion-generator Diffusion based generative model to synthesize 2d images from random noise...	21	Experimental	3	Python
234	FLUOLANET/Oxford_102_Flower_Tiny_DDPM 🛴Work in Progress	21	Experimental	—	Jupyter Notebook
235	AndreasLH/ML_Ops_stable_diffusion Machine Learning Operations with a denoising diffusion model using a...	21	Experimental	11	HTML
236	Al-Kharba/EDM2 Unofficial implementation of EDM2: Analyzing and Improving the Training...	21	Experimental	12	Python
237	Aaronaferns/Building-Diffusion-Models Experimental sandbox for diffusion: Focus on minimal architectural changes...	21	Experimental	—	Python
238	dineshdaultani/DiffAUD [CVPR 2024] Source code for "Diffusion-Based Adaptation for Classification...	20	Experimental	6	Python
239	AlexandreNap/Denoising-Diffusion-Probabilistic-Model-toy-project Simple Denoising Diffusion Probabilistic Model for 2d data points	20	Experimental	6	Jupyter Notebook
240	egeyavuzcan/diffusion-flow-models-research A comprehensive collection of research papers and resources on...	20	Experimental	3	—
241	pittisl/FreezeAsGuard Code for paper "FreezeAsGuard: Mitigating Illegal Adaptation of Diffusion...	20	Experimental	5	Python
242	MichWozPol/LEGO_StableDiffusion The project aim was to fine-tune the stable diffusion model in order to...	19	Experimental	16	Python
243	haldersourav/mnist-diffusion A PyTorch implementation of diffusion model on MNIST dataset	19	Experimental	3	Python
244	edshkim98/LocalDiffusion-Hallucination Official code for 'Tackling Structural Hallucination in Image Translation...	19	Experimental	27	Python
245	Alokia/diffusion-DDPM-pytorch This is a pytorch implementation of Denoising Diffusion Probabilistic Models	19	Experimental	31	Python
246	chen-hao-chao/mdm-prime [NeurIPS 2025] Beyond Masked and Unmasked: Discrete Diffusion Models via...	19	Experimental	24	Python
247	datvodinh/diffusion-model Simple implementation of Diffusion model from scratch with Pytorch Lightning	19	Experimental	4	Python
248	Radinyn/diffusion-snake Diffusion based Snake world model	19	Experimental	3	Python
249	NITHISHM2410/diffusion-model-tf-ddpm The repository currently encompasses diffusion model implemented using the...	19	Experimental	4	Python
250	NITHISHM2410/diffusion-model-tf-generativefill This repo uses diffusion models to apply generative fill on regions of images	19	Experimental	3	Python
251	louisc-s/Conditional-Diffusion-Model Code for implemeting a conditional DDPM trained on CIFAR10	19	Experimental	13	Python
252	danilodjor/denoising-diffusion Implementation of the original denoising diffusion probabilistic model...	18	Experimental	2	Python
253	alcazar90/ddpo-celebahq Reward Finetuning on Diffusion Models using DDPO	18	Experimental	2	Python
254	snowy-the-arctic-fox/Stable-Diffusion A stable diffusion AI just like DALLE, but with a little spice.	17	Experimental	1	Jupyter Notebook
255	ES7/Diffusion-Models-UNet Complete guide on Diffusion Model from definition to training and inference	17	Experimental	1	Jupyter Notebook
256	yhsure/drifting-models-pytorch PyTorch implementation of Generative Modeling via Drifting	16	Experimental	3	TeX
257	teKsafari/blacksnow-cc stateful + deterministic generative engine	15	Experimental	2	—
258	andrey-okhotin/star-shaped Official PyTorch implementation for the paper Star-Shaped Denoising...	15	Experimental	26	Jupyter Notebook
259	Lenubolim/TextDiff Official code implementation of " TextDiff: Mask-Guided Residual Diffusion...	14	Experimental	24	—
260	mohamed-elkholy95/diffusion-image-gen Diffusion model image generation with U-Net architecture, linear/cosine...	14	Experimental	—	Python
261	tuananhbui89/Erasing-Adversarial-Preservation NeurIPS 2024 - Erasing Undesirable Concepts in Diffusion Models with...	14	Experimental	17	Python
262	MahanVeisi8/Latent-Diffusion-MNIST-DDPM-using-Autoencoder Unlock the potential of latent diffusion models with MNIST! 🚀 Dive into...	14	Experimental	16	Jupyter Notebook
263	wdcqc/WaveFunctionDiffusion Wave Function Collapse x Stable Diffusion, tile map generation with...	14	Experimental	24	Python
264	TwelfthBam/flower-diffusion-model A custom implementation of a Denoising Diffusion Probabilistic Model (DDPM)...	14	Experimental	1	Python
265	Wassely5/Generative-AI-Diffusion-Models A foundational framework and implementation of Denoising Diffusion...	14	Experimental	—	Python
266	randomaccess2023/KPC_DDPM_128 This repository hosts the codebase for the conference paper titled...	13	Experimental	—	Jupyter Notebook
267	HichTala/LoRA-DiffusionDet Official implementation of the paper Analyzing the Impact of Low-Rank...	13	Experimental	3	Python
268	Play3rZer0/diffusion-models-ai A project that simulates the forward and reverse diffusion process in...	13	Experimental	—	Python
269	ProfessorNova/Diffusion-Model-Game-Engine This project uses diffusion models to generate the next frame in real-time....	13	Experimental	3	Python
270	liadsantos/ddpm-mnist Implementation from scratch of DDPM with classifier-free guidance using MNIST dataset	13	Experimental	—	Jupyter Notebook
271	thefcraft/prompt-generator-stable-diffusion Prompt Generator model for Stable Diffusion Models	13	Experimental	12	Python
272	sustainable-computing/PrivDiffuser Code for "PrivDiffuser: Privacy-Guided Diffusion Model for Data Obfuscation...	13	Experimental	—	Python
273	ISCODEVUTB/EcomFruitAI Fruit Images with Diffusion Models	13	Experimental	—	Jupyter Notebook
274	sandner-art/Photomatix SD/SDXL Utilities, Styles, and Wildcards for SD Models Photomatix/Cinematix	13	Experimental	11	—
275	speckly/sucorn_loras Low-Rank Adaptations for Stable Diffusion	13	Experimental	—	—
276	PrudhviGudla/ddpm-ddim-2d-manifold A from scratch PyTorch implementation of DDPM and DDIM samplers trained on...	13	Experimental	—	Jupyter Notebook
277	AiharaMahiru/traning_sakura A personalized dataset trained specifically for painters, using...	13	Experimental	14	—
278	Walleclipse/Diffusion-NLC Enhancing Sample Generation of Diffusion Models using Noise Level Correction	12	Experimental	3	Python
279	Shaswat2001/diffusion_practice Repository to implement Diffusion Models	12	Experimental	1	Python
280	z3lka/basic_diffusion_model Training diffusion model on pixel art dataset	11	Experimental	—	Python
281	UditAkhourii/Udility-Diffuser A labeled-image generation model based out of Meta Llama 3.5.	11	Experimental	—	Jupyter Notebook
282	girishdhegde/diffusion Implementation of Diffusion based generative models from scratch in PyTorch	11	Experimental	—	Jupyter Notebook
283	nithin-kamal/diffusion_model_unet UNet based Diffusion Model: Implemented a UNet-based diffusion model to...	11	Experimental	—	Jupyter Notebook
284	smrfeld/diff-pytorch Diffusion model in PyTorch	11	Experimental	—	Python
285	matteodoria/Stable-Diffusion-Dataset-Generation This repository contains a class-conditional adaptation of the stable...	11	Experimental	3	Python
286	kchemorion/tabdifflow Hybrid diffusion model and normalizing flow framework for synthetic tabular data	11	Experimental	—	Python
287	ISDementyev/DiffuseDigits Diffusion Model for generating monochrome digits (from 0-9), trained on MNIST	11	Experimental	—	Python

Comparisons in this category

diffusers and stable-diffusion-webui (87 vs 60) stable-diffusion-webui and stable-diffusion-webui-colab (60 vs 55) stable-diffusion-webui and web-stable-diffusion (60 vs 53) stable-diffusion-webui and stable-diffusion-cpp-python (60 vs 58) diffusers and stable-diffusion-videos (87 vs 61) diffusers and audio-diffusion-pytorch (87 vs 55) diffusers and Awesome-Diffusion-Models-in-Medical-Imaging (87 vs 51) diffusers and stable-diffusion-colab (87 vs 51) diffusers and Diffusion_models_tutorial (87 vs 51) diffusers and azula (87 vs 56)