The Diffusion Directory

Quality-scored directory of 4,662 diffusion models, updated daily. Every model scored on maintenance, adoption, maturity, and community signals.

Diffusion models generate images, video, and 3D content from text prompts. Includes Stable Diffusion, ComfyUI workflows, and fine-tuning tools.

Verified

10

70–100

Established

78

50–69

Emerging

1,429

30–49

Experimental

3,145

10–29

Top models by quality score

# Model Score
1 huggingface/diffusers

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio...

90
2 civitai/civitai

A repository of models, textual inversions, and more

89
3 bghira/SimpleTuner

A general fine-tuning kit geared toward image/video/audio diffusion models.

86
4 hao-ai-lab/FastVideo

A unified inference and post-training framework for accelerated video generation.

85
5 Comfy-Org/comfy-cli

Command Line Interface for Managing ComfyUI

84
6 thu-ml/TurboDiffusion

TurboDiffusion: 100–200× Acceleration for Video Diffusion Models

73
7 Vchitect/VBench

[CVPR2024 Highlight] VBench - We Evaluate Video Generation

73
8 Comfy-Org/ComfyUI

The most powerful and modular diffusion model GUI, api and backend with a...

72
9 mcmonkeyprojects/SwarmUI

SwarmUI (formerly StableSwarmUI), A Modular Stable Diffusion...

71
10 vladmandic/sdnext

SD.Next: All-in-one WebUI for AI generative image and video creation,...

70
11 leejet/stable-diffusion.cpp

Diffusion model(SD,Flux,Wan,Qwen Image,Z-Image,...) inference in pure C/C++

69
12 YanWenKun/ComfyUI-Docker

🐳Dockerfile for 🎨ComfyUI. | 容器镜像与启动脚本

67
13 runpod-workers/worker-comfyui

ComfyUI as a serverless API on RunPod

67
14 nateraw/stable-diffusion-videos

Create 🔥 videos with Stable Diffusion by exploring the latent space and...

66
15 FlorianFuerrutter/genQC

Generative Quantum Circuits

65
16 Acly/comfyui-tooling-nodes

Nodes for using ComfyUI as a backend for external tools. Send and receive...

65
17 Stability-AI/stability-sdk

SDK for interacting with stability.ai APIs (e.g. stable diffusion inference)

64
18 VectorSpaceLab/OmniGen

OmniGen: Unified Image Generation. https://arxiv.org/pdf/2409.11340

64
19 LykosAI/StabilityMatrix

Multi-Platform Package Manager for Stable Diffusion

64
20 quantgirluk/aleatory

📦 Python library for Stochastic Processes Simulation and Visualisation

63

Browse by category

Image Generation

321 models

ComfyUI Extensions

245 models

Diffusion Model Frameworks

215 models

AI Image Generation Platforms

207 models

Diffusion Model Implementations

205 models

Multimodal Conditioned Generation

166 models

Image Generation Frameworks

140 models

Video Editing Diffusion

135 models

Compositional T2I Generation

133 models

Image-to-3D Generation

129 models

SD WebUI Extensions

122 models

Computational Imaging Diffusion

111 models

Diffusion Deployment Serving

106 models

Diffusion Deployment Infrastructure

103 models

Diffusion Web Interfaces

89 models

Image-to-Image Translation

77 models

Style Transfer Diffusion

76 models

Multi-Modal AI Assistants

69 models

Diffusion Sampling Inference

68 models

GAN Architectures Implementations

67 models

ONNX Runtime Inference

64 models

Colab Notebook Implementations

64 models

Prompt Optimization Extensions

59 models

GAN-Based T2I

57 models

Video Diffusion Models

56 models

Diffusion Adversarial Robustness

56 models

Text-to-Image Wrappers

54 models

Diffusion RLHF Alignment

53 models

3D Object Generation

51 models

T2I Evaluation Benchmarks

50 models

Speech Synthesis Diffusion

50 models

LoRA Training Tools

47 models

Flux Model Tools

44 models

Text-to-Image Generation

43 models

Molecular Structure Generation

42 models

Discord Image Generation Bots

41 models

Gan Image Generation

40 models

Image Gallery Managers

40 models

Medical Image Diffusion

40 models

Low Light Image Restoration

36 models

Interactive Image Editing

34 models

DALL-E Playground Apps

34 models

Diffusion Trajectory Planning

32 models

Nano Banana Tools

32 models

Text-Guided Inpainting

32 models

Flow Matching Models

31 models

Score-Based Generative Models

31 models

Image Restoration Diffusion

30 models

Text-to-Video Generation

30 models

Telegram Image Bots

29 models

Virtual Try-On

27 models

Image Inpainting

26 models

Stable Diffusion Implementations

26 models

AI Skill Integrations

25 models

Variational Autoencoders

25 models

DreamBooth Fine-Tuning

24 models

3D Scene Reconstruction

22 models

Image Denoising Networks

22 models

Computer Vision Learning

22 models

AI Story Generation

21 models

Face Generation GANs

21 models

Diffusion Language Models

18 models

AI Marketing Automation

17 models

Multimodal Vision Language

16 models

ControlNet Tools

14 models

Character Motion Animation

13 models

Neural Radiance Fields

12 models

Binding Affinity Prediction

11 models

Mixup Augmentation Frameworks

11 models

Vision Transformer Optimization

8 models

Game Playing Agents

8 models

Cartoon Style Transfer

8 models

Video Frame Interpolation

7 models

Monocular Depth Estimation

7 models

Neural Style Transfer

6 models

Medical Image Registration

6 models

3D Vision Transformers

6 models

Anomaly Detection Systems

6 models

Grayscale Image Colorization

5 models

Gaussian Splatting Rendering

5 models

Domain Adaptation Frameworks

5 models

Stable Diffusion Tools

4 models

Clip Vision Language

4 models

Human Pose Estimation

4 models

Neural Differential Equations

3 models

Knowledge Distillation Frameworks

3 models

Visual Slam Systems

3 models

Image Prompt Engineering

3 models

Comfyui Node Extensions

3 models

Causal Inference Ml

3 models

Multimodal Search Engines

2 models

Fastspeech Tts Models

2 models

Image Super Resolution

2 models

Audio Noise Reduction

2 models

Deepfake Detection Systems

2 models

Molecular Structure Design

2 models

Multi View Clustering

2 models

Vision Language Models

2 models

Nlp Paper Repositories

2 models

Uncertainty Quantification Deeplearning

2 models

Wireless Signal Processing

2 models

Variational Autoencoder Implementations

2 models

Text To Image Applications

2 models

Synthetic Data Generation

2 models

Normalizing Flows Pytorch

2 models

Neural Data Compression

2 models

Face Swapping Tools

2 models

Backdoor Attack Defenses

2 models

Knowledge Distillation Compression

2 models

Data Augmentation Techniques

2 models

Optimal Transport Ml

2 models

Ml Robustness Frameworks

2 models

Trajectory Prediction Ml

2 models

Medical Image Segmentation

2 models

Chemical Property Ml

1 models

Text To Speech Frameworks

1 models

Robotics Control Optimization

1 models

Transformer Interpretability Mechanistic

1 models

Ai Children Storytelling

1 models

Variational Autoencoders Nlp

1 models

Llm Compression Optimization

1 models

Ai Video Generation

1 models

Nano Gpt Variants

1 models

Point Cloud Processing

1 models

Self Supervised Learning

1 models

Generative Ai Learning Projects

1 models

Semantic Segmentation Techniques

1 models

Llm Implementation Tutorials

1 models

Gpt Multilingual Training

1 models

Vision Language Instruction Tuning

1 models

Uncategorized

1 models

Neural Vocoder Implementations

1 models

Neural Architecture Search

1 models

Audio Music Learning

1 models

Safety Robustness Evaluation

1 models

Unet Segmentation Pytorch

1 models

Adversarial Attack Frameworks

1 models

Healthcare Rag Systems

1 models

Gpt Model Fine Tuning

1 models

Graph Language Models

1 models

Llm Fine Tuning

1 models

Continual Learning Frameworks

1 models

Julia Ml Frameworks

1 models

State Space Model Architectures

1 models

Model Confidence Calibration

1 models

Personal Llm Companions

1 models

Rag Starter Projects

1 models

Gaussian Process Frameworks

1 models

Handwritten Text Recognition

1 models

Person Reidentification Datasets

1 models

Protein Engineering Design

1 models

Semantic Segmentation Models

1 models

Fashion Recommendation Systems

1 models

Aerial Robot Reinforcement Learning

1 models

Llm Reasoning Research

1 models

Clinical Llm Tools

1 models

Fashion Mnist Classification

1 models

Mixture Of Experts Llms

1 models

Graph Neural Networks

1 models

Autonomous Driving Projects

1 models

Dimensionality Reduction Techniques

1 models

Clinical Code Embeddings

1 models