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A curated list of awesome stable diffusion resources 🌟

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Start hereUIsLibrariesTrainingControl and conditioningUpscale and restoreLocal and edgeIntegrationsVideo and 3DDesktop apps

Use this list with your AI agent

Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:

"Show me control and conditioning resources from awesome-stable-diffusion"

Installation instructions →

What's inside

Control and conditioning

Training

  • ai-toolkit

    All-in-one training toolkit for FLUX/SDXL and other diffusion models.

  • kohya_ss

    Popular GUI wrapper around kohya training scripts.

  • LyCORIS

    Alternative network architectures for efficient fine-tuning.

  • musubi-tuner

    Kohya training scripts specialized for video diffusion models.

  • OneTrainer

    Unified GUI and scripts for training diffusion models including FLUX and SDXL.

  • sd-scripts

    Core training scripts for DreamBooth and LoRA.

UIs

  • automatic

    Opinionated, actively maintained fork of Stable Diffusion WebUI.

  • ComfyUI

    Most powerful modular diffusion GUI with a graph/nodes interface.

  • ComfyUI-Custom-Scripts

    Utility and workflow enhancement nodes for ComfyUI.

  • ComfyUI-Easy-Use

    Efficiency nodes that integrate common utilities for faster ComfyUI workflows.

  • ComfyUI-KJNodes

    Quality-of-life utility and model optimization nodes for ComfyUI.

  • ComfyUI_LayerStyle

    Photoshop-style layer, mask and compositing nodes for ComfyUI.

Integrations

Video and 3D

Local and edge

  • ComfyUI-GGUF

    GGUF quantization support for native ComfyUI models (FLUX/SD3).

  • ComfyUI-nunchaku

    ComfyUI nodes for 4-bit SVDQuant inference of FLUX and related models.

  • mflux

    Native MLX port of FLUX and related models for Apple Silicon.

  • MochiDiffusion

    Native Stable Diffusion on Mac.

  • Mold

    CLI-native local AI image/video/3D generation in Rust/Candle with CUDA/Metal and MCP.

  • stable-diffusion.cpp

    Stable Diffusion and Flux inference in pure C/C++.

Upscale and restore

  • ComfyUI-Impact-Pack

    Detector, detailer, and upscaler nodes for image enhancement in ComfyUI.

  • IOPaint

    Inpainting and object removal powered by modern AI models.

  • Real-ESRGAN

    Practical AI image upscaler commonly used with Stable Diffusion.

Libraries

  • DiffSynth-Studio

    Unified diffusion engine with VRAM management, training and inference for FLUX, Wan and SD models.

  • Diffusers

    Official Hugging Face library for diffusion pipelines and training helpers.

  • flux

    Official inference code for FLUX.1 open-weight models.

Showing a sample of 59 resources. View the full list on GitHub →