Stable Diffusion Docker

Supported Models

A variety of models are supported. These models offer a variety of styles and capabilities, ranging from realistic to anime-inspired outputs. You can explore more models and their details on the Hugging Face Model Hub. Supported models include:

| Provider | Model Name | Option using --model | | :---------------- | :---------------------------------------------------------------------------------------------------------------- | :-------------------------------------------- | | CompVis | Stable Diffusion 1.0 | 'CompVis/stable-diffusion' | | CompVis | Stable Diffusion 1.4 | 'CompVis/stable-diffusion-v1-4' | | Runway ML | Stable Diffusion 1.5 | 'runwayml/stable-diffusion-v1-5' | | Stability AI | Stable Diffusion 2.0 | 'stabilityai/stable-diffusion-2' | | Stability AI | Stable Diffusion 2.1 | 'stabilityai/stable-diffusion-2-1' | | Stability AI | Stable Diffusion XL Base 1.0 | 'stabilityai/stable-diffusion-xl-base-1.0' | | Stability AI | Stable Diffusion XL Refiner 1.0 | 'stabilityai/stable-diffusion-xl-refiner-1.0' | | Stability AI | Stable Diffusion 3 Medium | 'stable-diffusion-3-medium' | | Dreamlike Art | Dreamlike Diffusion 1.0 | 'dreamlike-art/dreamlike-diffusion-1.0' | | Dreamlike Art | Dreamlike Diffusion 2.0 | 'dreamlike-art/dreamlike-diffusion-2.0' | | Dreamlike Art | Dreamlike Photoreal 2.0 | 'dreamlike-art/dreamlike-photoreal-2.0' | | Hakurei | Waifu Diffusion 1.3 | 'hakurei/waifu-diffusion-v1-3' | | Hakurei | Waifu Diffusion 1.4 | 'hakurei/waifu-diffusion-v1-4' | | PromptHero | OpenJourney 1.0 | 'prompthero/openjourney' | | ByteDance | SDXL-Lightning | 'ByteDance/SDXL-Lightning' | | Monster Labs | Controlnet QR Code Monster v2 For SD-1.5 | 'monster-labs/control_v1p_sd15_qrcode_monster'| | Nitrosocke | Ghibli-Diffusion | 'nitrosocke/Ghibli-Diffusion' |

Example Usage

To use a specific model, simply pass the corresponding option to the --model argument in your command.

sh python scripts/txt2img.py --model 'stabilityai/stable-diffusion-2-1' --prompt "A futuristic cityscape" --plms

sh ./build.sh run --model 'prompthero/openjourney' --prompt 'abstract art'

This command runs the Stable Diffusion 2.1 model to generate an image based on the prompt "A futuristic cityscape" using the PLMS sampling method.

Supported Interfaces

Please consult each respective website for a comprehensive description and usage guidelines.

| Name | Description | URL | | :-------------- | :---------------------------------------------------------------------------------------------------------------------- | :---------------------------------------------------- | | Automatic1111 | A browser interface based on Gradio library for Stable Diffusion. | https://github.com/AUTOMATIC1111/stable-diffusion-webui | | ComfyUI | A powerful and modular stable diffusion GUI and backend. | https://github.com/comfyanonymous/ComfyUI | | Easy diffusion | The easiest way to install and use Stable Diffusion on your computer. | https://github.com/easydiffusion/easydiffusion | | FaceFusion | Next generation face swapper and enhancer. | https://github.com/facefusion/facefusion | | Fooocus | Fooocus is a rethinking of Stable Diffusion and Midjourney’s designs. | https://github.com/lllyasviel/Fooocus | | Forge | An optimized fork of Automatic1111. | https://github.com/lllyasviel/stable-diffusion-webui-forge | | InvokeAI | InvokeAI is a leading creative engine for Stable Diffusion models. | https://github.com/invoke-ai | | Kohya | Kohya's GUI provides a Windows-focused Gradio GUI for Kohya's Stable Diffusion trainers. | https://github.com/bmaltais/kohya_ss | | Lama Cleaner | A free and open-source inpainting tool powered by SOTA AI model. | https://github.com/Sanster/lama-cleaner | | SD.Next | This project started as a fork from Automatic1111 WebUI and it grew significantly. | https://github.com/vladmandic/automatic | | SwarmUI | A modular Stable Diffusion Web-User-Interface, with an emphasis on making powertools easily accessible, high performance, and extensibility. | https://github.com/mcmonkeyprojects/SwarmUI |

References

• https://github.com/fboulnois/stable-diffusion-docker
• https://github.com/AbdBarho/stable-diffusion-webui-docker
• https://github.com/grokuku/stable-diffusion
• https://github.com/ai-dock/
• https://github.com/YanWenKun/ComfyUI-Docker
• https://github.com/bentoml/stable-diffusion-server
• https://github.com/AbdBarho/stable-diffusion-webui-docker/tree/master