Install Stable Diffusion 3 Locally: Step-by-Step with StableSwarmUI & ComfyUI

pixaroma
13 Jun 202425:24

TLDRThis tutorial guides viewers on installing Stable Diffusion 3 locally, offering a step-by-step process for two interfaces: StableSwarmUI and ComfyUI. It covers prerequisites like installing git and .NET, downloading models from Hugging Face, and setting up the UIs with customization options. The video also demonstrates generating images with different models, adjusting settings for optimal results, and managing workflows in ComfyUI.

Takeaways

  • πŸ˜€ Stable Diffusion 3 has been released and the tutorial covers its installation using two interfaces: StableSwarmUI and ComfyUI.
  • πŸ› οΈ For Windows 10 users, manual installation of git and .NET 8 is required, while Windows 11 handles this automatically.
  • πŸ”— Links for downloading necessary files like the bat file are provided in the description of the tutorial video.
  • πŸ“ It's recommended to create a new folder on the D drive or a similar location for the installation, avoiding the Program Files directory.
  • πŸ’Ύ The installation process involves downloading .NET 8, which is approximately 220 megabytes, and may take some time.
  • πŸ”’ Users may need to bypass Windows security warnings to run the downloaded bat file, but the file is confirmed to be safe.
  • ⚠️ The Swarm UI is under the MIT license, but models like Stable Diffusion 3 are for personal use only, with commercial use requiring a license.
  • 🎨 The tutorial demonstrates how to customize the installation, including choosing a theme and settings for both Swarm UI and ComfyUI.
  • πŸ“± The video also guides on how to create shortcuts for easy access to the installed interfaces and models.
  • 🌐 Accessing Stable Diffusion 3 models involves logging into the hugging face website and downloading models for non-commercial use.
  • πŸ–ΌοΈ The video explains the process of generating images using Stable Diffusion 3, including setting up the model, choosing settings, and inputting prompts.
  • πŸ”„ The tutorial includes instructions for updating the Swarm UI, launching the interface, and managing models and workflows in ComfyUI.

Q & A

  • What is the title of the tutorial video?

    -The title of the tutorial video is 'Install Stable Diffusion 3 Locally: Step-by-Step with StableSwarmUI & ComfyUI'.

  • Which two interfaces are covered in the tutorial for using Stable Diffusion 3?

    -The tutorial covers the installation and usage of Stable Diffusion 3 on two interfaces: StableSwarmUI and ComfyUI.

  • Is the StableSwarmUI available for all operating systems?

    -StableSwarmUI can be installed on various operating systems, but the tutorial specifically demonstrates the installation process on Windows.

  • What prerequisites are needed for installing StableSwarmUI on Windows 10?

    -For Windows 10, you need to manually install git and .NET 8 before installing StableSwarmUI.

  • What is the purpose of the bat file provided in the tutorial?

    -The bat file provided in the tutorial is used to download and initiate the installation process for StableSwarmUI on Windows systems.

  • What is the MIT license mentioned in the tutorial?

    -The MIT license mentioned in the tutorial refers to the license under which the Swarm UI is released, allowing for personal use but requiring a commercial license for business use.

  • How can you customize the installation of StableSwarmUI?

    -During the installation process of StableSwarmUI, you can customize settings such as choosing a theme and configuring advanced options to suit your preferences.

  • What is the recommended model to download from the Hugging Face website for Stable Diffusion 3?

    -The tutorial recommends downloading the 'sd3 medium' model from the Hugging Face website for Stable Diffusion 3.

  • What is the process for updating the StableSwarmUI after installation?

    -To update the StableSwarmUI, you can click on the 'update' option in the interface, which is specific to your operating system.

  • How can you create a shortcut for easy access to the StableSwarmUI interface?

    -You can create a shortcut by right-clicking on the bat file, selecting 'Create shortcut', renaming it, changing its icon, and then placing it on your desktop for easy access.

  • What are the recommended settings for generating an image with the Stable Diffusion 3 model using StableSwarmUI?

    -The recommended settings include using 28 steps for the steps, a CFG scale of 4.5, enabling the sampler with DPM Plus+ 2m, and selecting the scheduler as SGM uniform.

Outlines

00:00

πŸš€ Installation of Stable Diffusion 3 with Swarm UI

This paragraph details the process of installing Stable Diffusion 3 using the Swarm UI on Windows operating systems. It covers the prerequisites such as installing git and .NET 8, especially for Windows 10 users. The tutorial guides viewers on downloading a batch file from a provided GitHub link, setting up a new folder, and running the installer. It also mentions the MIT license under which Swarm UI is available and the need for a commercial license for its models. The installation process includes customization options, theme selection, and model downloads. The paragraph concludes with instructions on launching the Swarm UI and creating a shortcut for ease of access.

05:01

πŸ” Downloading and Using Stable Diffusion 3 Models

The paragraph explains how to access and download Stable Diffusion 3 models from the Hugging Face website. It guides users through creating an account, verifying their email, and filling out a form to download the models. The tutorial then shows how to integrate these models into the Swarm UI by placing them in the appropriate folders and using the refresh button to update the interface. It also covers how to generate images using the models with different settings and prompts, highlighting the use of text encoders and the importance of selecting the right model for the desired output quality.

10:02

πŸ–ΌοΈ Exploring Model Settings and Advanced Workflows with Comfy UI

This section delves into the use of different models and their recommended settings for optimal image generation. It discusses the process of downloading additional models from the Civit AI website, such as the Juggernaut models, and how to apply the recommended settings for each. The paragraph also introduces the Comfy UI and its advanced features, including the Comfy workflow tab for more complex tasks. It provides a step-by-step guide on installing Comfy UI, customizing the interface, and accessing server information for monitoring resource usage.

15:04

πŸ› οΈ Installing and Customizing Comfy UI with Manager

The paragraph focuses on installing and setting up Comfy UI, including the additional manager tool for handling custom nodes and models. It explains how to download and extract Comfy UI, launch it with the appropriate batch file, and use the manager to install missing nodes, update Comfy UI, and manage models. The tutorial also covers the process of importing workflows, checking for missing nodes, and generating images with different models and settings. It emphasizes the importance of organizing models and workflows for a streamlined user experience.

20:05

🎨 Testing Image Generation with Various Models and Prompts

This paragraph demonstrates the testing of different models in Comfy UI using fixed and randomized seeds with various prompts. It shows the process of generating images with the Juggernaut XL model, a smaller version 1.5, and the sd3 model, comparing the results and adjusting settings for optimal outcomes. The tutorial also explores the use of the workflow gallery for finding and importing different workflows, adjusting settings based on the model, and troubleshooting node errors.

25:09

🌐 Community and Further Exploration of AI Tools

The final paragraph extends an invitation to join the creator's Discord server and YouTube channel for further engagement with the AI community. It mentions the sharing of news, resources, and discussions about AI tools on the server, and the posting of short AI experiment videos on the secondary YouTube channel named 'AI Tolay'. The paragraph concludes with a call to action for viewers to like the video if they found it useful, followed by a musical outro.

Mindmap

Keywords

πŸ’‘Stable Diffusion 3

Stable Diffusion 3 is an advanced AI model developed for generating images from textual descriptions. It is a significant update to the previous versions, offering improved capabilities and features. In the video, the tutorial focuses on installing and using Stable Diffusion 3 through two different interfaces, emphasizing its role as the central tool for the content presented.

πŸ’‘StableSwarmUI

StableSwarmUI is one of the two interfaces introduced in the video for working with Stable Diffusion 3. It is a user interface developed by Stability AI and is still in beta, which means it is a testing version. The script provides a step-by-step guide on how to install and customize StableSwarmUI, highlighting its importance in the installation process of Stable Diffusion 3.

πŸ’‘ComfyUI

ComfyUI is the second interface mentioned in the video for interacting with Stable Diffusion 3. It offers a different set of features and customization options compared to StableSwarmUI. The tutorial includes instructions on how to install ComfyUI and suggests that users can choose the interface that best suits their preferences.

πŸ’‘Git

Git is a version control system used for tracking changes in source code during software development. In the context of the video, Git is a prerequisite for installing Stable Diffusion 3 via StableSwarmUI, and the tutorial explains how to install it on Windows systems.

πŸ’‘.NET

.NET is a free, cross-platform, open-source developer platform for building all types of applications. The script mentions .NET 8 as a necessary component for the installation of Stable Diffusion 3 on Windows systems, emphasizing the importance of having the correct version for the software to function properly.

πŸ’‘Hugging Face

Hugging Face is a company that provides a platform for developers to share and collaborate on machine learning models. In the video, the Hugging Face website is used to access and download Stable Diffusion 3 models, which are essential for the image generation process.

πŸ’‘Models

In the context of AI and image generation, 'models' refer to the trained AI systems capable of generating images from text prompts. The video discusses various models like 'sd3 medium' and 'Juggernaut XL', which are different versions of Stable Diffusion 3 with varying capabilities and file sizes.

πŸ’‘Workflow

A workflow in the video refers to a series of steps or processes that the user follows to achieve a specific outcome using ComfyUI. It includes the sequence of nodes in the interface that dictate how the AI processes the input to generate an image.

πŸ’‘Text Encoders

Text encoders are components of the AI system that interpret textual prompts and translate them into a format that the AI model can understand. The video mentions 'clip G' and 'clip L' as examples of text encoders used in conjunction with Stable Diffusion 3.

πŸ’‘Legal Notice

The legal notice mentioned in the script refers to the licensing terms associated with the use of StableSwarmUI and the models like Stable Diffusion 3. It clarifies that while the interface is under the MIT license, the models are for personal use only, and commercial use requires purchasing a license.

πŸ’‘Generate

In the context of the video, 'generate' refers to the action of creating an image using the Stable Diffusion 3 model based on a given textual prompt. The script describes the process of inputting a prompt and using the AI model to produce the desired image output.

Highlights

Introduction to the tutorial on installing Stable Diffusion 3 locally.

Two interfaces for Stable Diffusion 3: StableSwarmUI and ComfyUI.

StableSwarmUI is in beta and available on GitHub.

Prerequisites for Windows 10 include manual installation of git and .NET 8.

Windows 11 automates the installation process.

Downloading a .bat file to initiate the installation.

Creating a new folder outside of Program Files for the installation.

Running the .bat file may require administrative permissions.

Downloading and installing .NET 8, which is around 220 megabytes.

Legal notice about the MIT license and personal use limitation of the models.

Customizing installation settings for Swarm UI.

Choosing models to download and the option to download custom models separately.

Launching the StableSwarmUI interface and monitoring installation progress.

Instructions for creating a shortcut to the StableSwarmUI for easy access.

Accessing the Hugging Face website to download Stable Diffusion 3 models.

Account creation process on Hugging Face for model access.

Selecting and downloading the appropriate Stable Diffusion 3 model.

Placing the downloaded model in the correct folder for Swarm UI.

Using the refresh button in Swarm UI to recognize the newly downloaded model.

Generating images with Stable Diffusion 3 using various settings and prompts.

Exploring recommended settings for different models on the Civit AI website.

Downloading and testing additional models like Juggernaut XL for comparison.

Instructions for installing Comfy UI and its interface overview.

Using the Comfy UI manager for additional functionalities.

Importing and testing workflows in Comfy UI.

Troubleshooting workflow errors and installing missing nodes.

Joining a Discord server for AI tool discussions and sharing generated images.

Invitation to subscribe to a secondary YouTube channel focused on AI experiments.