Stable Diffusion 3 is out! How to start using it!

Endangered AI
19 Apr 202407:54

TLDRStable Diffusion 3, the latest image generator, is now available as an API through Stability AI's website, with plans for an open-source release soon. Despite financial challenges, Stability AI will require a subscription for access. The video demonstrates how to use Stable Diffusion 3 on Comfy UI, showcasing its capabilities and discussing the community's anticipation for further developments once the model is open-sourced. The text generation and prompt understanding are highlighted as impressive features, with the community looking forward to enhancing the model's capabilities.

Takeaways

  • 🚀 Stable Diffusion 3 has been released and is available as an API through the Stability AI website.
  • 🔑 To access Stable Diffusion 3, a Stability AI subscription is required due to the company's financial issues.
  • 📈 The open source community was initially concerned about access to the model, but Stability AI plans to release it soon.
  • 🛠️ Getting started with Stable Diffusion 3 is easier on Comfy UI than on Automatic1111, where no plugin was found.
  • 💻 Users can run Stable Diffusion 3 on any computer by sending prompts to the Stability AI server, overcoming hardware limitations.
  • 🚫 However, the current API nodes are limited in functionality, which may restrict creative options until the model is open-sourced.
  • 🔄 After installing the Stability API nodes for Comfy UI, users can select the model and input prompts to generate images.
  • 📜 The script demonstrates generating an image of a 'pirate Queen' with specific aspect ratios and output formats.
  • 🖼️ Stable Diffusion 3 has shown impressive text generation and the ability to understand natural language prompts.
  • 🤔 There are still some issues, such as with rendering hands, which the community may address once the model is open-sourced.
  • 🌐 The community is curious to see the developments and iterations that will emerge once the model is in the public domain.
  • 💭 Some users are disappointed with the output quality of Stable Diffusion 3, but the text and prompt understanding are praised.

Q & A

  • What is Stable Diffusion 3 and why is it significant?

    -Stable Diffusion 3 is a new image generator that has been released as an API through the Stability AI website. It's significant because it represents the latest advancement in AI-generated images and is expected to offer improved features over its predecessors.

  • Is Stable Diffusion 3 available for open source use currently?

    -As of the script's recording, Stable Diffusion 3 is not yet available as an open-source model. However, Stability AI has promised to release the weights to the open-source community soon, with access requiring a subscription.

  • What are some of the financial issues Stability AI is facing?

    -The script mentions that Stability AI is running into financial issues, which has caused some concern within the open-source community regarding the availability of Stable Diffusion 3 as an open-source model.

  • How can one get started with Stable Diffusion 3 using Comfy UI?

    -To get started with Stable Diffusion 3 in Comfy UI, one needs to update Comfy UI, install the Stability API nodes for Comfy UI, and then use the Stability SD3 node to input prompts and generate images using the API.

  • What are the limitations of using Stable Diffusion 3 through the API in Comfy UI?

    -The limitations include the nodes being very limited in functionality and the inability to take full advantage of technologies like IP adapter control net due to the current API-only availability.

  • How does Stable Diffusion 3 handle text in images?

    -Stable Diffusion 3 has been praised for its ability to generate high-quality text within images. It can understand and incorporate text prompts effectively, leading to impressive results.

  • What happens when an image is fed into Stable Diffusion 3 along with a prompt?

    -When an image is fed into Stable Diffusion 3 with a prompt, it acts as if it's an IP adapter or a control net, maintaining many elements of the original image while allowing for manipulation of certain elements based on the prompt.

  • What is the base resolution for images generated by Stable Diffusion 3?

    -The base resolution for images generated by Stable Diffusion 3 is 1 megapixel, derived from a 1024x1024 base.

  • What are some of the community's reactions to the output quality of Stable Diffusion 3?

    -Some people online have expressed dissatisfaction with the quality of the output from Stable Diffusion 3, noting issues with certain aspects like the depiction of hands.

  • What does the future hold for Stable Diffusion 3 once it is released to the open-source community?

    -Once released to the open-source community, it's expected that the model will be iterated upon, with the potential for significant advancements and improvements, especially with technologies like control nets and adapter control.

  • What is the stance of the video creator on the subscription fee for accessing Stable Diffusion 3?

    -The video creator understands Stability AI's need to raise funds promptly and stay true to their open-source roots, and while they don't necessarily agree with the subscription fee approach, they see it as a reasonable solution given the circumstances.

Outlines

00:00

🚀 Launch of Stable Diffusion 3 API

The script introduces the release of Stable Diffusion 3, a new image generator, available initially as an API through Stability AI's website. Despite recent financial challenges faced by Stability AI, the script expresses relief that the model will be open-sourced to the community, albeit with a subscription fee. The video promises a tutorial on getting started with Stable Diffusion 3 using Comfy UI, and highlights the model's capabilities and the anticipation of the community's reception once the model is accessible. The script also mentions the plan to share more images on Instagram and Discord.

05:01

🤖 Experimenting with Stable Diffusion 3's Features

This paragraph delves into the practical experimentation with Stable Diffusion 3's capabilities, particularly its text-to-image generation and the handling of image prompts. The script discusses the model's ability to interpret natural language prompts and its current limitations, such as issues with rendering hands. It also touches on the community's mixed reactions to the model's output quality and the implications of the model being behind a paywall. The video script ends with a call for community feedback on the situation with Stable Diffusion 3 and Stability AI, and an acknowledgment of the need for financial support to maintain the development and availability of such models.

Mindmap

Keywords

💡Stable Diffusion 3

Stable Diffusion 3 is a new image generator that has been released as an API through the Stability AI website. It is a significant update in the realm of AI-generated images, and the video discusses its availability and how to start using it. The term is central to the video's theme, as it is the main subject being introduced and explored.

💡API

API stands for Application Programming Interface, which is a set of rules and protocols for building software applications. In the context of the video, Stable Diffusion 3 is made available as an API, meaning users can interact with it programmatically. This is a key concept because it explains how users can access and use Stable Diffusion 3 at the moment.

💡Open Source Community

The open source community refers to a group of individuals who contribute to and maintain open source projects, which are software or other projects with publicly accessible source code. The video mentions the open source community in relation to the potential release of Stable Diffusion 3's weights, indicating the collaborative and sharing nature of this community.

💡Financial issues

Financial issues refer to the economic challenges faced by a company or organization. The video script mentions that Stability AI is experiencing financial issues, which is a critical point as it influences the company's decision to release Stable Diffusion 3 as a subscription-based service rather than entirely open source.

💡Comfy UI

Comfy UI is a user interface for the software application Comfy, which is used for various creative tasks including working with AI models. The video provides instructions on how to update and use Comfy UI to interact with Stable Diffusion 3, making it an essential tool in the process described.

💡Control Net

Control Net is a technology used in AI image generation that allows for more control over the output, such as specific details or styles. The video script mentions that once the model is released to the open source community, there is potential for utilizing technologies like Control Net with Stable Diffusion 3.

💡Aspect Ratio

Aspect ratio is the proportional relationship between the width and height of an image or screen, commonly used in photography and design. The video discusses selecting different aspect ratios for the generated images by Stable Diffusion 3, which is an important parameter for users looking to customize their output.

💡API Key

An API key is a unique identifier used to authenticate requests to an API. In the video, inserting the API key is a necessary step for users to access and use Stable Diffusion 3 through the API, illustrating the practical steps involved in utilizing the technology.

💡Image Prompt

An image prompt is a visual input provided to an AI model to guide the generation of an image. The video demonstrates how feeding an image into Stable Diffusion 3 can influence the output, suggesting that it acts similarly to an IP adapter or control net, which is a significant feature of the model.

💡Natural Language Prompts

Natural language prompts refer to the use of everyday language to communicate with AI models, as opposed to highly technical or coded instructions. The video notes that Stable Diffusion 3 seems to handle natural language prompts more effectively, which is an important aspect for user-friendliness and accessibility.

💡Subscription Fee

A subscription fee is a recurring payment made by users to access a service or product. The video discusses the requirement of a Stability AI subscription to access Stable Diffusion 3, which is a point of contention among some users but also a necessity for the company's financial sustainability.

Highlights

Stable Diffusion 3 is released and available as an API through the Stability AI website.

Stability AI plans to release the weights to the open source community soon.

A subscription to Stability AI is required to access Stable Diffusion 3 initially.

Financial issues at Stability AI have raised concerns about open source access to the model.

The speaker is teaching how to get started with Stable Diffusion 3 in Comfy UI.

Instructions on updating Comfy UI and installing the Stability API nodes are provided.

Stable Diffusion 3 can be used on any computer by sending prompts to Stability AI's server.

Current nodes are limited due to the API-only availability of Stable Diffusion 3.

The model's release to the open source community is anticipated to enhance its capabilities.

The process of generating an image with Stable Diffusion 3 involves selecting the model, inputting a prompt, and choosing aspect ratios and output formats.

The generated images from Stable Diffusion 3 are of high quality, particularly in text generation.

Issues with hands in generated images are still present in Stable Diffusion 3.

Feeding an image into Stable Diffusion 3 can act as an IP adapter or control net.

Experimentation with prompts shows the model handles natural language more effectively than previous versions.

The speaker is curious about the potential developments once the open source community gets access to the model.

Some disappointment with the quality output of Stable Diffusion 3 is expressed by the community.

The speaker suggests that a small subscription fee for Stability AI is reasonable given the situation.

The speaker invites viewers to share their thoughts on the current situation with Stable Diffusion 3 and Stability AI.