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

Endangered AI
19 Apr 202407:54

TLDRStable Diffusion 3, the latest AI image generator, is now available as an API through Stability AI's website. Despite financial challenges, Stability AI will release the model to the open-source community soon, requiring a subscription. The video provides a tutorial on using Stable Diffusion 3 with Comfy UI, showcasing the model's capabilities and text generation. The community eagerly awaits the open-source release to explore further enhancements and applications.

Takeaways

  • πŸš€ Stable Diffusion 3 has been released and is available as an API through the Stability AI website.
  • πŸ”‘ A Stability AI subscription is required to access Stable Diffusion 3, which is a change from the previous open-source model access.
  • πŸ’Έ Stability AI is facing financial issues, which has caused concern in the open-source community about continued access to their models.
  • πŸ“ˆ Despite the need for a subscription, the community is relieved that Stability AI will release the model to the open-source community.
  • πŸ› οΈ To start using Stable Diffusion 3, one must have Comfy UI updated and install the Stability API nodes for Comfy UI.
  • πŸ” The current API nodes are limited, but the open-source release is expected to bring more flexibility and innovation.
  • πŸ–ΌοΈ Stable Diffusion 3 is capable of generating high-quality images with impressive text rendering.
  • πŸ€” There are still some issues with certain elements like hands in the generated images.
  • πŸ“Έ The model can take an image input and use it similarly to an IP adapter or control net, maintaining many original elements.
  • 🎨 Experimentation with prompts shows that Stable Diffusion 3 can handle natural language prompts more effectively than previous versions.
  • 🌐 The community is eagerly awaiting the open-source release to explore and expand the capabilities of Stable Diffusion 3.

Q & A

  • What is Stable Diffusion 3?

    -Stable Diffusion 3 is an AI image generator that has been released as an API through the Stability AI website.

  • Is Stable Diffusion 3 available for open source use?

    -Stable Diffusion 3 is not immediately available as an open source model, but Stability AI has promised to release it to the open source community after a subscription fee is paid.

  • Why is there a subscription fee for accessing Stable Diffusion 3?

    -The subscription fee is a decision made by Stability AI to raise funds promptly while facing financial issues, ensuring the company's survival and the continued availability of the model to the community.

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

    -To use Stable Diffusion 3 with Comfy UI, one needs to update Comfy UI, install the Stability API nodes for Comfy UI, and then use the nodes to generate images with the API key provided.

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

    -The limitations include the lack of a wide range of nodes and the inability to fully utilize the capabilities of the model until it is released to the open source community.

  • What can be expected from the open source community once they get access to Stable Diffusion 3?

    -The open source community is expected to iterate on the model, potentially developing new nodes and technologies that can enhance the capabilities of Stable Diffusion 3.

  • What is the current status of the image quality produced by Stable Diffusion 3?

    -While the text generation and natural language prompt handling are impressive, there are still some issues with the quality of the images, such as problems with hands.

  • How does Stable Diffusion 3 handle image prompts in addition to text prompts?

    -Stable Diffusion 3 can take an image prompt and act as if it's an IP adapter or a control net, allowing for the manipulation of elements in the image while keeping most of the original intact.

  • What are some of the output formats available for images generated by Stable Diffusion 3?

    -The output formats for images generated by Stable Diffusion 3 include PNG, JPEG, and others, with all images being 1 megapixel derived from a 1024x1024 base.

  • What is the author's stance on the subscription fee for accessing Stable Diffusion 3?

    -The author understands the need for a subscription fee given Stability AI's financial situation but hopes that the open source community will continue to have access to the models.

Outlines

00:00

πŸš€ Launch of Stable Diffusion 3 API and Upcoming Open Source Release

Stable Diffusion 3 has been released as an API through the Stability AI website, with plans to release the model to the open source community soon, albeit requiring a Stability AI subscription. Despite financial challenges faced by Stability AI, the narrator expresses happiness about the model's eventual open source availability. The video will guide viewers on how to get started with Stable Diffusion 3 using Comfy UI, and the narrator will showcase the model's capabilities and share more images on Instagram and Discord. The process of installing the Stability API nodes for Comfy UI is detailed, including how to generate images using the API with specific prompts and aspect ratios, and the limitations due to the current availability of nodes are discussed.

05:01

πŸ€– Experimenting with Stable Diffusion 3's Image and Text Generation Features

The narrator describes their experience experimenting with Stable Diffusion 3's image generation capabilities, noting the impressive text generation and the model's understanding of natural language prompts. They discuss feeding an image into the model and observing how it acts similarly to an IP adapter or control net, maintaining many elements of the original image while allowing for prompt-based manipulation. The video also explores changing the art style with varying degrees of success, highlighting the need for further experimentation to understand the model's limits. The narrator acknowledges mixed opinions online about the quality of Stable Diffusion 3's output, particularly regarding issues with rendering hands, but remains optimistic about the community's potential to enhance the model once it becomes openly accessible. The video concludes with a discussion on the open source model's subscription fee, suggesting it as a reasonable solution considering the costs of research and company operations.

Mindmap

Keywords

Stable Diffusion 3

Stable Diffusion 3 is the latest version of a revolutionary AI image generator. It is highlighted in the video as a significant update that the community has been eagerly anticipating. The video discusses its release as an API through the Stability AI website and the upcoming open-source release, which is crucial for the community's access to the technology. The script mentions the financial challenges faced by Stability AI and the decision to require a subscription for access, which is a point of contention among some users.

API

API stands for Application Programming Interface, which is a set of rules and protocols that allows different software applications to communicate with each other. In the context of the video, Stable Diffusion 3 is made available as an API, meaning users can integrate the image generation capabilities into their own applications or services by using the provided API endpoints.

Open Source

Open source refers to a type of software whose source code is made available to the public, allowing anyone to view, modify, and distribute the software. The video script discusses the community's concern about the potential lack of access to Stable Diffusion 3 as an open-source model, and the relief when Stability AI confirmed its intention to release the model to the open-source community.

Comfy UI

Comfy UI is a user interface for the popular software GPT-2, which is used for text generation. In the script, the narrator mentions that it is easier to start using Stable Diffusion 3 on Comfy UI rather than on Automatic1111, indicating that Comfy UI is a preferred platform for interacting with the new image generation model.

Control Net

Control Net is a technology used in AI image generation that allows for more control over the output, such as maintaining certain elements of an input image while altering others. The video script describes an instance where feeding an image into Stable Diffusion 3 seems to act as a Control Net, keeping many elements the same while allowing for some manipulation through prompts.

Aspect Ratio

Aspect ratio is the proportional relationship between the width and height of an image or screen, commonly expressed as two numbers separated by a colon. The video script mentions the ability to select from different aspect ratios when using Stable Diffusion 3, indicating a level of customization for the generated images.

API Key

An API key is a unique identifier used to authenticate requests to an API. In the context of the video, the narrator instructs the audience to insert their API key into the Comfy UI to access and use the Stable Diffusion 3 model, emphasizing the need for authentication to use the service.

Image Prompt

An image prompt is a visual input provided to an AI system to guide the generation of an image. The video script describes how feeding an image into Stable Diffusion 3 can influence the output, with the AI using the input image in a way that resembles an IP adapter or a Control Net.

Text Generation

Text generation refers to the AI's ability to create textual content based on given prompts or conditions. The video script praises Stable Diffusion 3's text generation capabilities, noting that the AI can produce high-quality text within images, which is a significant feature of the new model.

Subscription Fee

A subscription fee is a recurring payment made by users to access a service or product over a certain period. The video script discusses the controversy around Stability AI's decision to charge a subscription fee for access to Stable Diffusion 3, which is a departure from the traditional open-source model but necessary for the company's financial sustainability.

Community

In the context of the video, the community refers to the group of individuals who are interested in and actively engaged with the development and use of AI technologies like Stable Diffusion. The script emphasizes the community's anticipation for the release of Stable Diffusion 3 and their potential contributions once the model is open-sourced.

Highlights

Stable Diffusion 3, a new AI image generator, has been released and is available as an API through the Stability AI website.

Stability AI plans to release the weights of Stable Diffusion 3 to the open source community, but requires a subscription.

Financial issues at Stability AI have raised concerns about open source access to Stable Diffusion 3.

The video will demonstrate how to get started with Stable Diffusion 3 using Comfy UI.

Comfy UI is currently the easier platform to start using Stable Diffusion 3 compared to Automatic1111.

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

Stable Diffusion 3 is accessible via API nodes, allowing it to run on any computer by sending prompts to Stability AI's server.

The current API nodes are limited, but the open source release is expected to enable more functionalities.

After installing the nodes, users can select the Stable Diffusion 3 model and input prompts to generate images.

The generated images showcase impressive text rendering capabilities of Stable Diffusion 3.

Hands in the generated images by Stable Diffusion 3 sometimes exhibit issues.

Experimentation with the model indicates it can understand natural language prompts more effectively.

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

The model's ability to follow prompts and generate images with subtle differences is demonstrated.

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

Some users are disappointed with the quality of Stable Diffusion 3's output, despite its text generation capabilities.

The video creator discusses the balance between Stability AI's need for funding and the open source community's expectations.

A call for community feedback on the current situation with Stable Diffusion 3 and Stability AI is made.

Casual Browsing

Stable Diffusion 3 HANDS ON! How Good Is It Really?

2024-05-09 23:10:01

Stable Diffusion 3 Announced! How can you get it?

2024-06-13 12:55:01

Stable Diffusion 3 - How to use it today! Easy Guide for ComfyUI

2024-06-13 12:00:01

Stable Diffusion 3 IS FINALLY HERE!

2024-06-13 11:30:00

How To Start Using DeepArt For Beginners 2024! (Full Tutorial)

2024-06-18 05:30:00