Stable Diffusion 3 Announced! How can you get it?

Stability AI has announced Stable Diffusion 3, a significant upgrade to their text-image model with enhanced capabilities in prompt understanding, image quality, and text recognition. The new model demonstrates improved text integration into images, as showcased in various examples compared to its predecessors. Users can sign up for the waitlist on the Stability AI website, with a white paper expected to be released soon. The announcement has generated excitement, with some YouTubers already confirmed to have access.

Takeaways

• 🚀 **Stable Diffusion 3 Announcement**: Stability AI has announced Stable Diffusion 3, which is expected to have improved prompt understanding and text integration in generated images.
• 📝 **Text Recognition**: The new model demonstrates better text recognition and style integration within images, as shown in the comparison with Dolly and Mid Journey models.
• 🌟 **Improved Performance**: Stability AI's news post mentions that Stable Diffusion 3 will have greatly improved performance in multi-prompt, image quality, and spelling abilities.
• 📈 **Quality vs. Text**: While image quality may not see significant improvement, the model's text handling capabilities are highlighted as a key advancement.
• 📸 **Cherry-Picked Examples**: The examples provided are cherry-picked to showcase the model's strengths, particularly in text integration and prompt understanding.
• 📝 **Text in Images**: The model successfully incorporates text into images, as seen with the 'Stable Diffusion 3' text appearing in various styles and settings.
• 🔍 **Waitlist Available**: Interested users can sign up for a waitlist to access the early preview of Stable Diffusion 3.
• 📄 **Upcoming White Paper**: A white paper detailing the model will be released, followed by invitations to the preview for those on the waitlist.
• 👀 **Public Examples**: Stability AI team members have shared examples on Twitter with prompts, demonstrating the model's capabilities.
• 🎨 **Aesthetic Appeal**: While Mid Journey may offer more cinematic visuals, Stable Diffusion 3 and Dolly outperform it in terms of prompt accuracy and text recognition.
• 📈 **Advanced Prompt Understanding**: The model shows an impressive level of understanding of complex prompts, including color, object arrangement, and environmental context.

Q & A

What is the main feature of Stable Diffusion 3 announced by Stability AI?

The main feature of Stable Diffusion 3 is its improved prompt understanding and text integration within generated images.

How does Stable Diffusion 3 handle text in images compared to Dolly and Mid Journey?

Stable Diffusion 3 has better text recognition and style integration, making the text a more natural part of the generated image, whereas Dolly and Mid Journey sometimes lack text or do not integrate it as effectively.

What does Stability AI's announcement about Stable Diffusion 3 indicate about its performance?

The announcement indicates that Stable Diffusion 3 will have greatly improved performance in multi-prompt understanding, image quality, and spelling abilities.

Is Stable Diffusion 3 currently available for public use?

No, Stable Diffusion 3 is not yet available for public use, but interested individuals can sign up for the waitlist on Stability AI's website.

How can one join the waitlist for Stable Diffusion 3?

To join the waitlist for Stable Diffusion 3, one can sign up through the Stability AI website by clicking on the provided link and submitting the sign-up form.

What is the significance of the white paper that Stability AI is planning to release?

The white paper will likely provide detailed information about the technology behind Stable Diffusion 3, its capabilities, and how it compares to previous models.

What is the process Stability AI will follow after releasing the white paper?

After releasing the white paper, Stability AI will start inviting people to join the preview of Stable Diffusion 3.

How can one find more examples and information about Stable Diffusion 3?

Additional examples and information can be found by searching on the internet, particularly on Twitter, where Stability AI staff members have posted images and prompts related to Stable Diffusion 3.

What is the general public's current access to Stable Diffusion 3?

The general public currently has limited access to Stable Diffusion 3, with only a few individuals, such as some YouTubers, having confirmed access.

How does Stable Diffusion 3 handle complex prompts that include specific textual elements?

Stable Diffusion 3 demonstrates strong prompt understanding, accurately incorporating specific textual elements into the generated images, as shown in the examples provided in the transcript.

What is the difference between Stable Diffusion 3 and its predecessors in terms of text integration?

Stable Diffusion 3 shows an improved ability to integrate text into images, making the text more legible and stylistically consistent with the prompt, compared to its predecessors.

What is the current status of Stable Diffusion 3 in terms of public availability and testing?

As of the time of the transcript, Stable Diffusion 3 is in early preview and not publicly available. However, a waitlist has been set up for those interested in testing it once it becomes available.

Outlines

00:00

📚 Introduction to Stable Diffusion 3 and Text Integration

The video introduces Stable Diffusion 3, a new model by Stability AI, focusing on its prompt understanding and text integration capabilities. The host compares Stable Diffusion 3 with Dolly and Mid Journey using a prompt about a wizard casting a spell. While Stable Diffusion 3 successfully includes the text 'stable diffusion 3' in the generated image, Dolly fails to recognize the text, and Mid Journey's text is not integrated into the image style. The video also mentions that Stable Diffusion 3 will offer improved performance in multi-prompts, image quality, and spelling abilities, though it is not yet available for public use. The audience is encouraged to sign up for a waitlist to try the model in the future.

05:02

🔍 Comparative Analysis of Prompt Understanding

The host continues by analyzing the prompt understanding of Stable Diffusion 3, Dolly, and Mid Journey using various examples. In one example, the prompt involves a computer screen displaying 'welcome' and graffiti with 'sd3'. Stable Diffusion 3 and Dolly perform well, while Mid Journey's text accuracy is inconsistent. The video suggests that a proper comparison will be possible once users can generate images themselves. The host also highlights an example where Stable Diffusion 3 successfully interprets a complex prompt involving a kitchen scene with an embroidered cloth, a baby tiger, and a lit candle, demonstrating good prompt recognition. The video concludes with a mention of additional examples available on Twitter and invites viewer engagement in the comments section.

Keywords

Stable Diffusion 3

Stable Diffusion 3 is the latest version of a text-to-image AI model developed by Stability AI. It represents a significant advancement in AI technology, with improved capabilities for understanding and incorporating text into images based on user prompts. In the video, it's highlighted by its ability to generate images with accurate text representation, such as the prompt 'stable diffusion three' being visibly incorporated into the artwork.

Prompt Understanding

Prompt understanding refers to the AI's ability to interpret and act upon the text prompts given by users. In the context of the video, this is crucial for generating images that match the user's request. The comparison between Stable Diffusion 3 and other models demonstrates how effectively each can understand and incorporate text into the generated images, with Stable Diffusion 3 showing a high level of prompt comprehension.

Text Recognition

Text recognition in AI-generated images is the ability of the AI to not only place text within an image but also to ensure that it is spelled correctly and styled according to the prompt. The video script discusses how Stable Diffusion 3 excels in text recognition, with examples showing the correct spelling of 'stable diffusion' in various scenarios, which is a key improvement over previous models.

Image Quality

Image quality refers to the resolution, clarity, and overall visual appeal of the images produced by the AI. While the script does not indicate a significant improvement in image quality for Stable Diffusion 3 over its predecessors, it is implied that the model maintains high standards of visual output, which is essential for creating realistic and engaging images.

Multi-Modal Prompts

Multi-modal prompts are inputs that include more than one type of data or instruction, such as text and descriptive elements that guide the AI to generate images with specific characteristics. The video mentions that Stable Diffusion 3 has greatly improved performance with multi-modal prompts, meaning it can better understand and execute complex instructions that involve both text and other descriptive elements.

White Paper

A white paper is an authoritative report or guide that provides information and analysis to help readers understand a specific issue. In the context of the video, Stability AI plans to release a white paper detailing the advancements and capabilities of Stable Diffusion 3. This document will likely offer in-depth insights into the technology and its potential applications.

Wait List

A wait list is a list of people who have expressed interest in a product or service and are awaiting its availability. The video script mentions that those interested in using Stable Diffusion 3 can sign up for a wait list, indicating that the AI model is not yet widely available but will be soon, with access granted gradually to those on the list.

Twitter

Twitter is a social media platform where users post and interact with messages known as 'tweets'. In the video, Twitter is mentioned as a source where people can find examples of Stable Diffusion 3's output, as well as posts from Stability AI team members, like Andre, who share images and prompts that demonstrate the AI's capabilities.

Embroidered Text

Embroidered text refers to the process of decorating fabric or other materials with needlework to create designs or text. In the video, an example prompt involves an embroidered cloth with the text 'good night', showcasing the AI's ability to understand and render such detailed elements in its generated images, including the style and placement of the embroidery.

Cinematic Vibe

A cinematic vibe refers to the visual and emotional qualities of an image that resemble those of a film or movie scene, often characterized by dramatic lighting, composition, and color grading. The video script describes an example where the generated image of a kitchen scene with an embroidered cloth and a lit candle has a cinematic vibe, indicating that Stable Diffusion 3 can create images with a visually appealing and emotionally engaging atmosphere.

Highlights

Stable Diffusion 3 has been announced by Stability AI, featuring improved prompt understanding and text recognition in images.

The new model is capable of generating text that is more integrated into the style of the image, as demonstrated by the 'stable diffusion three' text within an image.

Stability AI's announcement mentions greatly improved performance in multi-modal prompts, image quality, and spelling abilities.

Comparisons with other models like Dolly and Mid Journey show that Stable Diffusion 3 has better text recognition and prompt understanding.

The model is not yet available for public use, but interested individuals can sign up for the waitlist on the Stability AI website.

A white paper detailing the model is expected to be released in the coming days, followed by invitations to a preview.

Early examples of Stable Diffusion 3's capabilities include accurately rendering text within complex images, such as 'go big or go home' on a sign and 'dream' on a bus.

The model demonstrates an understanding of color and order, as seen in an example with correctly numbered and colored transparent glass bottles.

Stable Diffusion 3 shows strong prompt understanding, as evidenced by an image featuring a red sphere, blue cube, green triangle, a dog, and a cat in the described positions.

The model's ability to integrate text into images is highlighted by examples where text becomes a part of the artwork, such as 'good night' on an embroidered cloth.

Stability AI's team, including Andre, has shared more examples and prompts on Twitter, showcasing the model's capabilities.

While the text quality in Stable Diffusion 3 is impressive, the image quality is said to be on par with current models, with no significant improvement noted yet.

The model's performance is considered to be at an 'okay' level currently, with the potential for more accurate comparisons once the model is publicly available for testing.

Users eager to test Stable Diffusion 3 are encouraged to join the waitlist to be among the first to access the model.

The announcement has generated excitement within the AI and tech communities, with many looking forward to the white paper and subsequent access to the model.

Stability AI's focus on improving text-image integration and prompt understanding sets Stable Diffusion 3 apart from other models in the field.

The model's ability to understand and render complex prompts, including text within images, positions it as a significant advancement in AI-generated art.