Stable Diffusion 3 Announced! How can you get it?

Sebastian Kamph
24 Feb 202407:56

TLDRThe video script discusses the recent announcement of Stable Fusion 3 by Stability AI, highlighting its advanced text-image generation capabilities. It compares Stable Fusion 3 with other models like Dolly and Mid Journey, showcasing improved text recognition and integration into images. The script also mentions the upcoming release of a white paper and a waitlist for early access, suggesting that while Stable Fusion 3 shows promise, a more comprehensive evaluation is needed once it's widely available.

Takeaways

  • πŸš€ Stable Fusion 3 by Stability AI has been announced, focusing on prompt understanding and text generation in images.
  • 🌟 The new model aims to improve performance in multi-prompt scenarios, image quality, and spelling abilities.
  • πŸ“Έ A comparison between Stable Fusion 3, Dolly3, and Mid Journey shows varying results in text recognition and style matching.
  • πŸ” Stable Fusion 3 demonstrates better text integration into the image, as seen in the example with the wizard casting a spell.
  • 🎨 Dolly3 excels in prompt understanding but sometimes lacks text recognition, as shown in the examples.
  • πŸ“ Mid Journey provides a more cinematic vibe but may not always capture the exact text or style from the prompt.
  • πŸ“° The text 'Stable Fusion' is clearly integrated into images generated by Stable Fusion 3, showcasing its text capabilities.
  • πŸ“ Stability AI's website offers a sign-up for a waitlist to access the early preview of Stable Fusion 3.
  • πŸ“„ A white paper on Stable Fusion 3 is expected to be released soon, followed by invitations for the preview.
  • πŸ” Users can find more examples and prompts by following Stability AI and developers like Andre on Twitter.
  • πŸ“Έ The prompt understanding of Stable Fusion 3 is evident in examples like the embroidered cloth with 'Good Night' and the red, blue, and green glass bottles.

Q & A

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

    -Stable Fusion 3 is Stability AI's most capable text-image model, which has greatly improved performance in multi-step prompts, image quality, and spelling abilities.

  • How does Stable Fusion 3 handle text recognition in comparison to Dolly and Mid Journey?

    -Stable Fusion 3 shows better text recognition, as it can accurately include text in the generated images, while Dolly and Mid Journey sometimes fail to recognize or correctly spell the text.

  • What is the significance of the text 'stable diffusion three' in the wizard artwork example?

    -The text 'stable diffusion three' is an example of how Stable Fusion 3 can integrate text into an image in a way that becomes a part of the artwork, maintaining the style and theme of the prompt.

  • Is Stable Fusion 3 available for public use yet?

    -No, Stable Fusion 3 is not yet available for public use. However, interested users can sign up for the waitlist on the Stability AI website.

  • What does the news post on Stability AI's site about Stable Fusion 3 highlight?

    -The news post announces Stable Fusion 3 in early preview, emphasizing its improved performance in understanding prompts and generating text within images.

  • How does the prompt understanding of Stable Fusion 3 compare to Dolly and Mid Journey based on the examples provided?

    -Stable Fusion 3 demonstrates a higher level of prompt understanding, especially when it comes to text integration, while Dolly and Mid Journey show varying degrees of success, sometimes not fully capturing the prompt's text or style.

  • What is the difference between the text recognition in the 'go big or go home' example with Stable Fusion 3 and the other models?

    -In the 'go big or go home' example, Stable Fusion 3 correctly places and spells the text 'stable Fusion' on different parts of the image, while Dolly and Mid Journey do not include the text or have incorrect spellings.

  • What are the key elements of the prompt for the image with the embroidered cloth and a lit candle?

    -The key elements of the prompt are the text 'good night' on the embroidered cloth, an embroidered baby tiger, a lit candle, and dim and dramatic lighting.

  • How does Stable Fusion 3 handle color and number recognition in the example with transparent glass bottles?

    -Stable Fusion 3 correctly identifies and represents the colors and numbers of the glass bottles, with each bottle having a different color (red, blue, green) and a corresponding number (1, 2, 3).

  • What is the complexity of the prompt understanding demonstrated in the image with a red sphere, blue cube, green triangle, and animals?

    -The prompt understanding is quite complex, as it requires the model to recognize and place various objects with specific colors and positions, as well as to understand the relationship between them, such as the dog and cat being on opposite sides of the sphere and cube.

Outlines

00:00

πŸš€ Introduction to Stable Fusion 3

The video script begins with the announcement of Stable Fusion 3 by Stability AI, highlighting its advanced prompt understanding and text generation capabilities. A comparison is made between Stable Fusion 3, Dolly3, and Mid Journey, focusing on their ability to incorporate text into images based on a given prompt. The script discusses the quality of text recognition and style in the generated images, mentioning that Stable Fusion 3 seems to perform well in this regard. The script also references a news post from Stability AI's site, which emphasizes the improved performance of Stable Fusion 3 in multi-prompt scenarios, image quality, and spelling abilities. It concludes with information about signing up for the waitlist and the anticipation of a white paper release.

05:02

πŸ“Έ Text and Image Quality Comparison

This paragraph continues the discussion on the text and image quality of Stable Fusion 3, Dolly3, and Mid Journey. It provides examples of how each model handles prompts with text, such as 'welcome' on a computer screen and 'good night' on an embroidered cloth. The script notes that while Dolly3 and Stable Fusion 3 perform well in text recognition, Mid Journey's images have a more cinematic vibe but may lose text clarity. The paragraph also mentions a prompt involving colored glass bottles and a wooden table, showcasing the models' understanding of the prompt's details. The summary ends with a prompt for viewer engagement in the comments section.

Mindmap

Keywords

πŸ’‘stable Fusion 3

Stable Fusion 3 is a newly announced text-image model by Stability AI, which is designed to improve performance in multi-modal prompts, image quality, and spelling abilities. It demonstrates a significant advancement in AI's ability to understand and generate text within images, as seen in the video where it successfully incorporates the text 'stable diffusion 3' into the artwork. This is a central theme of the video, showcasing the model's capabilities and potential applications in the field of AI-generated art.

πŸ’‘prompt understanding

Prompt understanding refers to the AI's ability to comprehend and respond to the user's input, which often includes specific instructions or themes for the AI to incorporate into its generated content. In the context of the video, prompt understanding is crucial for the AI to create images that match the user's request, such as incorporating the correct text or style into the artwork. The video compares the prompt understanding capabilities of different AI models, highlighting the improvements seen with Stable Fusion 3.

πŸ’‘text recognition

Text recognition is the process by which an AI system identifies and interprets written text within an image. The video script discusses the varying levels of text recognition in different AI models, with Stable Fusion 3 showing a notable improvement. This is demonstrated through the comparison of images generated by various models, where Stable Fusion 3 effectively recognizes and includes the text 'stable diffusion 3' as part of the artwork, while other models may fail to do so or produce incorrect text.

πŸ’‘image quality

Image quality refers to the visual clarity, detail, and aesthetic appeal of the images produced by the AI models. The video script suggests that Stable Fusion 3 may offer improved image quality, although the focus is more on text integration and prompt understanding. High image quality is important for creating visually appealing and realistic AI-generated art, which is a key aspect of the video's demonstration of Stable Fusion 3's capabilities.

πŸ’‘spelling abilities

Spelling abilities in the context of AI models like Stable Fusion 3 pertain to the accuracy with which the AI can spell words within the generated text. The video script mentions that Stable Fusion 3 has improved spelling abilities, which is evident in the examples where the AI correctly spells 'stable Fusion' in various images. This improvement is significant for creating content that is both visually appealing and linguistically accurate.

πŸ’‘multi-modal prompts

Multi-modal prompts are inputs that include more than one type of data or instruction, such as text and image elements. In the video, Stable Fusion 3 is praised for its enhanced performance with multi-modal prompts, meaning it can better understand and integrate complex instructions involving both text and visual elements. This capability is demonstrated through the comparison of AI-generated images that accurately reflect the multifaceted prompts provided by the user.

πŸ’‘Dolly3

Dolly3 is one of the AI models compared to Stable Fusion 3 in the video. It is mentioned as being particularly good at prompt understanding but falls short in text recognition compared to Stable Fusion 3. The video uses Dolly3 to illustrate the differences in performance between AI models, emphasizing the advancements made by Stable Fusion 3 in handling text within images.

πŸ’‘Mid Journey

Mid Journey is another AI model discussed in the video, which, like Dolly3, is compared against Stable Fusion 3. It is noted for providing a more cinematic vibe in its generated images but may not always accurately capture the text or style of the prompt. The video uses Mid Journey to highlight the importance of not only visual appeal but also the accuracy of text and prompt adherence in AI-generated art.

πŸ’‘waitlist

The waitlist mentioned in the video script refers to the process by which interested users can sign up to gain early access to the Stable Fusion 3 model. This indicates that the model is in high demand and not yet widely available, with Stability AI planning to roll out access gradually to those who have expressed interest.

πŸ’‘white paper

A white paper is an authoritative report or guide that provides in-depth information about a specific topic. In the context of the video, the mention of an upcoming white paper suggests that Stability AI will release a detailed document explaining the technology and capabilities of Stable Fusion 3. This is significant for those interested in understanding the technical aspects of the model and its potential applications.

Highlights

Stable Fusion 3 has been announced by Stability AI, focusing on prompt understanding and text generation.

The new model is designed to improve performance in multi-prompt scenarios, image quality, and spelling abilities.

Stable Fusion 3 demonstrates better text recognition and integration into images compared to Dolly and Mid Journey models.

The model can generate text that becomes a part of the image, as seen in the example with 'stable diffusion 3' text in the artwork.

Stability AI's website announces the early preview of Stable Fusion 3, showcasing its advanced text-image capabilities.

Users can sign up for the waitlist to access Stable Fusion 3, with a white paper expected to be released soon.

Examples on Twitter show the model's ability to understand and generate text in various contexts, such as a 19th-century desktop computer scene.

Stable Fusion 3 outperforms other models in text recognition for specific prompts, like 'go big or go home' on a newspaper clip.

The model's prompt understanding is showcased with a kitchen table scene, accurately depicting the text 'good night' and an embroidered baby tiger.

Stable Fusion 3 and Dolly both excel in text recognition for the kitchen table prompt, while Mid Journey provides a more cinematic vibe.

The model's ability to understand color and number prompts is demonstrated with transparent glass bottles correctly labeled 1, 2, and 3.

Stable Fusion 3 shows advanced prompt understanding with a scene featuring a red sphere, blue cube, green triangle, dog, and cat.

The video invites viewers to share their thoughts on the model's capabilities in the comments section.

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