This is REAL?! Stable Diffusion 3 BEATS both DALL-E 3 & Midjourney v6.

Stability AI has announced the release of Stable Diffusion 3, a groundbreaking AI image generator that surpasses both DALL-E 3 and Midjourney v6 in capability. The model showcases superior prompt understanding and image quality, with a unique feature of being open-source, allowing for further development and customization by the community. The CEO of Stability AI provided a sneak peek at the model's capabilities, demonstrating its ability to generate highly coherent and detailed images from complex prompts. With a range of models from 800 million to 8 billion parameters, Stable Diffusion 3 aims to democratize AI access and creativity, positioning itself as a significant leap in image generation technology. The model is not yet widely available but is expected to be a game-changer in the AI industry upon full release.

Takeaways

• 🎉 Stability AI has released Stable Diffusion 3, which is claimed to be the most capable AI image generator to date.
• 📢 The CEO of Stability AI provided an early sneak peek of Stable Diffusion 3 to the speaker before its release.
• 🚀 Stable Diffusion 3 outperforms both DALL-E 3 and Midjourney v6 in terms of prompt understanding and image quality.
• 💡 It is set to be released as open source, allowing the community to build upon and improve the model.
• 🔍 The model demonstrates excellent prompt detail and coherence, even with complex and specific requests.
• 📈 Comparisons with DALL-E 3 show that Stable Diffusion 3 has better coherency and adheres more closely to the prompts.
• 🔧 The architecture of Stable Diffusion 3 utilizes a diffusion Transformer, similar to Sora's, allowing for multimodal inputs and scalability.
• 🌐 The model's open-source nature means it can be tailored for various uses, such as aesthetics or realism, by different users.
• 📈 The range of the model parameters is from 800 million to 8 billion, offering scalability options for different needs.
• 🌟 The democratization of AI is a core value of Stability AI, aiming to provide free and accessible AI tools for home users.
• ⏰ While not yet broadly available, a waitlist is available for early access, which will help improve the model's performance and safety before full release.

Q & A

What is the name of the AI image generator that Stability AI has released?

Stability AI has released an AI image generator called Stable Diffusion 3.

Why is Stable Diffusion 3 considered a significant advancement in AI image generation?

Stable Diffusion 3 is considered a significant advancement due to its superior prompt understanding, text generation, and image quality, which surpasses previous models like DALL-E 3 and Midjourney v6.

What is the unique feature of Stable Diffusion 3 that sets it apart from other AI image generators?

Stable Diffusion 3 will be released as open source, allowing people to build off of it, making it adaptable for various uses and potentially leading to significant leaps in image generation technology.

How does Stable Diffusion 3 handle complex prompts with multiple elements?

Stable Diffusion 3 demonstrates excellent prompt coherency by accurately incorporating all elements of complex prompts into the generated images, including correct spelling and adherence to the style requested.

What is the architecture of Stable Diffusion 3 that allows for its improved performance?

Stable Diffusion 3 utilizes a diffusion Transformer architecture, which is similar to Sora's architecture, allowing it to scale further and accept multimodal inputs.

How does the open-source nature of Stable Diffusion 3 impact its potential for commercial use?

The open-source nature of Stable Diffusion 3 means that it can be used commercially for free, and users can fine-tune and train the model to meet specific creative needs.

What is the current availability status of Stable Diffusion 3?

As of the time of the transcript, Stable Diffusion 3 is not broadly available. There is a waitlist for early access, and a full open-source release is planned for the future.

What is the range of parameters for the Stable Diffusion 3 models?

The models of Stable Diffusion 3 range from 800 million to 8 billion parameters.

How does Stability AI envision the use of Stable Diffusion 3 in terms of democratizing AI access?

Stability AI aims to democratize AI access by making Stable Diffusion 3 freely available to run on personal computers, providing a variety of options for scalability and quality to meet diverse creative needs.

What is the potential impact of Stable Diffusion 3 on the field of image generation?

Stable Diffusion 3 has the potential to revolutionize the field of image generation due to its advanced capabilities, open-source nature, and the ability for users to build upon and customize the model.

What are some of the examples given in the transcript that showcase the capabilities of Stable Diffusion 3?

Examples include an epic anime artwork of a wizard casting a spell, a cinematic photo of a red apple with a message on a blackboard, a painting of an astronaut riding a pig with a pink umbrella, and a realistic studio photograph of a chameleon.

How does the transcript describe the future of AI image generation with the advent of Stable Diffusion 3?

The transcript describes the future of AI image generation as very promising with Stable Diffusion 3, suggesting that 2024 could be a landmark year for advancements in this field, with the potential for even more realistic and coherent image generation.

Outlines

00:00

🚀 Introduction to Stable Diffusion 3

The video introduces a groundbreaking announcement in AI, specifically the release of Stable Diffusion 3 by Stability AI. The host reveals having had a sneak peek at the technology and discusses its capabilities, which surpass those of Dolly 3. The AI image generator is set to be open-source, allowing for community contributions and improvements. The video showcases various examples of images generated by Stable Diffusion 3, emphasizing its prompt understanding and high-quality outputs. It also compares these outputs with those of Dolly 3, highlighting the superior coherence and detail of Stable Diffusion 3.

05:02

🌐 Open Source Impact and Future Prospects

The host delves into the implications of Stable Diffusion 3 being open source, emphasizing its potential to democratize AI access and enable users to build upon the model for various applications. The video discusses the model's current parameters and the company's commitment to improving performance and safety before a full release. It also touches on the technical aspects of the model, including its diffusion Transformer architecture and flow matching. The host expresses excitement about the future of image generation with Stable Diffusion 3 and anticipates it being a significant leap forward in 2024.

10:04

🎨 Artistic and Commercial Applications

The video highlights the artistic and commercial potential of Stable Diffusion 3, noting that it will be available for free and can be used to create aesthetically pleasing and realistic images. It contrasts this with other models like Mid Journey, which are not open source and require payment. The host showcases additional examples of images generated by Stable Diffusion 3, demonstrating its ability to understand complex prompts and generate highly coherent and detailed images. The video concludes with a statement about the unparalleled capabilities of Stable Diffusion 3 and a prediction that 2024 will be a landmark year for AI image generation.

Keywords

Stable Diffusion 3

Stable Diffusion 3 is an advanced AI image generator developed by Stability AI. It is highlighted in the video for its superior capabilities in generating images from text prompts, surpassing other models like DALL-E 3 and Midjourney v6. The term is central to the video's theme as it represents a significant leap in AI-generated image quality and understanding.

Open Source

Open source refers to a type of software where the source code is made available to the public, allowing anyone to view, use, modify, and distribute the software. In the context of the video, Stable Diffusion 3 being open source is a major point of discussion as it implies that the model will be freely accessible and customizable, fostering a community-driven approach to improving and innovating with the technology.

Prompt Understanding

Prompt understanding in AI image generation refers to the model's ability to accurately interpret and generate images based on textual descriptions provided by users. The video emphasizes that Stable Diffusion 3 excels in prompt understanding, producing highly coherent images that closely match the input prompts, which is a significant aspect of its advanced capabilities.

Image Coherence

Image coherence is the quality of an image where its elements are logically and aesthetically connected, creating a harmonious and meaningful whole. The video discusses how Stable Diffusion 3's generated images demonstrate high levels of coherence, meaning that the elements within the images are well-integrated and follow a logical order, which is crucial for the effectiveness of AI-generated art.

Diffusion Transformer

A Diffusion Transformer is an AI architecture that is used in the Stable Diffusion 3 model. It is similar to the architecture of Sora and takes advantage of transformer improvements to scale further and accept multimodal inputs. The term is technical, but in the video, it is simplified to convey that this new type of architecture allows for better performance and more sophisticated image generation capabilities.

Multimodal Inputs

Multimodal inputs refer to the ability of a system to process and understand multiple types of data or inputs, such as text, images, sound, etc. In the context of the video, the mention of multimodal inputs suggests that Stable Diffusion 3 could potentially generate images not just from text prompts but also from other types of input data, expanding its applicability and versatility.

DALL-E 3

DALL-E 3 is an AI image generation model developed by OpenAI. It is mentioned in the video as a comparison point to highlight the advancements of Stable Diffusion 3. DALL-E 3 is noted for its previous leap in image generation capabilities, but the video argues that Stable Diffusion 3 has surpassed it in terms of prompt understanding and image quality.

Midjourney v6

Midjourney v6 is another AI image generation model that is compared alongside Stable Diffusion 3 in the video. While it is praised for producing aesthetically pleasing and realistic images, the video suggests that Stable Diffusion 3 outperforms it in terms of prompt coherency and will be available as open source, offering more flexibility and potential for commercial use.

Aesthetics

Aesthetics in the context of the video refers to the visual appeal and artistic principles that make an image pleasing or beautiful. The video discusses how Stable Diffusion 3 can be fine-tuned and trained to produce images with a focus on aesthetics, allowing it to generate images that are not only coherent but also artistically appealing.

Realism

Realism in AI image generation pertains to the creation of images that closely resemble real-world objects and scenes. The video showcases examples of Stable Diffusion 3's ability to generate highly realistic images, such as a close-up of a chameleon, demonstrating the model's advanced capabilities in mimicking the intricate details found in nature.

Democratization of AI

The democratization of AI refers to making AI technology accessible to a wider range of users, not just large corporations or specialized researchers. The video praises Stability AI for its commitment to this principle, as evidenced by their intention to release Stable Diffusion 3 as open source, allowing individuals and smaller entities to use and contribute to the development of advanced AI models without significant financial barriers.

Highlights

Stability AI has released Stable Diffusion 3, an AI image generator that surpasses DALL-E 3 and Midjourney v6 in capabilities.

Stable Diffusion 3 is set to be released as open-source, allowing for community development and improvements.

The model demonstrates exceptional prompt understanding and image quality, even integrating spelling accurately into generated images.

Stable Diffusion 3's architecture utilizes a diffusion Transformer, similar to Sora's, for improved performance.

The AI can generate images with high coherency, such as a painting of an astronaut riding a pig with multiple specified details.

In comparison tests, Stable Diffusion 3 outperforms DALL-E 3 in terms of prompt adherence and image coherency.

The model is expected to be available for free and run on home computers, aligning with Stability AI's goal of democratizing AI access.

Stable Diffusion 3's open-source nature means it can be commercially used and further developed by the community.

The model's parameter range is from 800 million to 8 billion, offering scalability options for various needs.

Stability AI aims to make high-quality AI accessible to everyone, not just for profit.

Stable Diffusion 3 is expected to have a significant impact on the field of image generation in 2024.

The model's ability to accept multimodal inputs suggests potential future capabilities like sound-to-image generation.

Stability AI is gathering insights for performance and safety improvements before a full open-source release.

A detailed technical report on Stable Diffusion 3 will be published, providing more insights into its architecture and capabilities.

The release of Stable Diffusion 3 is anticipated to be a massive leap in image generation technology.

Examples generated by the model, such as a realistic close-up of a chameleon, showcase its potential for detailed and realistic imagery.

The model's prompt coherency is demonstrated in its ability to generate complex scenes like a '90s desktop computer with graffiti in the background.

Stable Diffusion 3's realism and attention to detail are evident in images like the embroidered cloth with a baby tiger and a lit candle.

The model's ability to understand and generate complex prompts, such as a red sphere on a blue cube with a green triangle and animals, is unmatched.