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Stable Diffusion 3: Stability AI's Latest Text-to-Image Model

Credit: @Lykon Twitter

Stability AI has released a progression of Stable Diffusion models, each with incremental improvements and new capabilities. Stable Diffusion 1.4 and 1.5 were the initial versions, followed by Stable Diffusion 2.0 and 2.1, which introduced performance and quality enhancements.

More recently, Stability AI unveiled Stable Diffusion XL and XL Turbo, which featured larger model sizes up to 4 billion parameters to generate higher-quality images.

The latest iteration, Stable Diffusion 3 (SD3), combines a diffusion transformer architecture and flow matching to further improve performance, image quality, and text generation abilities. SD3 models range from 800 million to 8 billion parameters, allowing users to choose the appropriate model size for their needs and hardware capabilities.

Credit: @Lykon Twitter

Release and Availability

Stable Diffusion 3 is currently in an early preview stage, and Stability AI is collecting insights to improve its performance and safety before a broader public release. The company has opened a waitlist for those interested in accessing the early preview version.

While Stability AI has not provided a specific release date for the final version of Stable Diffusion 3, the company has stated that once the testing phase is complete, the model's weights will be made freely available for download and local use.

Expect Image App to add Stable Diffusion 3 to our extensive model list as soon as it is released to the public.

Here's What We Know

Based on the information available from Stability AI and various industry sources, here's what we know about Stable Diffusion 3 so far:

  1. Improved Image Quality: Stable Diffusion 3 is expected to generate images with higher fidelity, better detail, and more realistic textures compared to previous versions.
  2. Expanded Capabilities: The new model is designed to handle more complex prompts, including multi-subject and multi-object scenes, as well as generate more accurate and coherent text within the images.
  3. Scalable Model Sizes: Stability AI is offering a range of model sizes to cater to different hardware capabilities and use cases, from 800 million to 8 billion parameters.
  4. Continued Focus on Safety: Stability AI is committed to addressing safety and ethical concerns around text-to-image AI, and is working to implement robust content filtering and other safeguards in Stable Diffusion 3.
  5. Early Preview and Waitlist: The current version of Stable Diffusion 3 is in an early preview stage, and Stability AI has opened a waitlist for those interested in accessing the model.

Credit: Stability AI

Conclusion

Stable Diffusion 3 represents a significant step forward in Stability AI's mission to democratize access to advanced text-to-image AI technology. With its improved performance, enhanced text generation capabilities, and scalable model sizes, Stable Diffusion 3 is poised to further push the boundaries of what is possible in the world of generative AI. As the company continues to gather feedback and refine the model, users and developers alike eagerly await the public release of this highly anticipated AI image generator.

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