Stable Diffusion 3.0 debuts new diffusion transformation architecture to reinvent text-to-image gen AI

Create a detailed and warm illustration symbolizing the concepts in the article 'Stable Diffusion 3.0 debuts new diffusion transformation architecture to reinvent text-to-image gen AI'. The illustration should reflect the progress of AI technology, focusing specifically on the final product of text-to-image generation. Include objects that symbolize transformation, such as a butterfly emerging from a cocoon, and tie in elements of positive evolution. Feature various warm colors, a diffused light effect, and an overall clean and chic design. The total composition should be in a 3:2 aspect ratio, with an atmosphere that radiates optimism and progress.

Stability AI has released an early preview of its Stable Diffusion 3.0, a next-generation text-to-image generative AI model. The company has been consistently improving its image models over the past year, and the new model aims to provide better image quality and performance. It also focuses on improving typography, an area where previous models have struggled. Stable Diffusion 3.0 is based on a new architecture called diffusion transformers, which enable a new era of image generation. The model is being developed in multiple sizes, ranging from 800M to 8B parameters. Stability AI has also been experimenting with other approaches, such as the Würstchen architecture in Stable Cascade. The improved typography in Stable Diffusion 3.0 is achieved through the use of transformer architecture and additional text encoders. The model is initially demonstrated as a text-to-image technology but will serve as the foundation for future visual models, including video and 3D image generation.

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