

Stable Diffusion 3.5 Medium
Overview :
Stable Diffusion 3.5 Medium is a text-to-image generation model developed by Stability AI, featuring improved image quality, typography, understanding of complex prompts, and resource efficiency. The model employs three fixed pre-trained text encoders, enhances training stability using QK normalization, and incorporates dual attention blocks in the first 12 transformer layers. It excels in multi-resolution image generation, consistency, and adaptability across various text-to-image tasks.
Target Users :
The target audience includes artists, designers, researchers, and developers who can leverage Stable Diffusion 3.5 Medium to generate artwork, design prototypes, educational tools, or to study the limitations of generative models. This technology is favored by these users for its high-quality image generation capabilities and resource efficiency.
Use Cases
Artists create digital artworks using Stable Diffusion 3.5 Medium based on text prompts.
Educators use the model in classrooms to demonstrate how to generate images from text descriptions, enhancing students' understanding of AI technology.
Researchers analyze the quality and consistency of generated images using the model to assess and improve the performance of generative models.
Features
? Generate high-quality images based on text prompts
? Enhanced multi-resolution image generation capabilities
? Improved training stability through QK normalization technology
? Dual attention blocks enhance image consistency
? Supports long text prompts, but token limitation should be considered
? Compatible with the Diffusers library for easy integration and deployment
? Community edition license suitable for non-commercial use and for organizations or individuals with annual revenues below $1 million
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