Diffusers is a Mac application designed to generate images from text descriptions of what you would like to create. It uses state-of-the-art models contributed to the Hugging Face Hub, and is optimized and converted to Core ML for maximum performance.
Diffusers includes five models: Stable Diffusion 1.4, Stable Diffusion 1.5, Stable Diffusion 2, Stable Diffusion 2.1 and OFA small v0. Each model has its own style and personality, so users can choose which model best suits their needs.
The application allows users to tweak generation parameters to help create the desired image. These include the model to use, the prompt, negative prompt, seed and steps.
The prompt is the description of what you want, while the negative prompt is what you don’t want. The seed allows reproducing a previous generation, while the steps control how many diffusion steps the image generation will take.
Diffusers is privacy-focused and does not collect any data. Additionally, it is open source and has a permissive license. It is free to use and is currently being developed for iOS/iPadOS support.