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Stable Diffusion is a deep learning, text-to-image model released in 2022 based on diffusion techniques. The generative artificial intelligence technology is the premier product of Stability AI and is considered to be a part of the ongoing artificial intelligence boom.
Stability AI was founded in 2019 by Emad Mostaque, who also initially funded the company. [1] [2] [3] In August 2022 Stability AI rose to prominence with the release of its source and weights available text-to-image model Stable Diffusion. [1] On March 23, 2024, Emad Mostaque stepped down from his position as CEO.
Stability AI offered computational resources to support the project, and the model was officially released in August 2022 under the name Stable Diffusion. [15] Rombach, Blattmann, Esser and Lorenz subsequently joined Stability AI, leading the development of subsequent Stable Diffusion models. [16]
AUTOMATIC1111 Stable Diffusion Web UI (SD WebUI, A1111, or Automatic1111 [3]) is an open source generative artificial intelligence program that allows users to generate images from a text prompt. [4] It uses Stable Diffusion as the base model for its image capabilities together with a large set of extensions and features to customize its output.
Stable Diffusion (2022-08), released by Stability AI, consists of a denoising latent diffusion model (860 million parameters), a VAE, and a text encoder. The denoising network is a U-Net, with cross-attention blocks to allow for conditional image generation.
AI generated images have become much more advanced. In 2021, the release of DALL-E, a transformer-based pixel generative model, followed by Midjourney and Stable Diffusion marked the emergence of practical high-quality artificial intelligence art from natural language prompts.
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Unlike DALL-E 1, DALL-E 2 is characterized by being a diffusion model. [65] Stability AI has a Stable Diffusion web interface called DreamStudio, [66] plugins for Krita, Photoshop, Blender, and GIMP, [67] and the Automatic1111 web-based open source user interface. [68] [69] [70] Stable Diffusion's main pre-trained model is shared on the Hugging ...
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