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DeepFloyd IF
Open-source text-to-image model with high photorealism using cascaded diffusion.
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DeepFloyd IF is a state-of-the-art open-source text-to-image model with a high degree of photorealism and language understanding. It is a modular composed of a frozen text encoder and three cascaded pixel diffusion modules: a base model that generates 64x64 px image based on text prompt and two super-resolution models, each designed to generate images of increasing resolution: 256x256 px and 1024x1024 px.
Research & Insights
Text-to-image generation; Cascaded pixel diffusion for high resolution; Zero-shot image-to-image translation; Super resolution; Zero-shot inpainting
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