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HyperDreamBooth is a hypernetwork that personalizes text-to-image diffusion models from a single face image, achieving 25x faster personalization than DreamBooth. It generates a lightweight 100KB model in roughly 20 seconds while preserving subject fidelity and style diversity.
AI named HyperDreamBooth in November 2025.