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AnimateDiff

AnimateDiff is an innovative framework that enables existing text-to-image diffusion models, such as Stable Diffusion, to generate animations without requiring model-specific tuning. By integrating a pre-trained motion module, AnimateDiff imparts motion dynamics to personalized text-to-image models, allowing them to produce temporally smooth and visually consistent animation clips. This approach preserves the original model's visual quality and diversity while introducing motion, making it a versatile tool for creators seeking to animate their personalized diffusion models.