strength parameter that increases the amount of noise added to the initial image. Varying this parameter affects how similar the generated video and initial image are. A higher noise_aug_strength also increases the amount of motion. To learn more, read the Micro-conditioning guide.   Control video generation Video generation can be controlled similar to how text-to-image, image-to-image, and inpainting can be controlled with a ControlNetModel. 