Is part of the idea of diffusion that you get a huge amount of training data? Like, you get to contrast all of these randomly diffused images with the undiffuse

Is part of the idea of diffusion that you get a huge amount of training data? Like, you get to contrast all of these randomly diffused images with the undiffused image?