DiffusionFastForward provides a template for training diffusion-based generative models for images. It offers a general framework that can serve as a starting point for understanding and researching diffusion models, with examples for both low-resolution and high-resolution data. The project includes notebooks, educational notes, and integrates PyTorch Lightning for easy training, covering techniques like latent diffusion and image translation.