The EveryDream Tools repository contains data engineering tools for Stable Diffusion, an image project, and other image projects. The tools can be used for fine-tuning beyond the initial DreamBooth paper implementations. The repo includes tools for web scraping, auto-captioning, file renaming, image compression, and training. Ground truth Laion data can be mixed with training data to improve training quality. Captioned training and regularization have enabled multi-subject and multi-style training simultaneously.