Training Stable Diffusion with Dreambooth using 🧨 Diffusers
Dreambooth is a technique to teach new concepts to Stable Diffusion using a specialized form of fine-tuning. Some people have been using it with a few of their photos to place themselves in fantastic situations, while others are using it to incorporate new styles. 🧨 Diffusers provides a Dreambooth training script. It doesn’t take long to train, but it’s hard to select the right set of hyperparameters and it’s easy to overfit.
We conducted a lot of experiments to analyze the effect of different settings in Dreambooth. This post presents our findings