ai-toolkit is a research-oriented GitHub repository created by Ostris, primarily used for experiments and training with Stable Diffusion models. It contains a variety of AI scripts that support model training, image generation, LoRA extraction, and more. The toolkit is still in development and may have some instability, but it offers rich features and high customizability.