lorakit: Open-source PyTorch toolkit for efficient SDXL fine-tuning using DreamBooth and LoRA. Features YAML config, multiple optimizers, mixed precision, and gradient techniques. Built on AutoTrain Advanced, inspired by ai-toolkit. Accelerates AI research and development; production-tested.