FluxGym provides a graphical interface for training Low-Rank Adaptation (LoRA) adapters on FLUX image-generation diffusion models. It wraps Kohya sd-scripts training logic behind a Gradio frontend forked from AI-Toolkit, enabling training on consumer GPUs with as little as 12GB VRAM. Users can configure training parameters, generate sample images during training, and publish results directly to Hugging Face.