Lumina-Image 2.0 is a unified image generation framework based on diffusion architectures. It provides model checkpoints on HuggingFace and integrates with the Diffusers library. The project supports controllable generation through fine-tuning capabilities and offers demo deployments via Gradio and HuggingFace Spaces.