Diffusion-based Image Generation & Control

5 repos

Text-to-image synthesis and image generation using diffusion models, with emphasis on fine-tuning, control mechanisms, and model optimization. The cluster centers on extending and adapting SDXL and other diffusion architectures through ControlNet integration, parameter-efficient tuning (LoRA), and consistency improvements. Key repos like LeX-Lumina and ConsistentID demonstrate practical applications in enhancing generation quality and identity preservation, while smaller models like Nitro-T show efficiency-focused variants of these techniques.

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