This extension implements Layer Diffusion for Stable Diffusion WebUI via Forge, allowing native transparent image generation. It uses specialized LoRA models (layer_xl_transparent_attn and layer_xl_transparent_conv) to transform SDXL into a transparent image generator by modifying the latent distribution. The system includes a custom VAE pipeline that can decode transparent latents, enabling generation of semi-transparent objects like glass, glowing effects, fur, hair, and fine structural details that cannot be achieved with simple background removal methods.