Research · AI · Software · Spatial Computing · Neural Media
Trellis Tiled Diffusion: Unlocking High-Resolution Generative AI Through Spatial Optimization
Trellis Tiled Diffusion, as demonstrated by the `trellis-tost` project, introduces a sophisticated method for generating ultra-high-resolution images with Stable Diffusion XL by intelligently breaking down and reassembling latent space tiles. This innovative approach overcomes traditional VRAM limitations and significantly enhances global coherence across large-format outputs. By optimizing the diffusion process, it enables creators to produce visually stunning, detailed imagery previously unattainable on conventional hardware.