huggingface
Integrate HiDiffusion
Is your feature request related to a problem? Please describe. Object duplication and low efficiency happens when generating high-resolution image (2048x2048, 4096x4096) for stable diffusion models. HiDiffusion can solve these problems, increasing the resolution and speed of pretrained diffusion models. paper link; project link; code link
text-to-image: 2048x2048 resolution images generated by HiDiffusion
HiDiffusion also supports controlnet and other tasks.
controlnet: 2048x2048 resolution images
Efficiency comparison with other acceleration methods, HiDiffusion can significantly reduce time consumption without compromising image quality.
Describe the solution you'd like. HiDiffusion code is based diffusers and is designed as a plug-and-play implementation. It can be integrated into diffusers pipelines by only adding a single line of code! Users just needs to install hidiffusion
pip3 install hidiffusion
and use it by adding a single line of code
apply_hidiffusion(pipeline)
We want to integrate HiDiffusion into the official code and documentation so that more people can access this feature.
Describe alternatives you've considered. None
Additional context. None
