ComfyUI_DyPE

DyPE: Dynamic Position Extrapolation for Ultra High Resolution Diffusion ,you can use a wrapper node it in comfyUI

By smthemex·Created about a year ago·Updated a day ago· 32

smthemex/ComfyUI_DyPE

Nodes4

On cloudLocal install

CategoryDyPE

Stars32

Updateda day ago

Nodes (4)

DyPE_Condition

Where your bare transformer becomes an actual pipeline (and takes its LoRAs)

DyPE

DyPE_Encoder

The one-node VAE decoder Flux 2 Klein insists on

DyPE

DyPE_KSampler

The node that actually samples your 4K image (and it's not your normal KSampler)

DyPE

DyPE_Model

Pick your 4K-capable transformer without thinking too hard

DyPE

Readme

ComfyUI_DyPE

DyPE: Dynamic Position Extrapolation for Ultra High Resolution Diffusion

Upadte

Use comfy core samplers/ 使用comfyUI的采样器

1.Installation

In the ./ComfyUI/custom_nodes directory, run the following:

git clone https://github.com/smthemex/ComfyUI_DyPE

2.Example

3.License and Commercial Use

This work is patent pending. For commercial use or licensing inquiries, please contact the authors.

4.Citation

@misc{issachar2025dype,
      title={DyPE: Dynamic Position Extrapolation for Ultra High Resolution Diffusion}, 
      author={Noam Issachar and Guy Yariv and Sagie Benaim and Yossi Adi and Dani Lischinski and Raanan Fattal},
      year={2025},
      eprint={2510.20766},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2510.20766}, 
}