ComfyUI_DyPE

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

Upadte

• add ip adapter support ,The effect is not a good .. 加入ip adapter支持

• fix lora loader error ,tyr use a real lora and turo lora

• 24G Vram infer 4096x4096, 8G 2048x2048 ,12G 3840x2160,16G 3840x3840

1.Installation

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

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

2.requirements

pip install -r requirements.txt

3.checkpoints

• 3.1 Krea-dev or fp8 don't support scaled model / 不支持scaled 模型
• 3.2 ae/T5/clip_l / normal flux dev
• 3.3 turbo lora alimama-creative
• 3.4 ip adapter xflux
• 3.5 clip_vision open

├── ComfyUI/models/diffusion_models
|     ├── flux1-krea-dev-fp8.safetensors   #  or  flux1-krea-dev.safetensors
├── ComfyUI/models/vae
|        ├──ae.safetensors
├── ComfyUI/models/clip
|        ├──clip_l.safetensors
|        ├──t5xxl_fp8_e4m3fn.safetensors
├── ComfyUI/models/lora
|        ├──flux_turbo.safetensors
|        ├──flux_real.safetensors
├── ComfyUI/models/photomaker  #ip only
|        ├──ip_adapter.safetensors
├── ComfyUI/models/clip_vision #ip only
|        ├──clip-vit-large-patch14.safetensors

4.Example

• t2i
• i2i
• example

5.License and Commercial Use

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

6.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}, 
}