ModelListadosExterno

BEYOND REALITY Z IMAGE DF11

For more information (including how to compress models yourself), check out and

Fontehuggingface.co/mingyi456/BEYOND_REALITY_Z_IMAGE-DF11-ComfyUI/tree/eaa0e0ab3b397bdf58d0c2f8262be8303eae30dc

TipoOtherModelo baseNurburgring/BEYOND_REALITY_Z_IMAGEVersãoRevision eaa0e0aBnota

Fonte do modelo

Tipo: Other
Tamanho do arquivo: 7,81 GB
Modelo base: Nurburgring/BEYOND_REALITY_Z_IMAGE
Versão: vRevision eaa0e0a
Atualizado: 2 de out. de 2026
Downloads: 168
Tarefas: Texto para imagem
Fonte: Hugging Face

Descrição da fonte

For more information (including how to compress models yourself), check out https://huggingface.co/DFloat11 and https://github.com/LeanModels/DFloat11

Feel free to request for other models for compression as well, although models whose architecture I am unfamiliar with might be slightly tricky for me.

How to Use

ComfyUI

Install my own fork of the DF11 ComfyUI custom node: https://github.com/mingyi456/ComfyUI-DFloat11-Extended. After installing the DF11 custom node, simply replace the "Load Diffusion Model" node of an existing workflow with the "Load Diffusion Model" node. If you run into any issues, feel free to leave a comment.

`diffusers`

Refer to this model instead.

Compression Details

This is the pattern_dict for compressing Z-Image-based models in ComfyUI:

pattern_dict_comfyui = {
    r"noise_refiner\.\d+": (
        "attention.qkv",
        "attention.out",
        "feed_forward.w1",
        "feed_forward.w2",
        "feed_forward.w3",
        "adaLN_modulation.0"
    ),
    r"context_refiner\.\d+": (
        "attention.qkv",
        "attention.out",
        "feed_forward.w1",
        "feed_forward.w2",
        "feed_forward.w3",
    ),
    r"layers\.\d+": (
        "attention.qkv",
        "attention.out",
        "feed_forward.w1",
        "feed_forward.w2",
        "feed_forward.w3",
        "adaLN_modulation.0"
    )
}

Fontes

1 fonte

Hugging FacePrimárioVersão eaa0e0ab3b397bdf58d0c2f8262be8303eae30dc

huggingface.co/mingyi456/BEYOND_REALITY_Z_IMAGE-DF11-ComfyUI/tree/eaa0e0ab3b397bdf58d0c2f8262be8303eae30dc

Verificado 2 de out.

Artefatos de modelo

3 artefatos

BEYOND REALITY SUPER Z IMAGE 1.0 浓妆淡抹总相宜_BF16-DF11.safetensors

safetensors · 7,81 GB · SHA-256 c53dcc68ec92…abfd · Hugging Face

Baixar

BEYOND REALITY SUPER Z IMAGE 2.0 淡妆浓抹总相宜 BF16-DF11.safetensors

safetensors · 7,81 GB · SHA-256 9eae63758055…c098 · Hugging Face

Baixar

BEYOND REALITY SUPER Z IMAGE 3.0 淡妆浓抹 BF16-DF11.safetensors

safetensors · 7,81 GB · SHA-256 45ef3f0e6d39…cc78 · Hugging Face

Baixar

Trechos de fonte

3 trechos

Readme16 de jul.huggingface.co/mingyi456/BEYOND_REALITY_Z_IMAGE-DF11-ComfyUI

--- license: apache-2.0 language: - en - zh pipeline_tag: text-to-image tags: - comfyui - diffusion-single-file base_model: - Nurburgring/BEYOND_REALITY_Z_IMAGE base_model_relation: quantized --- For more information (including how to compress models yourself), check out https://huggingface.co/DFloat11 and https://github.com/LeanModels/DFloat11 Feel free to request for other models for compression as well, although models whose architecture I am unfamiliar with might be slightly tricky for me. ### How to Use #### ComfyUI Install my own fork of the DF11 ComfyUI custom node: https://github.com/mingyi456/ComfyUI-DFloat11-Extended. After installing the DF11 custom node, simply replace the "Load Diffusion Model" node of an existing workflow with the "Load Diffusion Model" node. If you run into any issues, feel free to leave a comment. #### `diffusers` Refer to this [model](mingyi456/BEYOND_REALITY_Z_IMAGE-DF11) instead. ### Compression Details This is the `pattern_dict` for compressing Z-Image-based models in ComfyUI: ```python pattern_dict_comfyui = { r"noise_refiner\.\d+": ( "attention.qkv", "attention.out", "feed_forward.w1", "feed_forward.w2", "feed_forward.w3", "adaLN_modulation.0" ), r"context_refiner\.\d+": ( "attention.qkv", "attention.out", "feed_forward.w1", "feed_forward.w2", "feed_forward.w3", ), r"layers\.\d+": ( "attention.qkv", "attention.out", "feed_forward.w1", "feed_forward.w2", "feed_forward.w3", "adaLN_modulation.0" ) } ```

Note2 de out.huggingface.co/mingyi456/BEYOND_REALITY_Z_IMAGE-DF11-ComfyUI

Source context: 168 downloads · 6 likes · Pipeline text-to-image · Library diffusion-single-file · Repo mingyi456/BEYOND_REALITY_Z_IMAGE-DF11-ComfyUI

Note16 de jul.huggingface.co/mingyi456/BEYOND_REALITY_Z_IMAGE-DF11-ComfyUI

Source context: 48 downloads · 6 likes · Pipeline text-to-image · Library diffusion-single-file · Repo mingyi456/BEYOND_REALITY_Z_IMAGE-DF11-ComfyUI