ModelPublicadoExterno

BEYOND REALITY Z IMAGE DF11

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

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

TipoOtherModelo baseNurburgring/BEYOND_REALITY_Z_IMAGEVersiónRevision eaa0e0aBcalidad

Fuente del modelo

Tipo: Other
Tamaño del archivo: 7,81 GB
Modelo base: Nurburgring/BEYOND_REALITY_Z_IMAGE
Versión: vRevision eaa0e0a
Actualizado: 2 oct 2026
Descargas: 168
Tareas: Texto a imagen
Fuente: Hugging Face

Descripción de la fuente

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"
    )
}

Fuentes

1 fuente

Hugging FacePrincipalVersión eaa0e0ab3b397bdf58d0c2f8262be8303eae30dc

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

Verificado 2 oct

Artefactos del modelo

3 artefactos

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

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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

Descargar

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

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

Descargar

Extractos de fuentes

3 extractos

Readme16 julhuggingface.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 octhuggingface.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 julhuggingface.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