mingyi456/Z-Image-Turbo-Misc-Finetunes-DF11-ComfyUI

These are DF11 conversions of various Z-Image Turbo finetunes which I cannot find the corresponding source repo on Hugging Face.

Filename	Link to source model
redcraftRedzimageUpdatedDEC03_redzimage15AIO-DF11.safetensors	https://civitai.com/models/958009?modelVersionId=2462789
darkBeastZDBZUpdatedDEC21_dbzAIOV10-DF11.safetensors	https://civitai.com/models/2242173?modelVersionId=2524092
zimageTurboNSFWBy_labRatV0-DF11.safetensors	https://civitai.com/models/2221503?modelVersionId=2500972
zMania_alpha-DF11.safetensors	https://civitai.com/models/2231360?modelVersionId=2511906
zMania_beta-DF11.safetensors	https://civitai.com/models/2231360?modelVersionId=2543332
jibMixZIT_v10-DF11.safetensors	https://civitai.com/models/2231351?modelVersionId=2511897
jibMixZIT_v20-DF11.safetensors	https://civitai.com/models/2231351?modelVersionId=2637947
darkBeastFeb1226Latest_darkblitzZIT5steps-DF11.safetensors	https://civitai.com/models/2242173?modelVersionId=2682031
intorealism_zitV10-DF11.safetensors	https://civitai.com/models/1609320?modelVersionId=2740834
intorealism_zitV20-DF11.safetensors	https://civitai.com/models/1609320?modelVersionId=2790469
harukiMIX_zit2602-DF11.safetensors	https://civitai.com/models/856375?modelVersionId=2675194
harukiMIX_zit2603-DF11.safetensors	https://civitai.com/models/856375?modelVersionId=2815582
divingZImageTurbo_v30Fp16-DF11.safetensors	https://civitai.com/models/2276359?modelVersionId=2602310
divingZImageTurbo_v40Fp16-DF11.safetensors	https://civitai.com/models/2276359?modelVersionId=2633987
divingZImageTurbo_v50Fp16-DF11.safetensors	https://civitai.com/models/2276359?modelVersionId=2661770
gonzalomoZpop_v30AIO-DF11.safetensors	https://civitai.com/models/2192562?modelVersionId=2598924
gonzalomoZpop_insta-DF11.safetensors	https://civitai.com/models/2192562?modelVersionId=2780807
zImageTurbo_v10-DF11.safetensors	https://civitai.red/models/2538147/z-image-turbo-deedeemegadoodo-edition?modelVersionId=2852497&sync-account=green

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 the ComfyUI DFloat11 Extended node via the ComfyUI manager. After installing, 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 compression:

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"
    )
}