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Z-Image Turbo Distill Patch for ComfyUI

33

312

19

9

Updated: Dec 22, 2025

toolpatcher

Verified:

SafeTensor

Type

LoRA

Stats

312

19

34

Reviews

Published

Dec 18, 2025

Base Model

ZImageTurbo

Usage Tips

Strength: 1

Hash

AutoV2
F0B99B0050
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Tarterbox's Avatar

Tarterbox

I've almost gaven up making LoRA for Z-Image Turbo until I found this jewel.

I didn't find anyone else offering this LoRA or I would be referring to them instead of making a new post.

The model I've posted here is reconditioned to work with ComfyUI.

I'm showing a before and after in the example image, really only to have something to put as a stub, but it still examples something that's not immediately obvious to some, and that's the cross walk, which is fixed in the "After" shot. This was consistent throughout generations. The LoRA used is inconsequential so not mentioned here, but the patch LoRA seems to be doing what it's supposed to do.

I didn't make this. I don't understand it or why it became needed. But, without it, some of my LoRA are pretty much useless. It's likely you'll run into issues, if you haven't already, that this model can clear up for you with other LoRA as well. I'm using a weight of 1.0. For more information read the model page.

Without this "Patch" many of my LoRA, no matter how I trained them, how long, what fancy goofy crazy thing I did to them, no matter how many steps, I would get body horror, specifically when I attempted to target areas that appear to be missing from the Z-Image model.

Apache 2.0 license:

https://modelscope.cn/models/DiffSynth-Studio/Z-Image-Turbo-DistillPatch

UPDATE:

After acquiring some meaningful information from others in the comments I tested this model against the offered "de-distilled" model and it works as described, though I wasn't able to produce close enough results to my previous process that I would be compelled to swap methods, and I think I also understood that this model can be used during training, potentially having some value over the adapted standard model, though I wasn't able to get it working in that fashion and I wasn't highly motivated to track down a solution.

So effectively, and I think this was offered in the comments as well, I'm doubling up on the "turbo" affect that the model already contains, and this would appear to be a mistake. I don't disagree that it CAN be a mistake, and it HAS been, which I've learned after a lot more testing but, again, the artifacts aren't frequent enough for me to dismiss using this method completely and there are times, as I stated earlier, that the body horror from the adapted models simply won't go away without the use of this patch.