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Z-Image Fun Distill Lora

Name: Z-Image Fun Distill Lora
Rating: 5 (223 reviews)
Author: UDCAI

223

5.3k

743

Updated: Mar 3, 2026

tool

distill low steps 1cfg

Download

1 variant available

SafeTensor

239.1 MB

Verified: 2 months ago

Download (239.1 MB)

Details

Type

LoRA

Stats

1,398

138

Reviews

Very Positive

(100)

Published

Mar 3, 2026

Base Model

ZImageBase

Hash

AutoV2

079F60EC2C

About this version

This is a custom merge of the 2603 2-step and the 2602 8-step UDCAI edit.

This leads to a flexible lora that can give coherent results from 4-10 steps. The gridmark artifacting is also much less so it can be used at 1.0 strength, although I still find 0.8 to work quite nicely.

Best used with samplers like dpmpp_sde, lcm, er_sde, sa_solver_pece particularly when using lower step count.

More sampler/scheduler variety when using higher step counts.

What did you think of this resource?

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UDCAI

3/3/26 UPDATE

I've uploaded a custom merge of the 2603 2-step lora and my key edit of the 2602 8-step lora. This has resulted in a nice, flexible distill that can generate great outputs from 4-10 steps. It has also helped the gridmarking artifacts that were visible at 1.0 strength with the 8-step 2602 UDCAI Edit lora. Please check it out!

Original Post

Credit to alibaba-pai for their fantastic work! This is a step and cfg distill lora to be applied to Z-Image base model and its derivatives. The lora has been converted to be compatible for use in ComfyUI.

Best run at 8 steps with CFG 1. Avoid sageattention. Samplers that add noise per step such as LCM or dpmpp_SDE seem to work well.