Moody Simple Zimage Turbo/Distilled Workflow — v3.0

Hey lads & gents 🍻 V7.0 just dropped 🚀

✨ Minor optimizations for the newer Moody Releases models 🛠️ Added automatic detailer module 🎭 Added manual masked detailer module 🌊 Re-organized the workflow layout to feel more like a waterfall flow ⚡ Plus a bunch of QoL improvements inspired by my latest workflows

Enjoy & cheers ❤️

🇨🇳 兄弟们来了 🍻 V7.0 现已发布 🚀

✨ 针对新版 Moody Releases 模型进行了小幅优化 🛠️ 新增自动细节修复模块 🎭 新增手动蒙版细节修复模块 🌊 重新整理了工作流布局,让整体流程更像瀑布式结构 ⚡ 同时加入了不少我最新工作流里的 QoL 改进

玩得开心,干杯 ❤️

2026-03-31

V6.0 ZIT Simple Dual Ksampler Enhanced WITH SDA workflow.

DEMO images were generated by moody porn v10 model .

预览图生成于 moody porn v10 model.

With the help of SDA, the new workflow works almost as well as my ZIB+ZIT workflow just with minor drawbacks of bad poses and body anatomy. This is still a very good solution for the “Diversity Collapse” problem.

Z-Image-Turbo-SDA is a highly efficient LoKr (Low-Rank Kronecker Product) adapter designed to rescue the “Diversity Collapse” problem in few-step distilled Flow Matching / Diffusion models. However, it also increases the chance of bad body anatomy .

SDA Lora support added in 1ST sampler

New upscaler used for further attempt to eliminate the side effect of SD upscale

QoL updates as my other newer workflows

在 SDA 的帮助下,这个新的工作流表现几乎和我的 ZIB + ZIT 工作流一样好,只是存在一些小缺点,比如姿势不自然和人体结构不准确。不过,这仍然是解决“多样性崩塌(Diversity Collapse)”问题的一个非常有效的方案。

用于解决少步数蒸馏 Flow Matching / Diffusion 模型中的“多样性崩塌”问题的高效 LoKr 适配器,但也会在一定程度上增加人体结构异常的概率。

增加了对 SDA LORA 的支持

使用了新的放大器 (SD upscaler),进一步尝试消除 SD 放大带来的副作用 (莫名的水渍,鸡皮疙瘩,油光)

加入了一些使用体验上的优化(QoL),整体流程更加顺手,并与我其他较新的工作流保持一致

2026-03-20

V5.0 ZIT Dual Ksampler Enhanced Simple workflow

V5.0 is here. Some optimization and QoL update for the Moody ZIT and ZID models better support. Added an attempt to fix some anomolies from SD upscale node.

V5.0 版本已发布。针对最新的moody模型 进行了一些优化和体验改进。尝试修复SD upscale奇怪纹路的问题。

2026-02-25

Dual K-Sampler setup with minor quality of life updates with support of my ZIT/ZID (Zimage distilled) models.

Availble ZIT Models / 可选 Turbo 模型:

https://civitai.com/models/620406/moody-porn-mix

https://civitai.com/models/621441/moody-real-mix

https://civitai.com/models/2384856/moody-wild-mix?modelVersionId=2681752

2026-01-20

Add separate seeds for each Ksampler so you don't have to re-run the whole flow from beginning if you just want minor changes

Use a different upscalers for better performance and quality

Included the facedetailer flow by default

Added optional SeedVR for upscaling to 4k

Added optional skin contrast filter

2026-01-13

Updated with 2 Ksamplers for better preview and optimization.

2026-01-01

Added a face detailer workflow as requested. Since some users have noted that character LoRAs are not fully compatible, my recommended workaround is to first describe the character using a text prompt, then apply the face detailer with your character LoRA to effectively perform a “face swap.”

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As requested, here is a simplified, minimal workflow derived from my setup for the most basic Z-image AIGC tasks.

VAE · Hugging Face · Comfy-Org/z_image_turbo