You may have noticed that the Z-Image-Turbo model doesn't produce a lot of variety when varying seeds. This native workflow is an attempt to generate more variety by starting encoding with an SD 1.5 model. Z-Image...
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Quellenbeschreibung
You may have noticed that the Z-Image-Turbo model doesn't produce a lot of variety when varying seeds. This native workflow is an attempt to generate more variety by starting encoding with an SD 1.5 model. Z-Image still does most of the work, and at the end, so I'm calling my use of SD 1.5 a "prefiner".
The prefiner adds variety to everything, but the un-described background seems most affected. While SD 1.5 generates a 512x512 image, there appears to be no problem with resizing the result to most shapes for final generation.
A few notes after 24 hours:
My favorite scheduler for Z-Image is now sgm-uniform, rather than the workflow default.
Turning up the CFG on SD 1.5 can reduce, but not remove, the patterns all over the place.
KI-generierter Kommentar
KI-generierte Erklärung auf Grundlage von Quellen- und Konfigurationsdetails. Vorschläge sind klar gekennzeichnet.
Z-Image SD variety prefiner is for trying to generate more varied Z-Image-Turbo images: it starts encoding with SD 1.5, uses Z-Image-Turbo for most of the work and the final stage, takes a seed you can vary, and outputs an image.
SD 1.5 starts the encoding, while Z-Image-Turbo does most of the work and handles the final stage.
The description says the prefiner adds variety across the image, with the undescribed background seeming most affected.
The SD 1.5 stage generates a 512×512 image, and the author notes that it can be resized to most shapes for final generation.
A SaveImage step is listed in the workflow.
Published by Ken G6 on Civitai at https://civitai.com/models/2172045.
The listed model files are ae.safetensors, hddclip/qwen_3_4b.safetensors, sd15/realisticVisionV51_v51VAE.safetensors, and z_image_turbo_bf16.safetensors.
Listed node types include CheckpointLoaderSimple, CLIPLoader, CLIPTextEncode, EmptySD3LatentImage, KSamplerAdvanced, LatentUpscale, and ModelSamplingAuraFlow.
Other listed node types are PrimitiveInt, PrimitiveStringMultiline, SaveImage, UNETLoader, VAEDecode, VAEEncode, and VAELoader.
The author lists sgm-uniform as a preferred Z-Image scheduler instead of the workflow default.
Increasing SD 1.5 CFG can reduce patterns across the image, but not eliminate them.
A relatively high step break of 2 or 3 can sometimes produce a cartoony look, but the described effect is not reliably repeatable.
No license is listed for this workflow; review the Civitai page before reuse.
Vorschlag · nicht geprüft
Before using it, confirm that your setup has the listed model files and node types.
Vorschlag · nicht geprüft
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Quellen
1 QuelleQuellenauszüge
1 AuszugSource context: 143 downloads · Type Workflows · Base model ZImageTurbo
Occasionally, a relatively high step break of 2 or 3 has the effect of turning the whole image cartoony. It's a nice effect but I can't do it reliably yet.
Geschätzter VRAM Bedarf
Schätzung nicht verfügbar
11,8 GB über 2 von 9 Modell-Dateien. Gesamtmodell-Dateien + 25% Ladeaufwand + 2 GB Ausführungs-Puffer, aufgerundet.
Anforderungen
18 Anforderungenae.safetensors
GefundenVAE · 320 MB · SAFETENSORS · Unknown
CLIPLoader
MöglichText encoder · Unknown
Text encoder · Hugging Face · hddclip/qwen_3_4b.safetensors · Z Image Turbo (Turbo)
LatentUpscale
MöglichUpscaler · Unknown
sd15/realisticVisionV51_v51VAE.safetensors
Nicht aufgelöstVAE · Hugging Face · sd15/realisticVisionV51_v51VAE.safetensors
VAEDecode
MöglichVAE · Unknown
VAEEncode
MöglichVAE · Unknown
VAELoader
MöglichVAE · Unknown
z_image_turbo_bf16.safetensors
GefundenCheckpoint · 11.5 GB · SAFETENSORS · bf16 · Unknown
CheckpointLoaderSimple
MöglichKnotenpaket · Unknown
CLIPTextEncode
MöglichKnotenpaket · Unknown
EmptySD3LatentImage
Nicht aufgelöstKnotenpaket · Unknown
Knotenpaket · Unknown
Knotenpaket · Unknown
PrimitiveInt
Nicht aufgelöstKnotenpaket · Unknown
PrimitiveStringMultiline
Nicht aufgelöstKnotenpaket · Unknown
SaveImage
MöglichKnotenpaket · Unknown
UNETLoader
MöglichKnotenpaket · Unknown