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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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.
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Explicación generada por IA basada en los detalles de la fuente y la configuración. Las sugerencias están claramente identificadas.
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.
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Before using it, confirm that your setup has the listed model files and node types.
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Fuentes
1 fuenteExtractos de fuentes
1 extractoSource 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.
Requisito de VRAM estimado
Estimación no disponible
11,8 GB en 2 de 9 archivos de modelos. Total de archivos de modelos + 25 % de sobrecarga de carga + 2 GB de margen de ejecución, redondeado hacia arriba.
Requisitos
18 requisitosae.safetensors
EncontradoVAE · 320 MB · SAFETENSORS · Unknown
CLIPLoader
PosibleText encoder · Unknown
Text encoder · Hugging Face · hddclip/qwen_3_4b.safetensors · Z Image Turbo (Turbo)
LatentUpscale
PosibleUpscaler · Unknown
sd15/realisticVisionV51_v51VAE.safetensors
No resueltoVAE · Hugging Face · sd15/realisticVisionV51_v51VAE.safetensors
VAEDecode
PosibleVAE · Unknown
VAEEncode
PosibleVAE · Unknown
VAELoader
PosibleVAE · Unknown
z_image_turbo_bf16.safetensors
EncontradoCheckpoint · 11.5 GB · SAFETENSORS · bf16 · Unknown
CheckpointLoaderSimple
PosiblePaquete de nodos · Unknown
CLIPTextEncode
PosiblePaquete de nodos · Unknown
EmptySD3LatentImage
No resueltoPaquete de nodos · Unknown
Paquete de nodos · Unknown
Paquete de nodos · Unknown
PrimitiveInt
No resueltoPaquete de nodos · Unknown
PrimitiveStringMultiline
No resueltoPaquete de nodos · Unknown
SaveImage
PosiblePaquete de nodos · Unknown
UNETLoader
PosiblePaquete de nodos · Unknown