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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Descrição da fonte
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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Explicação gerada por IA com base nos detalhes da fonte e da configuração. As sugestões são 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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Fontes
1 fonteTrechos de fonte
1 trechoSource 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.
Estimativa de requisito VRAM
Estimativa indisponível
11,8 GB distribuídos em 2 de 9 arquivos de modelo. Total de arquivos do modelo + 25% de overhead de carregamento + 2 GB de buffer de execução, arredondado para cima.
Requisitos
Requisitos 18ae.safetensors
EncontradoVAE · 320 MB · SAFETENSORS · Unknown
CLIPLoader
PossívelText encoder · Unknown
Text encoder · Hugging Face · hddclip/qwen_3_4b.safetensors · Z Image Turbo (Turbo)
LatentUpscale
PossívelUpscaler · Unknown
sd15/realisticVisionV51_v51VAE.safetensors
Não resolvidoVAE · Hugging Face · sd15/realisticVisionV51_v51VAE.safetensors
VAEDecode
PossívelVAE · Unknown
VAEEncode
PossívelVAE · Unknown
VAELoader
PossívelVAE · Unknown
z_image_turbo_bf16.safetensors
EncontradoCheckpoint · 11.5 GB · SAFETENSORS · bf16 · Unknown
CheckpointLoaderSimple
PossívelPacote de nós · Unknown
CLIPTextEncode
PossívelPacote de nós · Unknown
EmptySD3LatentImage
Não resolvidoPacote de nós · Unknown
Pacote de nós · Unknown
Pacote de nós · Unknown
PrimitiveInt
Não resolvidoPacote de nós · Unknown
PrimitiveStringMultiline
Não resolvidoPacote de nós · Unknown
SaveImage
PossívelPacote de nós · Unknown
UNETLoader
PossívelPacote de nós · Unknown