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Multi-Stage Generation Techniques: Sigma Splitting Comparison ComfyUI Workflow — SD 1.5-XL

This is a workflow demonstrating how to spread sections of a step schedule across different stages to enhance generation with the same number of steps/computer overall.

Fuentecivitai.com/models/987817
TareaMúltipleCapacidadesImagen a imagen · Texto a imagen · AmpliaciónFamiliaStable DiffusionVersiónRelease 1106640 — Multi-Stage-Generation_Sigma-Splitting_ComfyUI-Workflow_Diffusional.jsonVRAM estimadaNot yet characterizedBcalidad

Perfil de ejecución

Acceso
Flujo externo
Estado
Publicado
Versión
Multi-Stage-Generation_Sigma-Splitting_ComfyUI-Workflow_Diffusional.json
Fuente
Civitai
Actualizado
18 oct 2026

Descripción de la fuente

This is a workflow demonstrating how to spread sections of a step schedule across different stages to enhance generation with the same number of steps/computer overall.

Primarily, you can split earlier steps and later steps to different stages so you can assign different weight, prompt, resolution, model, step density, etc. and accomplish some neat things, often with little or no extra overhead.

It pairs with this article: https://civitai.com/articles/9191

What you need

Model files
6.5 GiB

Remaining hardware or download-size estimates are not available yet.

Requisitos

Modelos

1

Comentario generado por IA

Explicación generada por IA basada en los detalles de la fuente y la configuración. Las sugerencias están claramente identificadas.

Propósito

  • This ComfyUI workflow is for splitting earlier and later parts of a step schedule across stages; it lets you vary each stage’s weight, prompt, resolution, model, and step density, with nodes for previewing, comparing, and saving image results with metadata.

Entradas y salidas

  • The workflow file lists PreviewImage, Image Comparer (rgthree), and Save Image w/Metadata nodes.

Configuración inicial

  • The listed version is SD 1.5-XL, with SDXL 1.0 as the base model.

Dependencias

  • The workflow file lists these nodes: Anything Everywhere3, BasicScheduler, CheckpointLoaderSimple, CLIPTextEncode, EmptyLatentImage, Fast Groups Bypasser (rgthree), Graph sigmas, Image Comparer (rgthree), and ImageScaleBy.

  • It also lists KSamplerSelect, PreviewImage, SamplerCustom, Save Image w/Metadata, Seed Everywhere, SplitSigmas, String, VAEDecode, and VAEEncode.

  • The workflow names sd15/cyberrealistic_v60.safetensors as a checkpoint.

Configuración

  • For a stage comparison, try changing the weight, prompt, resolution, model, or step density between stages.

    Sugerencia · sin verificar

Precauciones

  • Check that the named checkpoint is available in your setup before running the workflow.

    Sugerencia · sin verificar

  • The listing provides no license information; check usage terms before using or sharing the workflow.

    Sugerencia

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Fuentes

1 fuente
CivitaiPrincipalVersión 1106640
civitai.com/models/987817

Verificado 18 oct

Extractos de fuentes

3 extractos
Note18 octcivitai.com/models/987817

Source context: 268 downloads · Type Workflows · Base model SDXL 1.0

Note6 agocivitai.com/models/987817

Source context: 242 downloads · Type Workflows · Base model SDXL 1.0

Note20 julcivitai.com/models/987817

Source context: 238 downloads · Type Workflows · Base model SDXL 1.0