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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.

Sourcecivitai.com/models/987817
TâcheMultipleCapacitésImage en image · Texte en image · Mise à l'échelleFamilleStable DiffusionVersionRelease 1106640 — Multi-Stage-Generation_Sigma-Splitting_ComfyUI-Workflow_Diffusional.jsonEstimé VRAMNot yet characterizedBClasse

Profil d'exécution

Accès
Flux de travail externe
Statut
Présenté
Version
Multi-Stage-Generation_Sigma-Splitting_ComfyUI-Workflow_Diffusional.json
Source
Civitai
Mis à jour
18 oct. 2026

Description de la source

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.

Exigences

Modèles

1

Commentaire généré par l’IA

Explication générée par l’IA à partir des détails de la source et de la configuration. Les suggestions sont clairement signalées.

Objectif

  • 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.

Entrées et sorties

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

Installation

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

Dépendances

  • 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.

Configuration

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

    Suggestion · non vérifié

Précautions

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

    Suggestion · non vérifié

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

    Suggestion

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Sources

1 source
CivitaiPrincipalVersion 1106640
civitai.com/models/987817

Vérifié 18 oct.

Extraits de sources

3 extraits
Note18 oct.civitai.com/models/987817

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

Note6 aoûtcivitai.com/models/987817

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

Note20 juil.civitai.com/models/987817

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