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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.

Quellecivitai.com/models/987817
AufgabeMehrfachFähigkeitenBild zu Bild · Text zu Bild · HochskalierungFamilieStable DiffusionVersionRelease 1106640 — Multi-Stage-Generation_Sigma-Splitting_ComfyUI-Workflow_Diffusional.jsonGeschätzte VRAMNot yet characterizedBBewertung

Laufzeitprofil

Zugriff
Externer Arbeitsablauf
Status
Aufgelistet
Version
Multi-Stage-Generation_Sigma-Splitting_ComfyUI-Workflow_Diffusional.json
Quelle
Civitai
Aktualisiert
18. Okt. 2026

Quellenbeschreibung

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.

Anforderungen

Modelle

1

KI-generierter Kommentar

KI-generierte Erklärung auf Grundlage von Quellen- und Konfigurationsdetails. Vorschläge sind klar gekennzeichnet.

Zweck

  • 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.

Eingaben und Ausgaben

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

Einrichtung

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

Abhängigkeiten

  • 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.

Konfiguration

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

    Vorschlag · nicht geprüft

Vorsichtsmaßnahmen

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

    Vorschlag · nicht geprüft

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

    Vorschlag

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Quellen

1 Quelle
CivitaiPrimärVersion 1106640
civitai.com/models/987817

Verifiziert 18. Okt.

Quellenauszüge

3 Auszüge
Note18. Okt.civitai.com/models/987817

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

Note6. Aug.civitai.com/models/987817

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

Note20. Julicivitai.com/models/987817

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