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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.

Fontecivitai.com/models/987817
TarefaMúltiploCapacidadesImagem para imagem · Texto para imagem · Aumento de resoluçãoFamíliaStable DiffusionVersãoRelease 1106640 — Multi-Stage-Generation_Sigma-Splitting_ComfyUI-Workflow_Diffusional.jsonEstimado VRAMNot yet characterizedBnota

Perfil de execução

Acesso
Fluxo de trabalho externo
Status
Listados
Versão
Multi-Stage-Generation_Sigma-Splitting_ComfyUI-Workflow_Diffusional.json
Fonte
Civitai
Atualizado
18 de out. de 2026

Descrição da fonte

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

Comentário gerado por IA

Explicação gerada por IA com base nos detalhes da fonte e da configuração. As sugestões são 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 e saídas

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

Configuração

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

Dependências

  • 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.

Configuração

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

    Sugestão · não verificado

Precauções

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

    Sugestão · não verificado

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

    Sugestão

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Fontes

1 fonte
CivitaiPrimárioVersão 1106640
civitai.com/models/987817

Verificado 18 de out.

Trechos de fonte

3 trechos
Note18 de out.civitai.com/models/987817

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

Note6 de ago.civitai.com/models/987817

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

Note20 de jul.civitai.com/models/987817

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