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TOBE2D Stable Cascade TEXT to IMAGES V1 — v1.0

This is the initial release of my personal experimental workflow for speed and quality.

FamilyStable DiffusionVersionRelease 358415 — TOBE2D_Stable_Cascade__TEXT_2_IMAGES_V1.jsonEstimated VRAMNot yet characterizedDgrade

Runtime profile

Access
External workflow
Status
Listed
Version
TOBE2D_Stable_Cascade__TEXT_2_IMAGES_V1.json
Source
Civitai
Updated
Oct 18, 2026

What you need

Hardware and download-size estimates are not available yet.

Requirements

Models

3
  • dreamshaperXL_v2TurboDpmppSDE.safetensors

    Not resolved

    Checkpoint · Unknown

  • stable_cascade_stage_b.safetensors

    Not resolved

    Checkpoint · Unknown

  • stable_cascade_stage_c.safetensors

    Not resolved

    Checkpoint · Unknown

AI-generated commentary

AI-generated explanation based on source and configuration details. Suggestions are clearly labeled.

Purpose

  • TOBE2D Stable Cascade TEXT to IMAGES V1 — v1.0 is a Stable Cascade text-to-image workflow: enter a text prompt, use Stage B and Stage C models, and create image output that can be saved.

Flow

  • The workflow covers prompt entry, text encoding, sampling, VAE processing, image output, and saving through CR Prompt Text, CLIPTextEncode, KSampler, VAEEncode, VAEDecode, CR Image Output, and SaveImage.

Inputs and outputs

  • Enter a text prompt in CR Prompt Text; CLIPTextEncode is the named text-encoding component.

  • The listed Stage B and Stage C model files are stable_cascade_stage_b.safetensors and stable_cascade_stage_c.safetensors.

  • CR Image Output is the named image-output component, and SaveImage is the named image-saving component.

Setup

  • Update ComfyUI to the latest version before using the workflow.

    Suggestion · not verified

  • Choose one Stage B and Stage C model pair for your VRAM: stage_b + stage_c, stage_b_bf16 + stage_c_bf16, stage_b_lite + stage_c_lite, or stage_b_lite_bf16 + stage_c_lite_bf16.

    Suggestion · not verified

Dependencies

  • Named node packs include ComfyUI_Comfyroll_CustomNodes, ComfyUI-mape-Helpers, and cg-use-everywhere.

  • Listed model files also include dreamshaperXL_v2TurboDpmppSDE.safetensors.

  • Other named nodes include CheckpointLoaderSimple, CLIPTextEncode, FreeU, KSampler, SaveImage, Seed Everywhere, StableCascade_EmptyLatentImage, StableCascade_StageB_Conditioning, VAEDecode, and VAEEncode.

Configuration

  • The description lists 5 steps for Stage C and 3 for Stage B; it also names 10 steps in Stage C and 5 in Stage B as the best combination found.

  • The workflow includes an added Face fixer.

Cautions

  • The creator describes this as a personal experimental release for speed and quality.

  • No source is listed for dreamshaperXL_v2TurboDpmppSDE.safetensors; verify where to obtain it before setup.

    Suggestion · not verified

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Sources

1 source
CivitaiPrimaryVersion 358415
civitai.com/models/319627

Verified Oct 18

Source excerpts

2 excerpts

Source context: 467 downloads · Type Workflows · Base model Stable Cascade

Source context: 451 downloads · Type Workflows · Base model Stable Cascade