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Edit workflow 2 in one - Flux Klein 9 + Qwen edit 2511 + SAM3

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Type

Workflows

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396

Reviews

Published

Apr 27, 2026

Base Model

Flux.2 Klein 9B

Hash

AutoV2
C3E46CF534

The FLUX.1 [dev] Model is licensed by Black Forest Labs. Inc. under the FLUX.1 [dev] Non-Commercial License. Copyright Black Forest Labs. Inc.

IN NO EVENT SHALL BLACK FOREST LABS, INC. BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH USE OF THIS MODEL.

Workflow Overview

This is a dual editing workflow for Qwen Edit 2511 and Flux Klein 9B; however, both model groups are self-contained. You can safely delete the entire group of whichever model you don't use without breaking the workflow. The remaining model group will work independently without any additional changes needed.

Additionally, the workflow can function as a standard text-to-image workflow.

Why a dual workflow?
Flux Klein is my preferred editing model and I use it all the time; however, I like to have the Qwen model as a backup when Klein struggles with certain edits, and vice versa.

Some personal notes:
Qwen Edit has better character consistency, but it loses skin details; Flux Klein can sometimes affect character consistency, but it preserves details better.

Two variants are provided in the zip file:

  • A standard edit workflow (EditStandard.json)

  • The same workflow as the first one, but with the extra feature of saving images with metadata compatible with CivitAI (EditCivitAI.json)

Main features

  • Standard text-to-image generation

  • Edit images guided by a text prompt, using up to three reference source images

  • Isolate and mask specific objects or subjects via SAM3 segmentation or hand-drawn masks (or both) to avoid pixel drifting

  • Camera angle control (especially useful with Qwen + multi-angle LoRA)

  • Basic pose transfer

Example use cases

Virtual try-on / outfit transfer

Object / subject removal

Background / scene change

Character swap / face swap

Inpainting

Multi-angle view

Pose change

Character sheet

Scene composition

Image fixing

Image style change

Detailed instructions are contained in the workflow itself:

  • Red nodes are instructions and useful notes.

  • Yellow nodes are configurable elements you can adjust to your needs.