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    FLUX.2 [klein] image edit 9B distilled 8 ref image and lora workflow - 6 image version
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    A workflow that lets you use 8 reference images (seems to be the max), it is basically the standard demo workflow, with the added images, and with permanent random seed.

    Prompt Guide

    The prompt in the workflow lets you combine objects and concepts but the 6 image version is almost like an instant Lora training, let me give you the prompt:

    Identify the same character that appears consistently across image 1 and image 2 and image 3 and image 4 and image 5 and image 6 and image 7 and image 8.
    Treat image 1 and image 2 and image 3 and image 4 and image 5 and image 6 and image 7 and image 8 as different views of the same character, not separate subjects.
    
    Infer the character’s overall form, proportions, surface details, and material qualities based on what is consistent across those views.
    
    The character is named Bob. 
    place Bob in a forest holding a cup of tea

    The last 2 lines are interesting, you can nickname the characters in the different images and Flux.2 remember. The last line is where you use your normal prompting skills.

    note that Image 1 will determine the aspect ratio

    Transfer Cloths

    
    Treat image 1 as the original base image.
    Treat image 2 and image 3 and image 4 and image 5 and image 6 and image 7 and image 8 as different views of the same costume, not separate objects. 
    
    Extract only the shared costume inferred from those references, preserving its geometry, seggmentation, surface detail, and material qualities as they appear consistently across the images.
    
    Apply the costume form onto the character in image 1, aligning it to the target body’s proportions and contours.
    Adjust scale, curvature, and orientation so the form conforms naturally to the body, wrapping, bending, or separating where appropriate.
    
    Keep everything else from image 1 unchanged: identity, anatomy, pose, surface material, camera angle, lighting, shadows, and background.
    
    Do not transfer anatomy, pose, or rendering style from image 2 or image 3 or image 4 or image 5 or image 6 or image 7 or image 8 Use those images only as visual references for the shared costume design.
    

    The word costume pulls the weight since if you say clothing Flux thinks textile

    In the 6 and 8 image version you can set the output resolution depending on your amount of vRAM. Just like classic SDXL high resolution might mess up the image, but i have had success wit 2 megapixel

    Description

    FAQ

    Comments (6)

    CherryPoppins24Jan 23, 2026· 2 reactions
    CivitAI

    Question, how does Flux know what is image 1 vs 2,3,4? Is it because of the order of images, naming, etc?

    I feel like Flux Klein does a way better job at distinguishing between these numbers than QWEN Image edit, although it will still mix up the images.

    Torque
    Author
    Jan 23, 2026

    Yeah i guess it is the order of the images from load order..

    Torque
    Author
    Jan 23, 2026· 1 reaction

    check out my new prompt guide in the main description

    Starfish88Jan 23, 2026· 2 reactions
    CivitAI

    Thanks for the great work. Can I add loras? if yes, how?

    Torque
    Author
    Jan 23, 2026

    I've heard rumors on reddit/r/stablediffusion it is possible and lora + reference images should give amazing results. I'm trying to figure out how to train loras on flux 2 klein. The 6 image 'instant lora' workflow is very powerful though.

    Torque
    Author
    Jan 24, 2026· 1 reaction

    Ive just added a version wit Lora support for you!

    Workflows
    Flux.2 Klein 9B

    Details

    Downloads
    182
    Platform
    CivitAI
    Platform Status
    Available
    Created
    1/23/2026
    Updated
    6/23/2026
    Deleted
    -

    Files

    flux2KleinImageEdit9B_6ImageVersion.zip