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    Z-image turbo TXT2IMG, IMG2IMG, inpaint, controlnet, lora manager, caption, adetailer, SeedVR2. - v1.1
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    A pretty simple workflow with a few common features. There are some important (more or less) notes inside the workflow. It is designed for 'legacy' mode. For now, I still think that Nodes 2.0 are mostly buggy and slower garbage, even though they have a few cool things. The metadata of a final image will not contain the diffusion model name; I still haven't found a good way to add it to the metadata. Fixed in v.1.2

    I didn't notice that Lora doesn't get into the metadata for automatic detection. Fixed in v2.0.

    Description

    v.1.1.

    Few small fixes and visial changes.

    FAQ

    Comments (8)

    kg843Dec 14, 2025
    CivitAI

    How can i fix it KSampler: - Return type mismatch between linked nodes: scheduler, received_type(['simple', 'sgm_uniform', 'karras', 'exponential', 'ddim_uniform', 'beta', 'normal', 'linear_quadratic', 'kl_optimal', 'zipf_linear', 'zeta', 'bong_tangent']) mismatch input_type(['simple', 'sgm_uniform', 'karras', 'exponential', 'ddim_uniform', 'beta', 'normal', 'linear_quadratic', 'kl_optimal', 'zipf_linear', 'zeta', 'bong_tangent', 'beta57'])

    DemonAlone
    Author
    Dec 14, 2025

    It's difficult to say what the problem is. For the experiment, you could set (by toggles or manually) mute for the IMG2IMG group, bypass control net and unpack Ksampler subgraph to see exactly which node is causing the issue — whether it's the Ksampler or something else.

    drfaker911219Dec 16, 2025

    I too get same error

    DemonAlone
    Author
    Dec 16, 2025

    @drfaker911219 is that error exactly with ksampler or with whole subgraph?

    drfaker911219Dec 16, 2025

    @DemonAlone  Oh and I'm using z_image_turbo_bf16

    Failed to validate prompt for output 31:
    * KSampler 87:86:
     - Return type mismatch between linked nodes: scheduler, received_type(['simple', 'sgm_uniform', 'karras', 'e
    xponential', 'ddim_uniform', 'beta', 'normal', 'linear_quadratic', 'kl_optimal', 'sigmoid_offset', 'FlowMatchE
    ulerDiscreteScheduler', 'ays', 'ays+', 'ays_30', 'ays_30+', 'gits', 'beta_1_1', 'bong_tangent']) mismatch inpu
    t_type(['simple', 'sgm_uniform', 'karras', 'exponential', 'ddim_uniform', 'beta', 'normal', 'linear_quadratic'
    , 'kl_optimal', 'sigmoid_offset', 'FlowMatchEulerDiscreteScheduler', 'ays', 'ays+', 'ays_30', 'ays_30+', 'gits
    ', 'beta_1_1', 'bong_tangent', 'beta57'])
    Output will be ignored
    Failed to validate prompt for output 43:
    Output will be ignored
    invalid prompt: {'type': 'prompt_outputs_failed_validation', 'message': 'Prompt outputs failed validation', 'd
    etails': '', 'extra_info': {}}


    DemonAlone
    Author
    Dec 16, 2025

    @drfaker911219 Try the following: go into the ksampler's subgraph and remove the sampler and scheduler links. If that doesn't help, remove the Input Parameters node and try again.

    atosenDec 20, 2025

    I found the node with "id": 86 and changed its scheduler link 245 to null. Then, I completely removed the link section with "id": 245 to fix the connection error.

    DemonAlone
    Author
    Dec 20, 2025

    @oooppp I don’t see nodes with those IDs. It seems my numeration is different. What are the names of those nodes that you mean?

    Workflows
    ZImageTurbo

    Details

    Downloads
    197
    Platform
    CivitAI
    Platform Status
    Available
    Created
    12/14/2025
    Updated
    5/4/2026
    Deleted
    -

    Files

    zImageTurboTXT2IMGIMG2IMG_v10.zip

    Mirrors

    zImageTurboTXT2IMGIMG2IMGInpaint_v11.zip