CivArchive
    Sketch (Style) [ZIT & SDXL] - SDXL
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    Follow me on X/Twitter for exclusive content: https://x.com/Citron_Legacy 😁

    Check out all my Style Loras: https://civarchive.com/collections/10766871

    I intentionally used "sketchy" art so that this Lora generates not rough art not professional tier art.

    Description

    [sdxl_arguments]

    cache_text_encoder_outputs = false

    no_half_vae = true

    min_timestep = 0

    max_timestep = 1000

    shuffle_caption = true

    lowram = true

    [model_arguments]

    pretrained_model_name_or_path = "stabilityai/stable-diffusion-xl-base-1.0"

    vae = "/content/vae/sdxl_vae.safetensors"

    [dataset_arguments]

    debug_dataset = false

    in_json = "/content/LoRA/meta_lat.json"

    train_data_dir = "/content/drive/MyDrive/lora_training/datasets/Anime_Sketch_SDXL"

    dataset_repeats = 2

    keep_tokens = 1

    resolution = "1024,1024"

    color_aug = false

    token_warmup_min = 1

    token_warmup_step = 0

    [training_arguments]

    output_dir = "/content/drive/MyDrive/kohya-trainer/output/Anime_Sketch_SDXL"

    output_name = "Anime_Sketch_SDXL"

    save_precision = "fp16"

    save_every_n_epochs = 1

    train_batch_size = 4

    max_token_length = 225

    mem_eff_attn = false

    sdpa = true

    xformers = false

    max_train_epochs = 10

    max_data_loader_n_workers = 8

    persistent_data_loader_workers = true

    gradient_checkpointing = true

    gradient_accumulation_steps = 1

    mixed_precision = "fp16"

    [logging_arguments]

    log_with = "tensorboard"

    logging_dir = "/content/LoRA/logs"

    log_prefix = "Anime_Sketch_SDXL"

    [sample_prompt_arguments]

    sample_sampler = "euler_a"

    [saving_arguments]

    save_model_as = "safetensors"

    [optimizer_arguments]

    optimizer_type = "AdaFactor"

    learning_rate = 0.0001

    max_grad_norm = 0

    optimizer_args = [ "scale_parameter=False", "relative_step=False", "warmup_init=False",]

    lr_scheduler = "constant_with_warmup"

    lr_warmup_steps = 100

    [additional_network_arguments]

    no_metadata = false

    network_module = "networks.lora"

    network_dim = 32

    network_alpha = 16

    network_args = []

    network_train_unet_only = true

    FAQ

    Comments (8)

    superhdaiJan 27, 2024
    CivitAI

    Not working mate, base model used is Starlight XL

    LOPxdJan 5, 2026

    true, not working on zit.

    JiankaApr 6, 2024· 5 reactions
    CivitAI

    😮Where did you find my High School sketch book?

    krigetaNov 6, 2025· 4 reactions
    CivitAI

    Hey, may you update it to the Illustrious version as well?

    CitronLegacy
    Author
    Nov 6, 2025· 1 reaction

    I will someday. Unfortunately the last two times I tried the results came out clean instead of sketchy. Illustrious tends to "fix" images so that they aren't "low quality" sketchy so I need to overpower the corrective nature of Illustrious.

    krigetaNov 6, 2025

    @CitronLegacy so it is not me who is struggling to get a good rough sketch results. is it possible to use SDXL loras with illustrious?

    krigetaDec 8, 2025· 1 reaction

    hey @CitronLegacy as ZIT is launched now is it possible for you to make this style for that one?

    CitronLegacy
    Author
    Dec 17, 2025

    Hey @krigeta yes! Thats a good idea. I'll made it based on your idea and will post it pretty soon!

    LORA
    SDXL 1.0

    Details

    Downloads
    3,870
    Platform
    CivitAI
    Platform Status
    Available
    Created
    12/10/2023
    Updated
    6/14/2026
    Deleted
    -
    Trigger Words:
    (Pencil_Sketch:1.2, messy lines, greyscale, traditional media, sketch),
    unfinished, hatching (texture)

    Available On (1 platform)

    Same model published on other platforms. May have additional downloads or version variants.