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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)
Not working mate, base model used is Starlight XL
true, not working on zit.
😮Where did you find my High School sketch book?
Hey, may you update it to the Illustrious version as well?
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.
@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?
hey @CitronLegacy as ZIT is launched now is it possible for you to make this style for that one?
Hey @krigeta yes! Thats a good idea. I'll made it based on your idea and will post it pretty soon!
Details
Files
Available On (1 platform)
Same model published on other platforms. May have additional downloads or version variants.



















