Nanakusa Nazuna - Yofukashi no uta [Dora] [Pony]

This is a DoRA , not your typically made LoRA . A1111 v1.9.0 and up is required to use this. Forge users must download two files, which can be found here . Go to stable-diffusion-webui\ldm_patched\modules and replace the files there.

Kohya training config (toml):

bucket_no_upscale = true bucket_reso_steps = 256 cache_latents = true cache_latents_to_disk = true caption_extension = ".txt" clip_skip = 2 dynamo_backend = "no" enable_bucket = true epoch = 20 full_bf16 = true gradient_accumulation_steps = 1 gradient_checkpointing = true huber_c = 0.1 huber_schedule = "snr" learning_rate = 1.0 logging_dir = "E:/work/LoRa_work/logging" loss_type = "l2" lr_scheduler = "cosine" lr_scheduler_args = [] lr_scheduler_num_cycles = 1 lr_scheduler_power = 1 max_bucket_reso = 2048 max_data_loader_n_workers = 0 max_grad_norm = 1 max_timestep = 1000 max_token_length = 225 max_train_epochs = 20 max_train_steps = 153 metadata_author = "motimalu" min_bucket_reso = 512 min_snr_gamma = 5 mixed_precision = "bf16" multires_noise_discount = 0.3 multires_noise_iterations = 6 network_alpha = 32 network_args = [ "preset=full", "conv_dim=1", "conv_alpha=1", "rank_dropout=0", "bypass_mode=False", "dora_wd=True", "module_dropout=0", "use_tucker=False", "use_scalar=False", "rank_dropout_scale=False", "algo=locon", "train_norm=False",] network_dim = 32 network_module = "lycoris.kohya" no_half_vae = true noise_offset_type = "Multires" optimizer_args = [] optimizer_type = "Prodigy" output_dir = "D:/model_output" output_name = "pony_nanakusa_nazuna_dora_v3" pretrained_model_name_or_path = "C:/workspace/webui_forge_cu121_torch21/webui/models/Stable-diffusion/ponyDiffusionV6XL_v6Start WithThisOne.safetensors" prior_loss_weight = 1 resolution = "1024,1024" sample_every_n_epochs = 10 sample_prompts = "D:/model_output\prompt.txt" sample_sampler = "euler_a" save_every_n_epochs = 20 save_model_as = "safetensors" save_precision = "bf16" seed = 339491249 text_encoder_lr = 1 train_batch_size = 8 train_data_dir = "C:/data/nanakusa_nazuna" unet_lr = 1 xformers = true