description: <p>My first SDXL LoRA. This one is in the style of Naga U, who makes adorable chibi characters. Based on 200 manually + automatically captioned character images.</p><p>No trigger words, but <strong>chibi</strong> helps force the style better. Works well on <a target="_blank" rel="ugc" href="https://civitai.com/models/288584/autismmix-sdxl">AutismMix</a>.</p><p>Examples are gen'd in ComfyUI with injected metadata for A1111, so they might not be exactly reproducible.</p><h3 id="heading-942">Training Setup</h3><p>Was kind of a pain figuring out what worked for SDXL, so here's the full training config for bmaltais's kohya_ss GUI. Not saying this is ideal, but maybe it helps someone. Dataset was 215 captioned images with danbooru-style tags. Training images all had the score_9, ..., etc tags. Some images were smaller than 1024x1024, but bucket upscaling was enabled. Enjoy.</p><pre><code>{
    "LoRA_type": "Standard",
    "LyCORIS_preset": "full",
    "adaptive_noise_scale": 0,
    "additional_parameters": "--network_train_unet_only",
    "block_alphas": "",
    "block_dims": "",
    "block_lr_zero_threshold": "",
    "bucket_no_upscale": false,
    "bucket_reso_steps": 64,
    "cache_latents": true,
    "cache_latents_to_disk": true,
    "caption_dropout_every_n_epochs": 0.0,
    "caption_dropout_rate": 0.1,
    "caption_extension": ".txt",
    "clip_skip": 1,
    "color_aug": false,
    "constrain": 0.0,
    "conv_alpha": 1,
    "conv_block_alphas": "",
    "conv_block_dims": "",
    "conv_dim": 1,
    "debiased_estimation_loss": false,
    "decompose_both": false,
    "dim_from_weights": false,
    "down_lr_weight": "",
    "enable_bucket": true,
    "epoch": 10,
    "factor": -1,
    "flip_aug": false,
    "fp8_base": false,
    "full_bf16": false,
    "full_fp16": false,
    "gpu_ids": "",
    "gradient_accumulation_steps": "1",
    "gradient_checkpointing": true,
    "keep_tokens": 0,
    "learning_rate": 0.0005,
    "logging_dir": "&lt;your dir&gt;",
    "lora_network_weights": "",
    "lr_scheduler": "cosine_with_restarts",
    "lr_scheduler_args": "",
    "lr_scheduler_num_cycles": "",
    "lr_scheduler_power": "",
    "lr_warmup": 2,
    "max_bucket_reso": 2048,
    "max_data_loader_n_workers": "0",
    "max_grad_norm": 1,
    "max_resolution": "1024,1024",
    "max_timestep": 1000,
    "max_token_length": "225",
    "max_train_epochs": "",
    "max_train_steps": "",
    "mem_eff_attn": false,
    "mid_lr_weight": "",
    "min_bucket_reso": 256,
    "min_snr_gamma": 5,
    "min_timestep": 0,
    "mixed_precision": "bf16",
    "model_list": "custom",
    "module_dropout": 0.1,
    "multi_gpu": false,
    "multires_noise_discount": 0,
    "multires_noise_iterations": 0,
    "network_alpha": 8,
    "network_dim": 16,
    "network_dropout": 0.1,
    "noise_offset": 0.0357,
    "noise_offset_type": "Original",
    "num_cpu_threads_per_process": 2,
    "num_machines": 1,
    "num_processes": 1,
    "optimizer": "AdamW",
    "optimizer_args": "weight_decay=0.1 betas=0.9,0.99",
    "output_dir": "&lt;your dir&gt;",
    "output_name": "NagaU",
    "persistent_data_loader_workers": false,
    "pretrained_model_name_or_path": "&lt;path to pony&gt;/ponyDiffusionV6XL_v6StartWithThisOne.safetensors",
    "prior_loss_weight": 1.0,
    "random_crop": false,
    "rank_dropout": 0.1,
    "rank_dropout_scale": false,
    "reg_data_dir": "",
    "rescaled": false,
    "resume": "",
    "sample_every_n_epochs": 1,
    "sample_every_n_steps": 0,
    "sample_prompts": "score_9, score_8_up, score_7_up, score_6_up, score_5_up, score_4_up, BREAK, 1girl, solo, full body, orange hair, smug, freckles, outdoors, green jacket, black leggings, --d 1 --w 832 --h 1216 --s 30 --l 4 --n monochrome, signature,",
    "sample_sampler": "euler",
    "save_every_n_epochs": 1,
    "save_every_n_steps": 0,
    "save_last_n_steps": 0,
    "save_last_n_steps_state": 0,
    "save_model_as": "safetensors",
    "save_precision": "bf16",
    "save_state": false,
    "scale_v_pred_loss_like_noise_pred": false,
    "scale_weight_norms": 0,
    "sdxl": true,
    "sdxl_cache_text_encoder_outputs": false,
    "sdxl_no_half_vae": true,
    "seed": "",
    "shuffle_caption": false,
    "stop_text_encoder_training": -1,
    "text_encoder_lr": 0.0,
    "train_batch_size": 2,
    "train_data_dir": "&lt;your dir&gt;",
    "train_norm": false,
    "train_on_input": true,
    "training_comment": "",
    "unet_lr": 0.0,
    "unit": 1,
    "up_lr_weight": "",
    "use_cp": false,
    "use_scalar": false,
    "use_tucker": false,
    "use_wandb": false,
    "v2": false,
    "v_parameterization": false,
    "v_pred_like_loss": 0,
    "vae": "",
    "vae_batch_size": 0,
    "wandb_api_key": "",
    "weighted_captions": false,
    "xformers": "xformers"
  }</code></pre>
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modelVersions.trainedWords: chibi
name: [Pony XL] Naga U Style
tags: anime female style chibi cute male sd