Boss Fight

"YOU- SHALL NOT- PASS!"

A LoRA for the "boss fight" vibe, specifically with one character in the foreground and their adversary further in the background, often larger and more intimidating. This LoRA captures the moment in the game when you think "uh oh" and regret not going through your inventory and upgrading your equipment before clicking "are you sure you're ready to continue?" It's the shot before the battle starts, when you first see the boss health bar fill up... five times.

The keyword is "bssfight". Although that's the main activation token, you'll want to play around with words like "perspective", "giant", "monster", "battle", and that sort of thing, because there's a decent amount of flexibility in the LoRA and using just the keyword isn't going to force the model into some very specific shot.

You'll almost always want to use some non-unitary aspect ratio, i.e. don't use a square image. It works, but I've found you can get much more stylized images either from portrait or landscape aspect ratios. Portrait will usually get you the hero on the bottom and a large adversary above them. Landscape will usually get you a hero that's off to one side and larger in the framing, appearing closer to the camera. I personally prefer landscape mode generally, and I've found that 1344x768 can be a good one to use.

Please don't hesitate to ask me about the model if you're curious. The training parameters are as follows:

{
  "LoRA_type": "Standard",
  "LyCORIS_preset": "full",
  "adaptive_noise_scale": 0,
  "additional_parameters": "--log_prefix=bssfight",
  "async_upload": false,
  "block_alphas": "",
  "block_dims": "",
  "block_lr_zero_threshold": "",
  "bucket_no_upscale": false,
  "bucket_reso_steps": 32,
  "bypass_mode": false,
  "cache_latents": true,
  "cache_latents_to_disk": true,
  "caption_dropout_every_n_epochs": 0,
  "caption_dropout_rate": 0,
  "caption_extension": ".txt",
  "clip_skip": 2,
  "color_aug": false,
  "constrain": 0,
  "conv_alpha": 4,
  "conv_block_alphas": "",
  "conv_block_dims": "",
  "conv_dim": 4,
  "dataset_config": "",
  "debiased_estimation_loss": false,
  "decompose_both": false,
  "dim_from_weights": false,
  "dora_wd": false,
  "down_lr_weight": "",
  "dynamo_backend": "no",
  "dynamo_mode": "default",
  "dynamo_use_dynamic": false,
  "dynamo_use_fullgraph": false,
  "enable_bucket": true,
  "epoch": 0,
  "extra_accelerate_launch_args": "",
  "factor": -1,
  "flip_aug": false,
  "fp8_base": false,
  "full_bf16": false,
  "full_fp16": false,
  "gpu_ids": "",
  "gradient_accumulation_steps": 1,
  "gradient_checkpointing": true,
  "huber_c": 0.1,
  "huber_schedule": "snr",
  "huggingface_path_in_repo": "",
  "huggingface_repo_id": "",
  "huggingface_repo_type": "",
  "huggingface_repo_visibility": "",
  "huggingface_token": "",
  "ip_noise_gamma": 0,
  "ip_noise_gamma_random_strength": false,
  "keep_tokens": 1,
  "learning_rate": null,
  "log_tracker_config": "",
  "log_tracker_name": "",
  "log_with": "tensorboard",
  "logging_dir": "D:/Coding/kohya_ss/logs",
  "loss_type": "huber",
  "lr_scheduler": "cosine",
  "lr_scheduler_args": "",
  "lr_scheduler_num_cycles": 1,
  "lr_scheduler_power": 1,
  "lr_warmup": 0,
  "main_process_port": 0,
  "masked_loss": false,
  "max_bucket_reso": 2048,
  "max_data_loader_n_workers": 0,
  "max_grad_norm": 1,
  "max_resolution": "1024,1024",
  "max_timestep": 1000,
  "max_token_length": 75,
  "max_train_epochs": 200,
  "max_train_steps": 0,
  "mem_eff_attn": false,
  "metadata_author": "restlessboy",
  "metadata_description": "",
  "metadata_license": "",
  "metadata_tags": "bssfight",
  "metadata_title": "bssfight",
  "mid_lr_weight": "",
  "min_bucket_reso": 64,
  "min_snr_gamma": 0,
  "min_timestep": 0,
  "mixed_precision": "fp16",
  "model_list": "custom",
  "module_dropout": 0.1,
  "multi_gpu": false,
  "multires_noise_discount": 0,
  "multires_noise_iterations": 0,
  "network_alpha": 16,
  "network_dim": 16,
  "network_dropout": 0.1,
  "network_weights": "",
  "noise_offset": 0.0357,
  "noise_offset_random_strength": false,
  "noise_offset_type": "Original",
  "num_cpu_threads_per_process": 2,
  "num_machines": 1,
  "num_processes": 1,
  "optimizer": "AdamW",
  "optimizer_args": "",
  "output_dir": "D:/Coding/kohya_ss/outputs/model",
  "output_name": "bssfight",
  "persistent_data_loader_workers": false,
  "pretrained_model_name_or_path": "D:/ai-models/Illustrious-v1",
  "prior_loss_weight": 1,
  "random_crop": false,
  "rank_dropout": 0.1,
  "rank_dropout_scale": false,
  "reg_data_dir": "",
  "rescaled": false,
  "resume": "",
  "resume_from_huggingface": "",
  "sample_every_n_epochs": 5,
  "sample_every_n_steps": 0,
  "sample_prompts": "masterpiece, best quality, 1girl, sword, long hair, giant monster, kaiju --w 1024 --h 1024 --d 6 --l 6.0 --s 20 --n worst quality, lowres\nmasterpiece, best quality, 1boy, gun, armor, giant robot, mecha, cyberpunk --w 1024 --h 1024 --d 7 --l 6.0 --s 20 --n worst quality, lowres",
  "sample_sampler": "euler_a",
  "save_every_n_epochs": 25,
  "save_every_n_steps": 0,
  "save_last_n_steps": 0,
  "save_last_n_steps_state": 0,
  "save_model_as": "safetensors",
  "save_precision": "fp16",
  "save_state": false,
  "save_state_on_train_end": false,
  "save_state_to_huggingface": false,
  "scale_v_pred_loss_like_noise_pred": false,
  "scale_weight_norms": 1,
  "sdxl": true,
  "sdxl_cache_text_encoder_outputs": false,
  "sdxl_no_half_vae": true,
  "seed": 14,
  "shuffle_caption": false,
  "stop_text_encoder_training_pct": 0,
  "text_encoder_lr": 2.5e-05,
  "train_batch_size": 4,
  "train_data_dir": "D:/Coding/kohya_ss/dataset/img",
  "train_norm": false,
  "train_on_input": false,
  "training_comment": "trigger: bssfight",
  "unet_lr": 7.5e-05,
  "unit": 1,
  "up_lr_weight": "",
  "use_cp": false,
  "use_scalar": false,
  "use_tucker": false,
  "v2": false,
  "v_parameterization": false,
  "v_pred_like_loss": 0,
  "vae": "",
  "vae_batch_size": 0,
  "wandb_api_key": "",
  "wandb_run_name": "",
  "weighted_captions": false,
  "xformers": "xformers"
}