| { |
| "shuffle_per_epoch": false, |
| "attention": "xformers", |
| "model_variant": "base", |
| "aspect_mode": "dynamic", |
| "aspect_mode_action_preference": "add", |
| "use_ema": false, |
| "clip_penultimate": false, |
| "conditional_dropout": null, |
| "disable_cudnn_benchmark": true, |
| "use_text_files_as_captions": false, |
| "sample_from_batch": 0, |
| "stop_text_encoder_training": 999999999999999, |
| "use_bucketing": true, |
| "regenerate_latent_cache": true, |
| "sample_on_training_start": true, |
| "add_class_images_to_dataset": false, |
| "auto_balance_concept_datasets": false, |
| "sample_aspect_ratios": false, |
| "dataset_repeats": 1, |
| "save_every_n_epoch": 5, |
| "pretrained_model_name_or_path": "stabilityai/stable-diffusion-2-1-base", |
| "pretrained_vae_name_or_path": "", |
| "tokenizer_name": null, |
| "instance_data_dir": null, |
| "class_data_dir": null, |
| "instance_prompt": null, |
| "class_prompt": null, |
| "save_sample_prompt": null, |
| "n_save_sample": 1, |
| "sample_height": 512, |
| "sample_width": 512, |
| "save_guidance_scale": 7.5, |
| "save_infer_steps": 30, |
| "with_prior_preservation": false, |
| "prior_loss_weight": 1.0, |
| "num_class_images": 200, |
| "output_dir": "output/new_model", |
| "seed": 3434554, |
| "resolution": 512, |
| "center_crop": false, |
| "train_text_encoder": true, |
| "train_batch_size": 24, |
| "sample_batch_size": 4, |
| "num_train_epochs": 100, |
| "max_train_steps": 1700, |
| "gradient_accumulation_steps": 1, |
| "gradient_checkpointing": true, |
| "learning_rate": 3e-06, |
| "scale_lr": false, |
| "lr_scheduler": "constant", |
| "lr_warmup_steps": 0, |
| "use_8bit_adam": true, |
| "adam_beta1": 0.9, |
| "adam_beta2": 0.999, |
| "adam_weight_decay": 0.01, |
| "adam_epsilon": 1e-08, |
| "max_grad_norm": 1.0, |
| "push_to_hub": false, |
| "hub_token": null, |
| "hub_model_id": null, |
| "logging_dir": "logs", |
| "log_interval": 10, |
| "sample_step_interval": 300, |
| "mixed_precision": "fp16", |
| "local_rank": -1, |
| "concepts_list": [ |
| { |
| "instance_prompt": "New Concept", |
| "instance_data_dir": "datasets/blackrat", |
| "class_prompt": "", |
| "class_data_dir": "", |
| "do_not_balance": 0, |
| "use_sub_dirs": 0 |
| } |
| ], |
| "save_sample_controlled_seed": null, |
| "detect_full_drive": true, |
| "send_telegram_updates": false, |
| "telegram_chat_id": "0", |
| "telegram_token": "0", |
| "use_deepspeed_adam": false, |
| "append_sample_controlled_seed_action": null, |
| "add_sample_prompt": [ |
| "werewolf transformation muscle growth" |
| ], |
| "use_image_names_as_captions": false, |
| "mask_prompts": null, |
| "batch_tokens": null |
| } |
