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January 17, 2024 15:42
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kohya style LoRA config
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{ | |
"LoRA_type": "Standard", | |
"adaptive_noise_scale": 0, | |
"additional_parameters": "", | |
"block_alphas": "", | |
"block_dims": "", | |
"block_lr_zero_threshold": "", | |
"bucket_no_upscale": true, | |
"bucket_reso_steps": 64, | |
"cache_latents": true, | |
"cache_latents_to_disk": true, | |
"caption_dropout_every_n_epochs": 0.0, | |
"caption_dropout_rate": 0, | |
"caption_extension": ".txt", | |
"clip_skip": "1", | |
"color_aug": false, | |
"conv_alpha": 1, | |
"conv_alphas": "", | |
"conv_dim": 1, | |
"conv_dims": "", | |
"decompose_both": false, | |
"dim_from_weights": false, | |
"down_lr_weight": "", | |
"enable_bucket": true, | |
"epoch": 40, | |
"factor": -1, | |
"flip_aug": false, | |
"full_bf16": false, | |
"full_fp16": false, | |
"gradient_accumulation_steps": 1.0, | |
"gradient_checkpointing": true, | |
"keep_tokens": 2, | |
"learning_rate": 0.0001, | |
"logging_dir": "path/to/project/log", | |
"lora_network_weights": "", | |
"lr_scheduler": "constant", | |
"lr_scheduler_num_cycles": "", | |
"lr_scheduler_power": "", | |
"lr_warmup": 0, | |
"max_bucket_reso": 2048, | |
"max_data_loader_n_workers": "0", | |
"max_resolution": "768,768", | |
"max_timestep": 1000, | |
"max_token_length": "75", | |
"max_train_epochs": "", | |
"mem_eff_attn": false, | |
"mid_lr_weight": "", | |
"min_bucket_reso": 256, | |
"min_snr_gamma": 0, | |
"min_timestep": 0, | |
"mixed_precision": "bf16", | |
"model_list": "custom", | |
"module_dropout": 0, | |
"multires_noise_discount": 0, | |
"multires_noise_iterations": 0, | |
"network_alpha": 200, | |
"network_dim": 200, | |
"network_dropout": 0, | |
"no_token_padding": false, | |
"noise_offset": 0, | |
"noise_offset_type": "Original", | |
"num_cpu_threads_per_process": 2, | |
"optimizer": "AdamW", | |
"optimizer_args": "", | |
"output_dir": "path/to/project/model", | |
"output_name": "LORA_NAME_v1", | |
"persistent_data_loader_workers": false, | |
"pretrained_model_name_or_path": "path/to/model/v1-5-pruned.safetensors", | |
"prior_loss_weight": 1.0, | |
"random_crop": false, | |
"rank_dropout": 0, | |
"reg_data_dir": "path/to/project/reg", | |
"resume": "", | |
"sample_every_n_epochs": 0, | |
"sample_every_n_steps": 0, | |
"sample_prompts": "", | |
"sample_sampler": "euler_a", | |
"save_every_n_epochs": 4, | |
"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": false, | |
"sdxl_cache_text_encoder_outputs": false, | |
"sdxl_no_half_vae": true, | |
"seed": "1234", | |
"shuffle_caption": true, | |
"stop_text_encoder_training": 0, | |
"text_encoder_lr": 5e-05, | |
"train_batch_size": 5, | |
"train_data_dir": "path/to/project/img", | |
"train_on_input": false, | |
"training_comment": "", | |
"unet_lr": 3e-05, | |
"unit": 1, | |
"up_lr_weight": "", | |
"use_cp": false, | |
"use_wandb": false, | |
"v2": false, | |
"v_parameterization": false, | |
"vae_batch_size": 0, | |
"wandb_api_key": "", | |
"weighted_captions": false, | |
"xformers": true | |
} |
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for caption files, don't forget to adjsut the extension (default is
caption
, set totxt
if you use that file type)