File size: 1,028 Bytes
d74182a |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 |
MODEL_NAME="/path/base_model_path"
INSTANCE_DIR='dog'
CLASS_DIR="reg_dog"
OUTPUT_DIR="trained_models/ktxl_dog_text"
cfg_file=./default_config.yaml
accelerate launch --config_file ${cfg_file} train_dreambooth_lora.py \
--pretrained_model_name_or_path=$MODEL_NAME \
--instance_data_dir=$INSTANCE_DIR \
--output_dir=$OUTPUT_DIR \
--class_data_dir=$CLASS_DIR \
--instance_prompt="ktxl狗" \
--class_prompt="狗" \
--train_batch_size=1 \
--gradient_accumulation_steps=1 \
--learning_rate=2e-5 \
--text_encoder_lr=5e-5 \
--lr_scheduler="polynomial" \
--lr_warmup_steps=100 \
--rank=4 \
--resolution=1024 \
--max_train_steps=1000 \
--checkpointing_steps=200 \
--num_class_images=100 \
--center_crop \
--mixed_precision='fp16' \
--seed=19980818 \
--img_repeat_nums=1 \
--sample_batch_size=2 \
--gradient_checkpointing \
--adam_weight_decay=1e-02 \
--with_prior_preservation \
--prior_loss_weight=0.7 \
--train_text_encoder \
|