modelscope download --dataset DiffSynth-Studio/diffsynth_example_dataset --include "hidream_o1_image/HiDream-O1-Image/*" --local_dir ./data/diffsynth_example_dataset

accelerate launch --config_file examples/hidream_o1_image/model_training/full/accelerate_config_zero3.yaml examples/hidream_o1_image/model_training/train.py \
  --dataset_base_path data/diffsynth_example_dataset/hidream_o1_image/HiDream-O1-Image \
  --dataset_metadata_path data/diffsynth_example_dataset/hidream_o1_image/HiDream-O1-Image/metadata.csv \
  --max_pixels 4194304 \
  --dataset_repeat 50 \
  --model_id_with_origin_paths "HiDream-ai/HiDream-O1-Image:model-*.safetensors" \
  --processor_config "HiDream-ai/HiDream-O1-Image:./" \
  --learning_rate 1e-5 \
  --num_epochs 2 \
  --remove_prefix_in_ckpt "pipe.dit." \
  --output_path "./models/train/HiDream-O1-Image_full" \
  --trainable_models "dit" \
  --use_gradient_checkpointing \
  --noise_scale 8.0

# modelscope download --dataset DiffSynth-Studio/diffsynth_example_dataset --include "qwen_image/Qwen-Image-Edit-2511/*" --local_dir ./data/diffsynth_example_dataset

# accelerate launch examples/hidream_o1_image/model_training/train.py \
#   --dataset_base_path data/diffsynth_example_dataset/qwen_image/Qwen-Image-Edit-2511 \
#   --dataset_metadata_path data/diffsynth_example_dataset/qwen_image/Qwen-Image-Edit-2511/metadata.json \
#   --data_file_keys "image,edit_image" \
#   --extra_inputs "edit_image" \
#   --max_pixels 4194304 \
#   --dataset_repeat 50 \
#   --model_id_with_origin_paths "HiDream-ai/HiDream-O1-Image:model-*.safetensors" \
#   --processor_config "HiDream-ai/HiDream-O1-Image:./" \
#   --learning_rate 1e-5 \
#   --num_epochs 2 \
#   --remove_prefix_in_ckpt "pipe.dit." \
#   --output_path "./models/train/HiDream-O1-Image_full" \
#   --trainable_models "dit" \
#   --use_gradient_checkpointing \
#   --noise_scale 8.0