| modelscope download --dataset DiffSynth-Studio/diffsynth_example_dataset --include "stable_diffusion/stable-diffusion-v1-5/*" --local_dir ./data/diffsynth_example_dataset | |
| accelerate launch examples/stable_diffusion/model_training/train.py \ | |
| --dataset_base_path data/diffsynth_example_dataset/stable_diffusion/stable-diffusion-v1-5 \ | |
| --dataset_metadata_path data/diffsynth_example_dataset/stable_diffusion/stable-diffusion-v1-5/metadata.csv \ | |
| --height 512 \ | |
| --width 512 \ | |
| --dataset_repeat 50 \ | |
| --model_id_with_origin_paths "AI-ModelScope/stable-diffusion-v1-5:text_encoder/model.safetensors,AI-ModelScope/stable-diffusion-v1-5:unet/diffusion_pytorch_model.safetensors,AI-ModelScope/stable-diffusion-v1-5:vae/diffusion_pytorch_model.safetensors" \ | |
| --learning_rate 1e-5 \ | |
| --num_epochs 2 \ | |
| --trainable_models "unet" \ | |
| --remove_prefix_in_ckpt "pipe.unet." \ | |
| --output_path "./models/train/stable-diffusion-v1-5_full" \ | |
| --use_gradient_checkpointing | |