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18 lines
1014 B
Bash
18 lines
1014 B
Bash
modelscope download --dataset DiffSynth-Studio/diffsynth_example_dataset --include "stable_diffusion/stable-diffusion-v1-5/*" --local_dir ./data/diffsynth_example_dataset
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accelerate launch examples/stable_diffusion/model_training/train.py \
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--dataset_base_path data/diffsynth_example_dataset/stable_diffusion/stable-diffusion-v1-5 \
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--dataset_metadata_path data/diffsynth_example_dataset/stable_diffusion/stable-diffusion-v1-5/metadata.csv \
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--height 512 \
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--width 512 \
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--dataset_repeat 50 \
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--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" \
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--learning_rate 1e-4 \
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--num_epochs 5 \
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--remove_prefix_in_ckpt "pipe.unet." \
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--output_path "./models/train/stable-diffusion-v1-5_lora" \
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--lora_base_model "unet" \
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--lora_target_modules "" \
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--lora_rank 32 \
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--use_gradient_checkpointing
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