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21 lines
1.2 KiB
Bash
21 lines
1.2 KiB
Bash
# Dataset: data/diffsynth_example_dataset/ace_step/acestep-v15-xl-sft/
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# Download: modelscope download --dataset DiffSynth-Studio/diffsynth_example_dataset --include "ace_step/acestep-v15-xl-sft/*" --local_dir ./data/diffsynth_example_dataset
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accelerate launch examples/ace_step/model_training/train.py \
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--learning_rate 1e-4 \
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--num_epochs 20 \
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--lora_rank 32 \
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--use_gradient_checkpointing \
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--find_unused_parameters \
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--dataset_base_path "./data/diffsynth_example_dataset/ace_step/acestep-v15-xl-sft" \
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--dataset_metadata_path "./data/diffsynth_example_dataset/ace_step/acestep-v15-xl-sft/metadata.json" \
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--model_id_with_origin_paths "ACE-Step/acestep-v15-xl-sft:model-*.safetensors,ACE-Step/Ace-Step1.5:Qwen3-Embedding-0.6B/model.safetensors,ACE-Step/Ace-Step1.5:vae/diffusion_pytorch_model.safetensors" \
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--tokenizer_path "ACE-Step/Ace-Step1.5:Qwen3-Embedding-0.6B/" \
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--silence_latent_path "ACE-Step/Ace-Step1.5:acestep-v15-turbo/silence_latent.pt" \
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--lora_base_model "dit" \
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--remove_prefix_in_ckpt "pipe.dit." \
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--dataset_repeat 50 \
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--output_path "./models/train/acestep-v15-xl-sft_lora" \
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--lora_target_modules "q_proj,k_proj,v_proj,o_proj" \
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--data_file_keys "audio"
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