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ace-step train

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mi804
2026-04-22 17:58:10 +08:00
parent b0680ef711
commit c53c813c12
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examples/ace_step/model_training/lora/acestep-v15-xl-base.sh Normal file
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# Dataset: data/diffsynth_example_dataset/ace_step/acestep-v15-xl-base/
# Download: modelscope download --dataset DiffSynth-Studio/diffsynth_example_dataset --include "ace_step/acestep-v15-xl-base/*" --local_dir ./data/diffsynth_example_dataset
accelerate launch examples/ace_step/model_training/train.py \
--learning_rate 1e-4 \
--num_epochs 20 \
--lora_rank 32 \
--use_gradient_checkpointing \
--find_unused_parameters \
--dataset_base_path "./data/diffsynth_example_dataset/ace_step/acestep-v15-xl-base" \
--dataset_metadata_path "./data/diffsynth_example_dataset/ace_step/acestep-v15-xl-base/metadata.json" \
--model_id_with_origin_paths "ACE-Step/acestep-v15-xl-base:model-*.safetensors,ACE-Step/Ace-Step1.5:Qwen3-Embedding-0.6B/model.safetensors,ACE-Step/Ace-Step1.5:vae/diffusion_pytorch_model.safetensors" \
--tokenizer_path "ACE-Step/Ace-Step1.5:Qwen3-Embedding-0.6B/" \
--silence_latent_path "ACE-Step/Ace-Step1.5:acestep-v15-turbo/silence_latent.pt" \
--lora_base_model "dit" \
--remove_prefix_in_ckpt "pipe.dit." \
--dataset_repeat 50 \
--output_path "./models/train/acestep-v15-xl-base_lora" \
--lora_target_modules "q_proj,k_proj,v_proj,o_proj" \
--data_file_keys "audio"