| # Dataset: data/diffsynth_example_dataset/ace_step/acestep-v15-xl-turbo/ | |
| modelscope download --dataset DiffSynth-Studio/diffsynth_example_dataset --include "ace_step/acestep-v15-xl-turbo/*" --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-turbo" \ | |
| --dataset_metadata_path "./data/diffsynth_example_dataset/ace_step/acestep-v15-xl-turbo/metadata.json" \ | |
| --model_id_with_origin_paths "ACE-Step/acestep-v15-xl-turbo: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-turbo_lora" \ | |
| --lora_target_modules "q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj" \ | |
| --data_file_keys "audio" | |