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flux.2

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Artiprocher
2025-11-27 00:10:55 +08:00
parent 0eead33ed7
commit 0b527c460f
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examples/flux2/model_training/lora/FLUX.2-dev.sh Normal file
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accelerate launch train.py \
--dataset_base_path data/example_image_dataset \
--dataset_metadata_path data/example_image_dataset/metadata.csv \
--max_pixels 1048576 \
--dataset_repeat 1 \
--model_id_with_origin_paths "black-forest-labs/FLUX.2-dev:text_encoder/*.safetensors,black-forest-labs/FLUX.2-dev:vae/diffusion_pytorch_model.safetensors" \
--learning_rate 1e-4 \
--num_epochs 5 \
--remove_prefix_in_ckpt "pipe.dit." \
--output_path "./models/train/FLUX.2-dev-LoRA-splited-cache" \
--lora_base_model "dit" \
--lora_target_modules "to_q,to_k,to_v,add_q_proj,add_k_proj,add_v_proj,to_qkv_mlp_proj" \
--lora_rank 32 \
--use_gradient_checkpointing \
--dataset_num_workers 8 \
--task "sft:data_process"
accelerate launch train.py \
--dataset_base_path "./models/train/FLUX.2-dev-LoRA-splited-cache" \
--max_pixels 1048576 \
--dataset_repeat 50 \
--model_id_with_origin_paths "black-forest-labs/FLUX.2-dev:transformer/*.safetensors" \
--learning_rate 1e-4 \
--num_epochs 5 \
--remove_prefix_in_ckpt "pipe.dit." \
--output_path "./models/train/FLUX.2-dev-LoRA-splited" \
--lora_base_model "dit" \
--lora_target_modules "to_q,to_k,to_v,add_q_proj,add_k_proj,add_v_proj,to_qkv_mlp_proj" \
--lora_rank 32 \
--use_gradient_checkpointing \
--dataset_num_workers 8 \
--task "sft:train"