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qwen-image-controlnet

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Artiprocher
2025-08-06 14:18:38 +08:00
parent bc739c78cd
commit 5b1444282e
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examples/qwen_image/model_training/full/Qwen-Image-ControlNet.sh Normal file
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accelerate launch examples/qwen_image/model_training/train.py \
--dataset_base_path data/example_image_dataset \
--dataset_metadata_path data/example_image_dataset/metadata_controlnet_upscale.csv \
--data_file_keys "image,controlnet_image" \
--max_pixels 1048576 \
--dataset_repeat 8000 \
--model_paths '[
[
"models/Qwen/Qwen-Image/transformer/diffusion_pytorch_model-00001-of-00009.safetensors",
"models/Qwen/Qwen-Image/transformer/diffusion_pytorch_model-00002-of-00009.safetensors",
"models/Qwen/Qwen-Image/transformer/diffusion_pytorch_model-00003-of-00009.safetensors",
"models/Qwen/Qwen-Image/transformer/diffusion_pytorch_model-00004-of-00009.safetensors",
"models/Qwen/Qwen-Image/transformer/diffusion_pytorch_model-00005-of-00009.safetensors",
"models/Qwen/Qwen-Image/transformer/diffusion_pytorch_model-00006-of-00009.safetensors",
"models/Qwen/Qwen-Image/transformer/diffusion_pytorch_model-00007-of-00009.safetensors",
"models/Qwen/Qwen-Image/transformer/diffusion_pytorch_model-00008-of-00009.safetensors",
"models/Qwen/Qwen-Image/transformer/diffusion_pytorch_model-00009-of-00009.safetensors"
],
[
"models/Qwen/Qwen-Image/text_encoder/model-00001-of-00004.safetensors",
"models/Qwen/Qwen-Image/text_encoder/model-00002-of-00004.safetensors",
"models/Qwen/Qwen-Image/text_encoder/model-00003-of-00004.safetensors",
"models/Qwen/Qwen-Image/text_encoder/model-00004-of-00004.safetensors"
],
"models/Qwen/Qwen-Image/vae/diffusion_pytorch_model.safetensors",
"models/controlnet.safetensors"
]' \
--learning_rate 1e-5 \
--num_epochs 2 \
--remove_prefix_in_ckpt "pipe.controlnet.models.0." \
--output_path "./models/train/Qwen-Image-ControlNet_full" \
--trainable_models "controlnet" \
--extra_inputs "controlnet_image" \
--use_gradient_checkpointing