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@@ -40,17 +40,35 @@ It is distilled from **UniPic-3** to support **fast inference (≤8 steps)** whi
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  ## 🧠 Usage
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  ### 1. Clone the Repository
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  ### 2. Set Up the Environment
 
 
 
 
 
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  ### 3.Batch Inference
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  ## 📄 License
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  This model is released under the MIT License.
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  ## Citation
 
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  ## 🧠 Usage
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  ### 1. Clone the Repository
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+ ```bash
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+ git clone https://github.com/SkyworkAI/UniPic
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+ cd UniPic-2
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+ ```
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  ### 2. Set Up the Environment
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+ ```bash
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+ conda create -n unipic python=3.10
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+ conda activate unipic3
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+ pip install -r requirements.txt
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+ ```
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  ### 3.Batch Inference
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+ ```bash
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+ transformer_path = "Skywork/Unipic3-Consistency-Model/ema_transformer"
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+
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+ python -m torch.distributed.launch --nproc_per_node=1 --master_port 29501 --use_env \
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+ qwen_image_edit_fast/batch_inference.py \
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+ --jsonl_path data/val.jsonl \
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+ --output_dir work_dirs/output \
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+ --distributed \
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+ --num_inference_steps 4 \
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+ --true_cfg_scale 4.0 \
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+ --transformer transformer_path \
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+ --skip_existing
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+ ```
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  ## 📄 License
 
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  This model is released under the MIT License.
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  ## Citation