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@echo off
:: =========================================================================
:: Wan2.1/2.2 Low-VRAM Twin-Engine Trainer CLI Launcher (Universal Portable)
:: Optimized for 12GB VRAM. Please update paths according to your environment.
:: =========================================================================
echo Starting Wan Video Twin-Engine Training Session...
:: Automatically detects and sets the current execution directory context
cd /d "%~dp0"
:: --- [v5.8.3 Synchronized] Fully aligned with the latest core argument matrix keys ---
python train_wan_lora.py ^
--pretrained_model_name_or_path="path/to/wan_model.safetensors" ^
--reference_lora_path="path/to/reference_lora.safetensors" ^
--reference_te_path="path/to/text_encoder.safetensors" ^
--instance_data_dir="path/to/your/dataset_folder" ^
--output_dir="path/to/output_folder" ^
--trigger_word="aaa001" ^
--mixed_precision="fp16" ^
--resolution=720 ^
--train_batch_size=1 ^
--learning_rate=8e-5 ^
--max_train_steps=6000 ^
--lora_rank=32 ^
--te_loss_scale=1e-6 ^
--max_frames=16 ^
--use_8bit_adam
echo.
echo Training process completed or terminated.
pause