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DiffSynth-Studio/examples/ltx2/model_training/lora/LTX-2-T2AV.sh
2026-02-25 17:19:57 +08:00

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accelerate launch examples/ltx2/model_training/train.py \
--dataset_base_path data/example_video_dataset/ltx2 \
--dataset_metadata_path data/example_video_dataset/ltx2_t2av.csv \
--data_file_keys "video,input_audio" \
--extra_inputs "input_audio" \
--height 256 \
--width 384 \
--num_frames 25\
--dataset_repeat 100 \
--model_id_with_origin_paths "DiffSynth-Studio/LTX-2-Repackage:transformer.safetensors,DiffSynth-Studio/LTX-2-Repackage:text_encoder_post_modules.safetensors,DiffSynth-Studio/LTX-2-Repackage:video_vae_encoder.safetensors,DiffSynth-Studio/LTX-2-Repackage:audio_vae_encoder.safetensors,google/gemma-3-12b-it-qat-q4_0-unquantized:model-*.safetensors" \
--learning_rate 1e-4 \
--num_epochs 5 \
--remove_prefix_in_ckpt "pipe.dit." \
--output_path "./models/train/LTX2-T2AV_lora" \
--lora_base_model "dit" \
--lora_target_modules "to_k,to_q,to_v,to_out.0" \
--lora_rank 32 \
--use_gradient_checkpointing \
--find_unused_parameters