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7bc5611fb8
* ltx2.3 ic lora inference&train * temp commit * fix first frame train-inference consistency * minor fix
40 lines
1.8 KiB
Bash
40 lines
1.8 KiB
Bash
# Splited Training
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accelerate launch examples/ltx2/model_training/train.py \
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--dataset_base_path data/example_video_dataset/ltx2 \
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--dataset_metadata_path data/example_video_dataset/ltx2_t2av_iclora.json \
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--data_file_keys "video,input_audio,in_context_videos" \
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--extra_inputs "input_audio,in_context_videos,in_context_downsample_factor,frame_rate" \
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--height 512 \
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--width 768 \
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--num_frames 81 \
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--dataset_repeat 1 \
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--model_id_with_origin_paths "DiffSynth-Studio/LTX-2.3-Repackage:text_encoder_post_modules.safetensors,DiffSynth-Studio/LTX-2.3-Repackage:video_vae_encoder.safetensors,DiffSynth-Studio/LTX-2.3-Repackage:audio_vae_encoder.safetensors,google/gemma-3-12b-it-qat-q4_0-unquantized:model-*.safetensors" \
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--learning_rate 1e-4 \
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--num_epochs 5 \
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--remove_prefix_in_ckpt "pipe.dit." \
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--output_path "./models/train/LTX2.3-T2AV-IC-LoRA-splited-cache" \
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--lora_base_model "dit" \
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--lora_target_modules "to_k,to_q,to_v,to_out.0" \
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--lora_rank 32 \
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--use_gradient_checkpointing \
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--task "sft:data_process"
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accelerate launch examples/ltx2/model_training/train.py \
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--dataset_base_path ./models/train/LTX2.3-T2AV-IC-LoRA-splited-cache \
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--data_file_keys "video,input_audio,in_context_videos" \
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--extra_inputs "input_audio,in_context_videos,in_context_downsample_factor,frame_rate" \
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--height 512 \
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--width 768 \
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--num_frames 81 \
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--dataset_repeat 100 \
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--model_id_with_origin_paths "DiffSynth-Studio/LTX-2.3-Repackage:transformer.safetensors" \
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--learning_rate 1e-4 \
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--num_epochs 5 \
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--remove_prefix_in_ckpt "pipe.dit." \
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--output_path "./models/train/LTX2.3-T2AV-IC-LoRA" \
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--lora_base_model "dit" \
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--lora_target_modules "to_k,to_q,to_v,to_out.0" \
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--lora_rank 32 \
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--use_gradient_checkpointing \
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--task "sft:train"
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