mirror of
https://github.com/modelscope/DiffSynth-Studio.git
synced 2026-03-18 13:58:15 +00:00
19 lines
1.1 KiB
Bash
19 lines
1.1 KiB
Bash
modelscope download --dataset DiffSynth-Studio/diffsynth_example_dataset --include "wanvideo/Wan2.1-Fun-V1.1-14B-Control/*" --local_dir ./data/diffsynth_example_dataset
|
|
|
|
accelerate launch examples/wanvideo/model_training/train.py \
|
|
--dataset_base_path data/diffsynth_example_dataset/wanvideo/Wan2.1-Fun-V1.1-14B-Control \
|
|
--dataset_metadata_path data/diffsynth_example_dataset/wanvideo/Wan2.1-Fun-V1.1-14B-Control/metadata.csv \
|
|
--data_file_keys "video,control_video,reference_image" \
|
|
--height 480 \
|
|
--width 832 \
|
|
--dataset_repeat 100 \
|
|
--model_id_with_origin_paths "PAI/Wan2.1-Fun-V1.1-14B-Control:diffusion_pytorch_model*.safetensors,PAI/Wan2.1-Fun-V1.1-14B-Control:models_t5_umt5-xxl-enc-bf16.pth,PAI/Wan2.1-Fun-V1.1-14B-Control:Wan2.1_VAE.pth,PAI/Wan2.1-Fun-V1.1-14B-Control:models_clip_open-clip-xlm-roberta-large-vit-huge-14.pth" \
|
|
--learning_rate 1e-4 \
|
|
--num_epochs 5 \
|
|
--remove_prefix_in_ckpt "pipe.dit." \
|
|
--output_path "./models/train/Wan2.1-Fun-V1.1-14B-Control_lora" \
|
|
--lora_base_model "dit" \
|
|
--lora_target_modules "q,k,v,o,ffn.0,ffn.2" \
|
|
--lora_rank 32 \
|
|
--extra_inputs "control_video,reference_image"
|