This commit is contained in:
Artiprocher
2025-11-26 14:59:30 +08:00
parent 0336551544
commit 0eead33ed7
22 changed files with 71 additions and 42 deletions

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@@ -1,9 +1,10 @@
accelerate launch examples/wanvideo/model_training/train.py \
# 1*80G GPU cannot train Wan2.2-Animate-14B LoRA
# We tested on 8*80G GPUs
accelerate launch --config_file examples/wanvideo/model_training/full/accelerate_config_14B.yaml examples/wanvideo/model_training/train.py \
--dataset_base_path data/example_video_dataset \
--dataset_metadata_path data/example_video_dataset/metadata.csv \
--height 720 \
--width 1280 \
--num_frames 49 \
--dataset_repeat 100 \
--model_id_with_origin_paths "Wan-AI/Wan2.1-I2V-14B-720P:diffusion_pytorch_model*.safetensors,Wan-AI/Wan2.1-I2V-14B-720P:models_t5_umt5-xxl-enc-bf16.pth,Wan-AI/Wan2.1-I2V-14B-720P:Wan2.1_VAE.pth,Wan-AI/Wan2.1-I2V-14B-720P:models_clip_open-clip-xlm-roberta-large-vit-huge-14.pth" \
--learning_rate 1e-4 \
@@ -14,4 +15,5 @@ accelerate launch examples/wanvideo/model_training/train.py \
--lora_target_modules "q,k,v,o,ffn.0,ffn.2" \
--lora_rank 32 \
--extra_inputs "input_image" \
--use_gradient_checkpointing_offload
--use_gradient_checkpointing_offload \
--initialize_model_on_cpu

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@@ -1,6 +1,6 @@
accelerate launch --config_file examples/wanvideo/model_training/full/accelerate_config_14B.yaml examples/wanvideo/model_training/train.py \
--dataset_base_path data/example_video_dataset/wans2v \
--dataset_metadata_path data/example_video_dataset/wans2v/metadata.csv \
--dataset_base_path data/example_video_dataset \
--dataset_metadata_path data/example_video_dataset/metadata_s2v.csv \
--data_file_keys "video,input_audio,s2v_pose_video" \
--height 448 \
--width 832 \