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update code

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Artiprocher
2025-11-17 10:41:11 +08:00
parent ea0a5c5908
commit 47246060d6
24 changed files with 1828 additions and 22 deletions
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2
examples/wanvideo/model_training/full/Wan2.2-Fun-A14B-Control-Camera.sh
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@@ -9,7 +9,7 @@ accelerate launch --config_file examples/wanvideo/model_training/full/accelerate
--learning_rate 1e-4 \
--num_epochs 5 \
--remove_prefix_in_ckpt "pipe.dit." \
--output_path "./models/train/Wan2.2-Fun-A14B-Control-Camera_high_niose_full" \
--output_path "./models/train/Wan2.2-Fun-A14B-Control-Camera_high_noise_full" \
--trainable_models "dit" \
--extra_inputs "input_image,camera_control_direction,camera_control_speed" \
--max_timestep_boundary 0.358 \

2
examples/wanvideo/model_training/full/Wan2.2-Fun-A14B-Control.sh
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@@ -9,7 +9,7 @@ accelerate launch --config_file examples/wanvideo/model_training/full/accelerate
--learning_rate 1e-4 \
--num_epochs 5 \
--remove_prefix_in_ckpt "pipe.dit." \
--output_path "./models/train/Wan2.2-Fun-A14B-Control_high_niose_full" \
--output_path "./models/train/Wan2.2-Fun-A14B-Control_high_noise_full" \
--trainable_models "dit" \
--extra_inputs "control_video,reference_image" \
--max_timestep_boundary 0.358 \

2
examples/wanvideo/model_training/full/Wan2.2-Fun-A14B-InP.sh
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@@ -8,7 +8,7 @@ accelerate launch --config_file examples/wanvideo/model_training/full/accelerate
--learning_rate 1e-4 \
--num_epochs 5 \
--remove_prefix_in_ckpt "pipe.dit." \
--output_path "./models/train/Wan2.2-Fun-A14B-InP_high_niose_full" \
--output_path "./models/train/Wan2.2-Fun-A14B-InP_high_noise_full" \
--trainable_models "dit" \
--extra_inputs "input_image,end_image" \
--max_timestep_boundary 0.358 \

2
examples/wanvideo/model_training/lora/Wan2.2-Fun-A14B-Control-Camera.sh
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@@ -9,7 +9,7 @@ accelerate launch examples/wanvideo/model_training/train.py \
--learning_rate 1e-4 \
--num_epochs 5 \
--remove_prefix_in_ckpt "pipe.dit." \
--output_path "./models/train/Wan2.2-Fun-A14B-Control-Camera_high_niose_lora" \
--output_path "./models/train/Wan2.2-Fun-A14B-Control-Camera_high_noise_lora" \
--lora_base_model "dit" \
--lora_target_modules "q,k,v,o,ffn.0,ffn.2" \
--lora_rank 32 \

2
examples/wanvideo/model_training/lora/Wan2.2-Fun-A14B-Control.sh
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@@ -9,7 +9,7 @@ accelerate launch examples/wanvideo/model_training/train.py \
--learning_rate 1e-4 \
--num_epochs 5 \
--remove_prefix_in_ckpt "pipe.dit." \
--output_path "./models/train/Wan2.2-Fun-A14B-Control_high_niose_lora" \
--output_path "./models/train/Wan2.2-Fun-A14B-Control_high_noise_lora" \
--lora_base_model "dit" \
--lora_target_modules "q,k,v,o,ffn.0,ffn.2" \
--lora_rank 32 \

2
examples/wanvideo/model_training/lora/Wan2.2-Fun-A14B-InP.sh
View File

@@ -8,7 +8,7 @@ accelerate launch examples/wanvideo/model_training/train.py \
--learning_rate 1e-4 \
--num_epochs 5 \
--remove_prefix_in_ckpt "pipe.dit." \
--output_path "./models/train/Wan2.2-Fun-A14B-InP_high_niose_lora" \
--output_path "./models/train/Wan2.2-Fun-A14B-InP_high_noise_lora" \
--lora_base_model "dit" \
--lora_target_modules "q,k,v,o,ffn.0,ffn.2" \
--lora_rank 32 \

3
examples/wanvideo/model_training/validate_full/Wan2.2-S2V-14B.py
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@@ -1,7 +1,8 @@
import torch
from PIL import Image
import librosa
from diffsynth import VideoData, save_video_with_audio, load_state_dict
from diffsynth.utils.data import VideoData, save_video_with_audio
from diffsynth.core import load_state_dict
from diffsynth.pipelines.wan_video import WanVideoPipeline, ModelConfig

2
examples/wanvideo/model_training/validate_lora/Wan2.1-Fun-V1.1-14B-Control-Camera.py
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@@ -16,7 +16,7 @@ pipe = WanVideoPipeline.from_pretrained(
ModelConfig(model_id="PAI/Wan2.1-Fun-V1.1-14B-Control-Camera", origin_file_pattern="models_clip_open-clip-xlm-roberta-large-vit-huge-14.pth"),
],
)
pipe.load_lora(pipe.dit, "models/train/Wan2.1-Fun-V1.1-1.3B-Control-Camera_lora/epoch-4.safetensors", alpha=1)
pipe.load_lora(pipe.dit, "models/train/Wan2.1-Fun-V1.1-14B-Control-Camera_lora/epoch-4.safetensors", alpha=1)
video = VideoData("data/example_video_dataset/video1.mp4", height=480, width=832)

2
examples/wanvideo/model_training/validate_lora/Wan2.2-S2V-14B.py
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@@ -1,7 +1,7 @@
import torch
from PIL import Image
import librosa
from diffsynth import VideoData, save_video_with_audio
from diffsynth.utils.data import VideoData, save_video_with_audio
from diffsynth.pipelines.wan_video import WanVideoPipeline, ModelConfig
pipe = WanVideoPipeline.from_pretrained(