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DiffSynth-Studio 2.0 major update

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2025-12-04 16:33:07 +08:00
parent afd101f345
commit 72af7122b3
758 changed files with 26462 additions and 2221398 deletions
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8
examples/wanvideo/model_training/validate_full/Wan2.2-S2V-14B.py
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@@ -1,8 +1,9 @@
import torch
from PIL import Image
import librosa
from diffsynth import VideoData, save_video_with_audio, load_state_dict
from diffsynth.pipelines.wan_video_new import WanVideoPipeline, ModelConfig
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
pipe = WanVideoPipeline.from_pretrained(
@@ -19,7 +20,6 @@ pipe = WanVideoPipeline.from_pretrained(
state_dict = load_state_dict("models/train/Wan2.2-S2V-14B_full/epoch-0.safetensors")
pipe.dit.load_state_dict(state_dict, strict=False)
pipe.enable_vram_management()
num_frames = 81 # 4n+1
@@ -50,4 +50,4 @@ video = pipe(
s2v_pose_video=pose_video,
num_inference_steps=40,
)
save_video_with_audio(video[1:], "video_pose_with_audio.mp4", audio_path, fps=16, quality=5)
save_video_with_audio(video[1:], "video_Wan2.2-S2V-14B.mp4", audio_path, fps=16, quality=5)