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withdrawn #319

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2e50ff4
Add support for image input in HunyuanVideoModelSpecification
tolgacangoz Mar 12, 2025
0776b9b
Merge branch 'main' into hunyuan-i2v-training
tolgacangoz Mar 12, 2025
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7 changes: 7 additions & 0 deletions finetrainers/models/hunyuan_video/base_specification.py
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Original file line number Diff line number Diff line change
Expand Up @@ -7,9 +7,11 @@
AutoencoderKLHunyuanVideo,
FlowMatchEulerDiscreteScheduler,
HunyuanVideoPipeline,
HunyuanVideoImageToVideoPipeline,
HunyuanVideoTransformer3DModel,
)
from diffusers.models.autoencoders.vae import DiagonalGaussianDistribution
from PIL.Image import Image
from transformers import AutoTokenizer, CLIPTextModel, CLIPTokenizer, LlamaModel

from ... import data
Expand Down Expand Up @@ -358,15 +360,20 @@ def validation(
self,
pipeline: HunyuanVideoPipeline,
prompt: str,
image: Optional[Image] = None,
height: Optional[int] = None,
width: Optional[int] = None,
num_frames: Optional[int] = None,
num_inference_steps: int = 50,
generator: Optional[torch.Generator] = None,
**kwargs,
) -> List[ArtifactType]:
if image is not None:
pipeline = HunyuanVideoImageToVideoPipeline.from_pipe(pipeline)

generation_kwargs = {
"prompt": prompt,
"image": image,
"height": height,
"width": width,
"num_frames": num_frames,
Expand Down