The model can be loaded with the following code snippet.
from diffusers import OvisImageTransformer2DModel
transformer = OvisImageTransformer2DModel.from_pretrained("AIDC-AI/Ovis-Image-7B", subfolder="transformer", torch_dtype=torch.bfloat16)
[[autodoc]] OvisImageTransformer2DModel