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# WanTransformer3DModel

A Diffusion Transformer model for 3D video-like data was introduced in [Wan 2.1](https://github.com/Wan-Video/Wan2.1) by the Alibaba Wan Team.

The model can be loaded with the following code snippet.

```python
from diffusers import WanTransformer3DModel

transformer = WanTransformer3DModel.from_pretrained("Wan-AI/Wan2.1-T2V-1.3B-Diffusers", subfolder="transformer", torch_dtype=torch.bfloat16)
```

## WanTransformer3DModel

[[autodoc]] WanTransformer3DModel

## Transformer2DModelOutput

[[autodoc]] models.modeling_outputs.Transformer2DModelOutput