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# AutoencoderKLHunyuanImage

The 2D variational autoencoder (VAE) model with KL loss used in [HunyuanImage2.1].

The model can be loaded with the following code snippet.

```python
from diffusers import AutoencoderKLHunyuanImage

vae = AutoencoderKLHunyuanImage.from_pretrained("hunyuanvideo-community/HunyuanImage-2.1-Diffusers", subfolder="vae", torch_dtype=torch.bfloat16)
```

## AutoencoderKLHunyuanImage

[[autodoc]] AutoencoderKLHunyuanImage
  - decode
  - all

## DecoderOutput

[[autodoc]] models.autoencoders.vae.DecoderOutput