# HunyuanImageTransformer2DModel A Diffusion Transformer model for [HunyuanImage2.1](https://github.com/Tencent-Hunyuan/HunyuanImage-2.1). The model can be loaded with the following code snippet. ```python from diffusers import HunyuanImageTransformer2DModel transformer = HunyuanImageTransformer2DModel.from_pretrained("hunyuanvideo-community/HunyuanImage-2.1-Diffusers", subfolder="transformer", torch_dtype=torch.bfloat16) ``` ## HunyuanImageTransformer2DModel [[autodoc]] HunyuanImageTransformer2DModel ## Transformer2DModelOutput [[autodoc]] models.modeling_outputs.Transformer2DModelOutput