AutoencoderTiny  
A tiny distilled VAE model for encoding images into latents and decoding latent representations into images.  
[`AutoencoderTiny`] is a wrapper around the original implementation of `TAESD`.  
This model inherits from [`ModelMixin`]. Check the superclass documentation for its generic methods implemented for
all models (such as downloading or saving).  
Parameters:
in_channels (`int`, *optional*, defaults to 3): Number of channels in the input image.