The resulting model will be just about an MB making it a good fit for mobile applications where resources and network
  bandwidth can be constrained.
Resources
A list of official Hugging Face and community (indicated by 🌎) resources to help you get started with MobileViT.

[MobileViTForImageClassification] is supported by this example script and notebook.
See also: Image classification task guide