How to use apple/mobilevit-xx-small with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="apple/mobilevit-xx-small") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")
# pip install -U transformers accelerate # Load model directly from transformers import AutoImageProcessor, AutoModelForImageClassification processor = AutoImageProcessor.from_pretrained("apple/mobilevit-xx-small") model = AutoModelForImageClassification.from_pretrained("apple/mobilevit-xx-small", device_map="auto")
https://huggingface.co/apple/mobilevit-xx-small/resolve/main/MobileViT.mlpackage/Data/com.apple.CoreML/model.mlmodel
hf download hf://apple/mobilevit-xx-small/MobileViT.mlpackage/Data/com.apple.CoreML/model.mlmodel
curl -L -o model.mlmodel https://huggingface.co/apple/mobilevit-xx-small/resolve/main/MobileViT.mlpackage/Data/com.apple.CoreML/model.mlmodel
