Create README.md

README.md

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+---
+tags:
+- image-classification
+library_name: coreml
+license: other
+datasets:
+- imagenet-1k
+---
+# FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization
+
+Please observe [original license](https://github.com/apple/ml-fastvit/blob/8af5928238cab99c45f64fc3e4e7b1516b8224ba/LICENSE).
+
+## Model Details
+- **Model Type:** Image classification
+- **Model Stats:**
+  - Params (M): 44.1
+  - GMACs: 7.8
+  - Activations (M): 40.4
+  - Image size: 256 x 256
+- **Papers:**
+  - FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization: https://arxiv.org/abs/2303.14189
+- **Original:** https://github.com/apple/ml-fastvit
+- **Dataset:** ImageNet-1k
+
+## Citation
+```bibtex
+@inproceedings{vasufastvit2023,
+  author = {Pavan Kumar Anasosalu Vasu and James Gabriel and Jeff Zhu and Oncel Tuzel and Anurag Ranjan},
+  title = {FastViT:  A Fast Hybrid Vision Transformer using Structural Reparameterization},
+  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
+  year = {2023}
+}
+```