Add LiteRT converted xcit_tiny_24_p8_224

README.md

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+---
+library_name: litert
+base_model: timm/xcit_tiny_24_p8_224.fb_in1k
+tags:
+  - vision
+  - image-classification
+datasets:
+  - imagenet-1k
+---
+
+# xcit_tiny_24_p8_224
+
+Converted TIMM image classification model for LiteRT.
+
+- Source architecture: xcit_tiny_24_p8_224
+- File: model.tflite
+
+## Model Details
+
+- **Model Type:** Image classification / feature backbone
+- **Model Stats:**
+  - Params (M): 12.1
+  - GMACs: 9.2
+  - Activations (M): 45.4
+  - Image size: 224 x 224
+- **Papers:**
+  - XCiT: Cross-Covariance Image Transformers: https://arxiv.org/abs/2106.09681
+- **Dataset:** ImageNet-1k
+- **Original:** https://github.com/facebookresearch/xcit
+
+## Citation
+
+```bibtex
+@article{el2021xcit,
+  title={XCiT: Cross-Covariance Image Transformers},
+  author={El-Nouby, Alaaeldin and Touvron, Hugo and Caron, Mathilde and Bojanowski, Piotr and Douze, Matthijs and Joulin, Armand and Laptev, Ivan and Neverova, Natalia and Synnaeve, Gabriel and Verbeek, Jakob and others},
+  journal={arXiv preprint arXiv:2106.09681},
+  year={2021}
+}
+```

model.tflite

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