Add LiteRT converted deit3_small_patch16_224

README.md

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+---
+library_name: litert
+base_model: timm/deit3_small_patch16_224.fb_in1k
+tags:
+  - vision
+  - image-classification
+datasets:
+  - imagenet-1k
+---
+
+# deit3_small_patch16_224
+
+Converted TIMM image classification model for LiteRT.
+
+- Source architecture: deit3_small_patch16_224
+- File: model.tflite
+
+## Model Details
+
+- **Model Type:** Image classification / feature backbone
+- **Model Stats:**
+  - Params (M): 22.1
+  - GMACs: 4.6
+  - Activations (M): 11.9
+  - Image size: 224 x 224
+- **Papers:**
+  - DeiT III: Revenge of the ViT: https://arxiv.org/abs/2204.07118
+- **Original:** https://github.com/facebookresearch/deit
+- **Dataset:** ImageNet-1k
+
+## Citation
+
+```bibtex
+@article{Touvron2022DeiTIR,
+  title={DeiT III: Revenge of the ViT},
+  author={Hugo Touvron and Matthieu Cord and Herve Jegou},
+  journal={arXiv preprint arXiv:2204.07118},
+  year={2022},
+}
+```
+```bibtex
+@misc{rw2019timm,
+  author = {Ross Wightman},
+  title = {PyTorch Image Models},
+  year = {2019},
+  publisher = {GitHub},
+  journal = {GitHub repository},
+  doi = {10.5281/zenodo.4414861},
+  howpublished = {\url{https://github.com/huggingface/pytorch-image-models}}
+}
+```

model.tflite

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+size 88351312