Update model config and README

README.md

@@ -20,7 +20,7 @@ A ConvNeXt image classification model. Trained in `timm` on ImageNet-1k by Ross
   - Activations (M): 3.1
   - Image size: 224 x 224
 - **Papers:**
-  - @: m
+  - PyTorch Image Models: https://github.com/huggingface/pytorch-image-models
   - A ConvNet for the 2020s: https://arxiv.org/abs/2201.03545
 - **Original:** https://github.com/huggingface/pytorch-image-models
 - **Dataset:** ImageNet-1k
@@ -180,7 +180,15 @@ All timing numbers from eager model PyTorch 1.13 on RTX 3090 w/ AMP.
 
 ## Citation
 ```bibtex
-i
+@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}}
+}
 ```
 ```bibtex
 @article{liu2022convnet,