Update pipeline tag, add library name and Github repo link

The model is primarily used for image classification, hence changed the `pipeline_tag` metadata tag in the model card.

Added a link to the official Github repository, so people can more easily find the code.

README.md

@@ -1,15 +1,17 @@
 ---
+datasets:
+- ILSVRC/imagenet-21k
 license: other
 license_name: nvclv1
 license_link: LICENSE
-datasets:
-- ILSVRC/imagenet-21k
-pipeline_tag: image-feature-extraction
+pipeline_tag: image-classification
+library_name: transformers
 ---
 
-
 [**MambaVision: A Hybrid Mamba-Transformer Vision Backbone**](https://arxiv.org/abs/2407.08083).
 
+Code: https://github.com/NVlabs/MambaVision
+
 ## Model Overview
 
 We have developed the first hybrid model for computer vision which leverages the strengths of Mamba and Transformers. Specifically, our core contribution includes redesigning the Mamba formulation to enhance its capability for efficient modeling of visual features. In addition, we conducted a comprehensive ablation study on the feasibility of integrating Vision Transformers (ViT) with Mamba. Our results demonstrate that equipping the Mamba architecture with several self-attention blocks at the final layers greatly improves the modeling capacity to capture long-range spatial dependencies. Based on our findings, we introduce a family of MambaVision models with a hierarchical architecture to meet various design criteria.