Update README.md

README.md

@@ -6,6 +6,17 @@ colorTo: gray
 sdk: static
 pinned: false
 ---
+<p align="center">
+  <img width="559" height="200" src="https://github.com/FAIR-Chem/fairchem/assets/45150244/5872c21c-8f39-41af-b703-af9817f0affe"?
+</p>
 
 ### FAIR Chemistry at Meta
-Meta's FAIR Chemistry team is focused on AI advancemens in the fields of chemistry and materials science. 
+Meta's FAIR Chemistry team is focused on making AI advancements in the fields of chemistry and materials science. Through these developments we hope to accelerate the discovery of catalysts and new materials to address the challenges posed by climate change. Through the open sourcing of our datasets and models we hope to enable progress beyond just our group and push the community as a whole forward. All our models and data can be found at the following links:
+
+Models: https://fair-chem.github.io/core/model_checkpoints.html
+
+Datasets: https://fair-chem.github.io/core/datasets/oc20.html 
+
+Code: https://github.com/FAIR-Chem/fairchem
+
+We hope to migrate all our models and datasets to HF in the near future!