Update README.md

cc

@michellemli

README.md

@@ -31,7 +31,7 @@ from tdc.resource.pinnacle import PINNACLE
 pinnacle = PINNACLE()
 embeds = pinnacle.get_embeds()
 ```
-We share here also code used to benchmark PINNACLE on the TDC.scDTI task.
+We also share here the code used to benchmark PINNACLE on the TDC.scDTI task.
 https://colab.research.google.com/drive/14WeNbDNyDi_45hFayBMtt2MBOvhyRRvy?usp=sharing 
 
 ## TDC Citation
@@ -46,6 +46,14 @@ url={https://openreview.net/forum?id=kL8dlYp6IM}
 }
 ```
 
-## References
-* Dataset entry in Therapeutics Data Commons, https://tdcommons.ai/multi_pred_tasks/scdti/
-* Li, Michelle, et al. “Contextual AI models for single-cell protein biology” Nature Methods (2024)
+## Additional Citations
+* Li, Michelle, et al. “Contextual AI models for single-cell protein biology” Nature Methods (2024)
+
+## Model Homepage
+https://huggingface.co/spaces/michellemli/PINNACLE
+
+## Model Github
+https://github.com/mims-harvard/PINNACLE
+
+## Dataset
+Dataset entry in Therapeutics Data Commons for single-cell drug-target nomination https://tdcommons.ai/multi_pred_tasks/scdti/