Update README.md

README.md

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 - medvae
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 # Position-based Equivariant Graph Neural Network (`pos-egnn`)
-This repository contains PyTorch source code and model for loading and performing inference using the `pos-egnn`, a foundation model for Chemistry and Materials.
+This repository contains PyTorch model for loading and performing inference using the `pos-egnn`, a foundation model for Chemistry and Materials.
 
-**GitHub** (code): https://github.com/IBM/materials/tree/main/models/pos_egnn
+**GitHub**: https://github.com/IBM/materials/tree/main/models/pos_egnn
 
-**HuggingFace** (model weights): https://huggingface.co/ibm-research/materials.pos-egnn
+**HuggingFace**: https://huggingface.co/ibm-research/materials.pos-egnn
 
 <p align="center">
     <img src="posegnn.svg">