Update README.md

README.md

@@ -23,7 +23,7 @@ Model Pretrained using Masked Language Modelling on 2 million crystal structures
 ### Model Description
 
 <!-- Provide a longer summary of what this model is. -->
-**MatText** model pretrained using Masked Language Modelling on crystal structures mined from NOMAD and represented using MatText - CIF P_$1$ represntation (The CIF representation of a material in P$_1$ symmetry).
+**MatText** model pretrained using Masked Language Modelling on crystal structures mined from NOMAD and represented using MatText - Atom Sequences plusplus represntation (A space-separated enumeration of element symbols and the lattice parameters).
 
 
 - **Developed by:** [Lamalab](https://github.com/lamalab-org)
@@ -64,7 +64,7 @@ The pertaining dataset is a subset of the materials deposited in the NOMAD archi
 
 ```python
 from transformers import AutoModel
-model = AutoModel.from_pretrained("n0w0f/MatText-cifp1-2m")
+model = AutoModel.from_pretrained("n0w0f/MatText-seq-plusplus-2m")
 ```
 
 ## Training Details