Update README.md

README.md

@@ -15,9 +15,9 @@ widget:
 - text: CCO
   example_title: ethanol
 ---
-# SMILES2IUPAC-canonical-small
+# SMILES2IUPAC-canonical-base
 
-SMILES2IUPAC-canonical-small was designed to accurately translate SMILES chemical names to IUPAC standards. 
+SMILES2IUPAC-canonical-base was designed to accurately translate SMILES chemical names to IUPAC standards. 
 
 ## Model Details
 
@@ -53,7 +53,7 @@ your SMILES sequence.
 ```python
 from chemicalconverters import NamesConverter
 
-converter = NamesConverter(model_name="knowledgator/SMILES2IUPAC-canonical-small")
+converter = NamesConverter(model_name="knowledgator/SMILES2IUPAC-canonical-base")
 print(converter.smiles_to_iupac('CCO'))
 print(converter.smiles_to_iupac(['<SYST>CCO', '<TRAD>CCO', '<BASE>CCO']))
 ```
@@ -65,7 +65,7 @@ print(converter.smiles_to_iupac(['<SYST>CCO', '<TRAD>CCO', '<BASE>CCO']))
 ```python
 from chemicalconverters import NamesConverter
 
-converter = NamesConverter(model_name="knowledgator/SMILES2IUPAC-canonical-small")
+converter = NamesConverter(model_name="knowledgator/SMILES2IUPAC-canonical-base")
 print(converter.smiles_to_iupac(["<BASE>C=CC=C" for _ in range(10)], num_beams=1, 
                                 process_in_batch=True, batch_size=1000))
 ```
@@ -78,7 +78,7 @@ and calculating Tanimoto similarity of two molecules fingerprints.
 ````python
 from chemicalconverters import NamesConverter
 
-converter = NamesConverter(model_name="knowledgator/SMILES2IUPAC-canonical-small")
+converter = NamesConverter(model_name="knowledgator/SMILES2IUPAC-canonical-base")
 print(converter.smiles_to_iupac('CCO', validate=True))
 ````
 ````text