Update README.md

README.md

@@ -5,8 +5,8 @@ datasets:
 - L3Cube-MahaCorpus
 ---
 
-## MahaBERT-Small
-MahaBERT-Small is a smaller version of the Marathi BERT model with 6 transformer layers. It is a base-BERT model trained from scratch on L3Cube-MahaCorpus and other publicly available Marathi monolingual datasets. 
+## MahaBERT-smaller
+MahaBERT-smaller is a smaller version of the Marathi BERT model with 2 transformer layers. It is a base-BERT model trained from scratch on L3Cube-MahaCorpus and other publicly available Marathi monolingual datasets. 
 [dataset link] (https://github.com/l3cube-pune/MarathiNLP)
 
 More details on the dataset, models, and baseline results can be found in our [paper] (https://arxiv.org/abs/2202.01159)