Update README.md

README.md

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 ## Model
 
-The base version of [roberta-base](https://huggingface.co/roberta-base) finetunned on an artificially annotated subset of C4. This model provides domain-independent embedding for Entity Recognition Task. Embeddings can be used out of the box or fine-tuned on specific datasets. 
+The base version of [roberta-base](https://huggingface.co/roberta-base) finetunned on an artificially annotated subset of C4. This model provides domain-independent embedding for Entity Recognition Task.
 
 ## Usage
 
+Embeddings can be used out of the box or fine-tuned on specific datasets. 
+
+Get embeddings:
+
+
 ```python
 import torch
 import transformers