Update README.md

README.md

@@ -44,19 +44,10 @@ The model has been trained using an efficient few-shot learning technique that i
 3. The Training data can be downloaded from [here](https://docs.google.com/spreadsheets/d/1BVDardwVs04ZWmc5_Eg62Lyr_w_OuXysQwhne8ErkoA/edit?usp=sharing)
 
 ## Usage and Inference
-
-To use this model for inference, first install the SetFit library:
-
-```bash
-pip install -U dataset
-python -m pip install setfit==0.5.0
-pip install -U sentence_transformers
-```
-
 For a global overview of the pipeline used for inference please refer to this [colab notebook](https://colab.research.google.com/drive/1GgEGrhQZfA1pbcB9Zl0VtV7L5wXdh6vj?usp=sharing)
 
 ## Model Performance
-The performance of the model on our internal test set is:
+The performances of the model on our internal test set are:
  * Accuracy: 0.68
  * Balanced_Accuracy: 0.45
  * MCC: 0.37