Update README.md

README.md

@@ -19,4 +19,17 @@ eval_best_f1           = 82.9231 <br/>
 eval_exact             = 79.9208 <br/>
 eval_f1                = 82.9231 <br/>
 eval_samples           =   12165 <br/>
-eval_total             =   11873 
+eval_total             =   11873 
+
+## Uasge in transformers
+Import the script from [here](https://huggingface.co/shahrukhx01/roberta-base-squad2-boolq-baseline/blob/main/multitask_model.py)
+```python
+from multitask_model import RobertaForMultitaskQA
+from transformers import RobertaTokenizerFast
+device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
+model = RobertaForMultitaskQA.from_pretrained(
+        "shahrukhx01/roberta-base-squad2-boolq-baseline",
+        task_labels_map={"squad_v2": 2, "boolq": 3},
+    ).to(device)
+tokenizer = RobertaTokenizerFast.from_pretrained("shahrukhx01/roberta-base-squad2-boolq-baseline")
+```