Update README.md

README.md

@@ -13,25 +13,28 @@ probably proofread and complete it, then remove this comment. -->
 
 # Kiran2004/my_qa_model
 
-This model is a fine-tuned version of [deepset/roberta-base-squad2](https://huggingface.co/deepset/roberta-base-squad2) on an unknown dataset.
+This model is a fine-tuned version of [deepset/roberta-base-squad2](https://huggingface.co/deepset/roberta-base-squad2) on an unknown dataset.It's been trained on question-answer pairs, including unanswerable questions, for the task of Question Answering. 
+
 It achieves the following results on the evaluation set:
 - Train Loss: 3.4107
 - Validation Loss: 9.9990
 - Epoch: 1
 
-## Model description
-
-More information needed
+## Usage
 
-## Intended uses & limitations
+### In Transformers
+```python
+from transformers import pipeline
 
-More information needed
+model_name = "Kiran2004/Roberta_qca_sample"
 
-## Training and evaluation data
+question_answerer = pipeline("question-answering", model = model_name)
 
-More information needed
+question = "How many programming languages does BLOOM support?"
+context = "BLOOM has 176 billion parameters and can generate text in 46 languages natural languages and 13 programming languages."
 
-## Training procedure
+question_answerer(question=question, context=context)
+```
 
 ### Training hyperparameters