Update README.md

README.md

@@ -16,7 +16,7 @@ metrics:
 - accuracy
 - rouge
 ---
-### Model Card ###
+# Model Card 
 
   #Information:
   
@@ -44,7 +44,7 @@ metrics:
     Fuzzywizzy similarity: 0.75
 
 
-### Loading the model ###
+# Loading the model 
 
   ```python
     from peft import PeftModel, PeftConfig
@@ -58,7 +58,7 @@ metrics:
     QG_model = PeftModel.from_pretrained(model, peft_model_id)
   ```
 
-### At inference time ###
+# At inference time
 
   ```python
     def get_question(context, answer):
@@ -72,7 +72,7 @@ metrics:
         return out
   ```
 
-### Training parameters and hyperparameters ###
+# Training parameters and hyperparameters
 
     The following were used during training:
   
@@ -101,7 +101,7 @@ metrics:
     
     lr_scheduler_type="linear"
 
-### Training Results ###
+# Training Results
 
     | Epoch | Training Loss | Validation Loss |
     |-------|---------------|-----------------|