Update README.md

README.md

@@ -22,3 +22,41 @@ configs:
   - split: test
     path: data/test-*
 ---
+
+Adapted from https://huggingface.co/datasets/mwpt5/MAWPS
+
+Processed with the following code:
+
+```
+def process_row(row):
+    # Create placeholder-to-actual mapping
+    placeholder_map = [(f"N_{i:02}", actual) for i, actual in enumerate(row['Numbers'].split())]
+
+    try:
+        # Process placeholders and replacements
+        for placeholder, replacement in placeholder_map:
+            replacement_value = float(replacement)
+            # Convert to integer if it is a whole number, otherwise round to 2 decimal places
+            replacement = str(int(replacement_value)) if replacement_value.is_integer() else str(round(replacement_value, 2))
+
+            # Update Question and Equation with the new replacement value
+            row['Question'] = row['Question'].strip().replace(placeholder, replacement)
+            row['Equation'] = row['Equation'].strip().replace(placeholder, replacement)
+
+        # Process Answer
+        answer_value = float(row['Answer'])
+        row['Answer'] = str(int(answer_value)) if answer_value.is_integer() else str(round(answer_value, 2))
+
+        # Format the final answer string
+        row['Answer'] = f"{row['Equation']} = {row['Answer']} #### {row['Answer']}"
+
+    except ValueError as e:
+        print(f"ValueError: {e}")
+    except Exception as e:
+        print(f"Unexpected error: {e}")
+
+    return row
+
+```
+
+To format the answers, I used a similar formatting style to GSM8K's answers, which allows for easy parsing for evaluation.