diff --git a/reasoning_gym/arithmetic/fraction_simplification.py b/reasoning_gym/arithmetic/fraction_simplification.py
index 0a9d1849..581dae37 100644
--- a/reasoning_gym/arithmetic/fraction_simplification.py
+++ b/reasoning_gym/arithmetic/fraction_simplification.py
@@ -76,21 +76,57 @@ class FractionSimplificationDataset:
         return (simplified_num * factor, simplified_den * factor, 
                 simplified_num, simplified_den)
 
+    def _format_fraction(self, num: int, den: int, style: str = "plain") -> str:
+        """Format a fraction in various styles"""
+        if style == "plain":
+            return f"{num}/{den}"
+        elif style == "latex_inline":
+            return f"${num}/{den}$"
+        elif style == "latex_frac":
+            return f"$\\frac{{{num}}}{{{den}}}$"
+        elif style == "latex_dfrac":
+            return f"$\\dfrac{{{num}}}{{{den}}}$"
+        else:
+            raise ValueError(f"Unknown fraction style: {style}")
+
     def __getitem__(self, idx: int) -> dict:
         """Generate a single fraction simplification task"""
         rng = Random(self.seed + idx)
         
         num, den, simple_num, simple_den = self._generate_fraction(rng)
         
+        # Choose a random style for this question
+        styles = ["plain", "latex_inline", "latex_frac", "latex_dfrac"]
+        style = styles[rng.randint(0, len(styles)-1)]
+        
+        # Format both question and answer in the same style
+        question_fraction = self._format_fraction(num, den, style)
+        answer_fraction = self._format_fraction(simple_num, simple_den, style)
+        
         return {
-            "question": f"Simplify the fraction {num}/{den} to its lowest terms",
-            "answer": f"{simple_num}/{simple_den}",
+            "question": f"Simplify the fraction {question_fraction} to its lowest terms",
+            "answer": answer_fraction,
             "metadata": {
                 "numerator": num,
                 "denominator": den,
                 "simplified_numerator": simple_num,
                 "simplified_denominator": simple_den,
-                "reduction_factor": num // simple_num  # Will be same as den // simple_den
+                "reduction_factor": num // simple_num,  # Will be same as den // simple_den
+                "style": style,
+                "formats": {
+                    "question": {
+                        "plain": self._format_fraction(num, den, "plain"),
+                        "latex_inline": self._format_fraction(num, den, "latex_inline"),
+                        "latex_frac": self._format_fraction(num, den, "latex_frac"),
+                        "latex_dfrac": self._format_fraction(num, den, "latex_dfrac")
+                    },
+                    "answer": {
+                        "plain": self._format_fraction(simple_num, simple_den, "plain"),
+                        "latex_inline": self._format_fraction(simple_num, simple_den, "latex_inline"),
+                        "latex_frac": self._format_fraction(simple_num, simple_den, "latex_frac"),
+                        "latex_dfrac": self._format_fraction(simple_num, simple_den, "latex_dfrac")
+                    }
+                }
             }
         }