diff --git a/python/tvm/relax/frontend/torch/exported_program_translator.py b/python/tvm/relax/frontend/torch/exported_program_translator.py
index 932607287571..65390d803229 100644
--- a/python/tvm/relax/frontend/torch/exported_program_translator.py
+++ b/python/tvm/relax/frontend/torch/exported_program_translator.py
@@ -328,6 +328,10 @@ def create_convert_map(
             # binary
             "add.Tensor": self._binary_op(relax.op.add, operator.add),
             "add_.Tensor": self._binary_op(relax.op.add, operator.add),
+            "bitwise_or_.Scalar": self._binary_op(relax.op.bitwise_or, operator.or_),
+            "bitwise_or.Scalar": self._binary_op(relax.op.bitwise_or, operator.or_),
+            "bitwise_or_.Tensor": self._binary_op(relax.op.bitwise_or, operator.or_),
+            "bitwise_or.Tensor": self._binary_op(relax.op.bitwise_or, operator.or_),
             "div.Tensor": self._binary_op(relax.op.divide, operator.truediv),
             "eq.Scalar": self._binary_op(relax.op.equal, operator.eq),
             "eq.Tensor": self._binary_op(relax.op.equal, operator.eq),
diff --git a/python/tvm/relax/frontend/torch/fx_translator.py b/python/tvm/relax/frontend/torch/fx_translator.py
index 5a34befb9296..8bf6ea82cf88 100644
--- a/python/tvm/relax/frontend/torch/fx_translator.py
+++ b/python/tvm/relax/frontend/torch/fx_translator.py
@@ -674,6 +674,8 @@ def create_convert_map(
             # binary
             "add": self._binary_op(relax.op.add, operator.add),
             "and_": self._binary_op(relax.op.bitwise_and, operator.and_),
+            "bitwise_or_": self._binary_op(relax.op.bitwise_or, operator.or_),
+            "bitwise_or": self._binary_op(relax.op.bitwise_or, operator.or_),
             "eq": self._binary_op(relax.op.equal, operator.eq),
             "floordiv": self._binary_op(relax.op.floor_divide, operator.floordiv),
             "ge": self._binary_op(relax.op.greater_equal, operator.ge),
diff --git a/tests/python/relax/test_frontend_from_exported_program.py b/tests/python/relax/test_frontend_from_exported_program.py
index 80c0bd5fb4f5..c8ed33eea793 100644
--- a/tests/python/relax/test_frontend_from_exported_program.py
+++ b/tests/python/relax/test_frontend_from_exported_program.py
@@ -845,6 +845,8 @@ def main(
 operator_binary_1 = [
     (operator.add, R.add),
     (torch.ops.aten.add_, R.add),
+    (torch.ops.aten.bitwise_or, R.bitwise_or),
+    (torch.ops.aten.bitwise_or_, R.bitwise_or),
     (operator.sub, R.subtract),
     (operator.mul, R.multiply),
     (torch.ops.aten.mul_, R.multiply),
diff --git a/tests/python/relax/test_frontend_from_fx.py b/tests/python/relax/test_frontend_from_fx.py
index c52255638072..4c6e5475b22b 100644
--- a/tests/python/relax/test_frontend_from_fx.py
+++ b/tests/python/relax/test_frontend_from_fx.py
@@ -1769,6 +1769,8 @@ def main(
 
 
 operator_binary_3 = [
+    (torch.ops.aten.bitwise_or_, R.bitwise_or),
+    (torch.ops.aten.bitwise_or, R.bitwise_or),
     (operator.lshift, R.left_shift),
     (operator.rshift, R.right_shift),
     (operator.and_, R.bitwise_and),