diff --git a/pennylane_lightning/lightning_tensor/_tensornet.py b/pennylane_lightning/lightning_tensor/_tensornet.py
index 4972a15344..78260363fc 100644
--- a/pennylane_lightning/lightning_tensor/_tensornet.py
+++ b/pennylane_lightning/lightning_tensor/_tensornet.py
@@ -225,27 +225,27 @@ def _preprocess_state_vector(self, state, device_wires):
 
         local_dev_wires = np.array(device_wires.tolist())[::-1]
 
-        # generate basis states on subset of qubits via broadcasting 
-        base = np.tile([0,1], 2**(len(local_dev_wires)-1)).astype(dtype=np.int64)
-        indexes = np.zeros(2**(len(local_dev_wires)), dtype=np.int64)
+        # generate basis states on subset of qubits via broadcasting
+        base = np.tile([0, 1], 2 ** (len(local_dev_wires) - 1)).astype(dtype=np.int64)
+        indexes = np.zeros(2 ** (len(local_dev_wires)), dtype=np.int64)
 
         max_dev_wire = self._num_wires - 1
-        
+
         # get basis states to alter on full set of qubits
         for i, wire in enumerate(local_dev_wires):
-            
+
             # get indices for which the state is changed to input state vector elements
-            indexes += base * 2**(max_dev_wire-wire)
-            
-            if i == len(local_dev_wires)-1:
+            indexes += base * 2 ** (max_dev_wire - wire)
+
+            if i == len(local_dev_wires) - 1:
                 continue
-            
-            two_n = 2**(i+1)
-            base = base.reshape(-1, two_n*2)
-            swaper_A = two_n//2
+
+            two_n = 2 ** (i + 1)
+            base = base.reshape(-1, two_n * 2)
+            swaper_A = two_n // 2
             swaper_B = swaper_A + two_n
 
-            base[:,swaper_A:swaper_B] = base[:,swaper_A:swaper_B][:,::-1]
+            base[:, swaper_A:swaper_B] = base[:, swaper_A:swaper_B][:, ::-1]
             base = base.reshape(-1)
 
         # get full state vector to be factorized into MPS