diff --git a/src/fairseq2/gang.py b/src/fairseq2/gang.py
index b4d268a6e..4a91a0562 100644
--- a/src/fairseq2/gang.py
+++ b/src/fairseq2/gang.py
@@ -720,7 +720,7 @@ def setup_2D_mesh_gangs(
     First gang is the row in the mesh, second is the column.
     For example, assuming 8 devices denoted by g0 to g7, calling this function
     with ``row_length`` = 4 amounts to defining the 2D mesh
-    [[g0, g1, g2, g3], [g4, g5, g6, g7]] and creating 2 sets of gangs:
+    [[g0, g1, g2, g3], [g4, g5, g6, g7]] and making 2 sets of gangs:
 
         2 gangs of size 4 (mesh rows):
             [g0, g1, g2, g3], [g4, g5, g6, g7]
@@ -732,11 +732,11 @@ def setup_2D_mesh_gangs(
     (for example, 2 hosts: one with g0 to g3, and the other with g4 to g7),
     the first gang can be used to maximize local intra-host communication.
 
-    Example use-cases include creating tensor- and data- parallel gangs, or
+    Example use-cases include making tensor- and data- parallel gangs, or
     sharding and replicating gangs in FSDP's hybrid sharding.
 
     :param root_gang:
-        The gang whose topology will be used to create the new gangs.
+        The gang whose topology will be used to make the new gangs.
     :param row_length:
         The size of the gangs corresponding to the 2D mesh rows.
     :param create_single_rank_process_groups:
@@ -774,7 +774,9 @@ def setup_2D_mesh_gangs(
 
     output = {}
 
-    log.info("Initializing sub-gangs for a 2D device mesh of shape {}.", list(mesh_shape))
+    log.info(
+        "Initializing sub-gangs for a 2D device mesh of shape {}.", list(mesh_shape)
+    )
     if dim_descriptions is None:
         dim_descriptions = [f"dim-{dim}" for dim in range(2)]
 
@@ -783,7 +785,9 @@ def setup_2D_mesh_gangs(
 
         gang_size = mesh_shape[1 - dim]
 
-        log.info("Initializing {} gang with a size of {}.", dim_descriptions[dim], gang_size)
+        log.info(
+            "Initializing {} gang with a size of {}.", dim_descriptions[dim], gang_size
+        )
 
         # Match row length (dim 0) or column length (dim 1)
         match gang_size:
@@ -801,7 +805,7 @@ def setup_2D_mesh_gangs(
                     sub_gang = root_gang.make_gang(ranks.tolist())
                     if i == rank_coords[dim]:
                         current_subgang = sub_gang
-        
+
         if current_subgang is None:
             raise InternalError(f"`current_gang` ({dim_descriptions[dim]}) is `None`.")
 
@@ -843,16 +847,14 @@ def setup_parallel_gangs(root_gang: Gang, *, tp_size: int = 1) -> Gangs:
         raise GangError(
             f"The number of processes in the root gang is expected to be a multiple of the tensor parallel size ({tp_size}), but is {root_gang.size} instead."
         )
-    
+
     output_from_2D_mesh = setup_2D_mesh_gangs(
         root_gang,
         row_length=tp_size,
         dim_descriptions=["tensor parallel", "data parallel"],
     )
 
-    return Gangs(
-        root_gang, output_from_2D_mesh[1], output_from_2D_mesh[0]
-    )
+    return Gangs(root_gang, output_from_2D_mesh[1], output_from_2D_mesh[0])
 
 
 def broadcast_flag(gang: Gang, flag: bool, source_rank: int = 0) -> bool: