diff --git a/torchtitan/experiments/simple_fsdp/backend.py b/torchtitan/experiments/simple_fsdp/backend.py
index 7fc9d13bf4..09bd6a1b3c 100644
--- a/torchtitan/experiments/simple_fsdp/backend.py
+++ b/torchtitan/experiments/simple_fsdp/backend.py
@@ -52,7 +52,7 @@ def get_compile_backend_with_passes(
             def aot_eager_autobucketing_reordering_pass(
                 gm: torch.fx.GraphModule, example_inputs: Any
             ) -> torch.fx.GraphModule:
-                schedule_overlap_bucketing(gm)
+                schedule_overlap_bucketing(gm, collective_bucketing=True)
                 gm.recompile()
                 return gm
 
@@ -67,7 +67,11 @@ def aot_eager_autobucketing_reordering_pass(
             def inductor_autobucketing_reordering_pass(
                 gm: torch.fx.Graph,
             ) -> torch.fx.GraphModule:
-                return schedule_overlap_bucketing(gm.owning_module)
+                return schedule_overlap_bucketing(
+                    gm.owning_module,
+                    collective_bucketing=True,
+                    insert_overlap_deps=True,
+                )
 
             dist_opts.insert_overlap_deps = True
             torch._inductor.config.reorder_for_peak_memory = False