diff --git a/llmfoundry/utils/builders.py b/llmfoundry/utils/builders.py
index 631d25bc60..dcffbf6caa 100644
--- a/llmfoundry/utils/builders.py
+++ b/llmfoundry/utils/builders.py
@@ -38,6 +38,7 @@
 )
 from llmfoundry.utils.config_utils import to_dict_container, to_list_container
 from llmfoundry.utils.registry_utils import construct_from_registry
+from llmfoundry.utils.warnings import experimental_function
 
 log = logging.getLogger(__name__)
 
@@ -705,6 +706,7 @@ def _validate_cfg(icl_cfg: dict[str, Any]):
     return evaluators, logger_keys
 
 
+@experimental_function('tp_strategy')
 def build_tp_strategy(
     name: str,
     model: ComposerModel,
diff --git a/tests/models/utils/test_tp_strategy.py b/tests/models/utils/test_tp_strategy.py
index 073a8ff782..19bad8abfd 100644
--- a/tests/models/utils/test_tp_strategy.py
+++ b/tests/models/utils/test_tp_strategy.py
@@ -21,6 +21,9 @@
 
 
 @pytest.mark.gpu
+@pytest.mark.filterwarnings(
+    'ignore:tp_strategy is experimental and may change with future versions.'
+)
 def test_ffn_tp_strategy_layer_plan():
     # Actual layer plan from tp_strategy=fnn
     tp_config = {
@@ -128,3 +131,7 @@ def test_no_tp_with_moes():
         match='Tensor Parallelism is not currently supported for MoE models.',
     ):
         process_init_device(model_cfg, fsdp_cfg, tp_cfg)
+
+
+# if __name__ == '__main__':
+#     test_ffn_tp_strategy_layer_plan()