diff --git a/llmfoundry/tp/__init__.py b/llmfoundry/tp/__init__.py
index 55ceda0b76..48b788befa 100644
--- a/llmfoundry/tp/__init__.py
+++ b/llmfoundry/tp/__init__.py
@@ -2,10 +2,10 @@
 # SPDX-License-Identifier: Apache-2.0
 
 from llmfoundry.registry import tp_strategies
-from llmfoundry.tp.tp_strategies import ffn_tp_strategies
+from llmfoundry.tp.ffn_tp_strategy import ffn
 
-tp_strategies.register('ffn', func=ffn_tp_strategies)
+tp_strategies.register('ffn', func=ffn)
 
 __all__ = [
-    'ffn_tp_strategies',
+    'ffn',
 ]
diff --git a/llmfoundry/tp/tp_strategies.py b/llmfoundry/tp/ffn_tp_strategy.py
similarity index 96%
rename from llmfoundry/tp/tp_strategies.py
rename to llmfoundry/tp/ffn_tp_strategy.py
index 7dbfa3b90c..2804bfc747 100644
--- a/llmfoundry/tp/tp_strategies.py
+++ b/llmfoundry/tp/ffn_tp_strategy.py
@@ -11,7 +11,7 @@
 from torch.distributed.tensor.parallel.style import ParallelStyle
 
 
-def ffn_tp_strategies(model: ComposerModel) -> dict[str, ParallelStyle]:
+def ffn(model: ComposerModel) -> dict[str, ParallelStyle]:
     TP_LAYERS = {'ffn', 'ffn.up_proj', 'ffn.down_proj'}
 
     # Validate that all TP_LAYERS are in model
diff --git a/tests/models/utils/test_tp_strategies.py b/tests/models/utils/test_tp_strategies.py
index 357e146f11..f0c5e40be7 100644
--- a/tests/models/utils/test_tp_strategies.py
+++ b/tests/models/utils/test_tp_strategies.py
@@ -24,7 +24,7 @@
 @pytest.mark.filterwarnings(
     'ignore:tp_strategies is experimental and may change with future versions.',
 )
-def test_ffn_tp_strategies_layer_plan():
+def test_ffn_tp_strategy():
     # Create layer plan from fnn tp_strategy
     tp_config = {
         'strategy': 'ffn',
@@ -133,7 +133,3 @@ 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_strategies_layer_plan()