diff --git a/06_gpu_and_ml/llm-serving/text_generation_inference.py b/06_gpu_and_ml/llm-serving/text_generation_inference.py
index 130eb245c..b1d7c10c3 100644
--- a/06_gpu_and_ml/llm-serving/text_generation_inference.py
+++ b/06_gpu_and_ml/llm-serving/text_generation_inference.py
@@ -206,7 +206,7 @@ def main():
 #
 # You can try our deployment [here](https://modal-labs--tgi-app.modal.run).
 
-frontend_path = Path(__file__).parent.parent / "llm-frontend"
+frontend_path = Path(__file__).parent / "llm-frontend"
 
 
 @stub.function(
diff --git a/06_gpu_and_ml/llm-serving/tgi_mixtral.py b/06_gpu_and_ml/llm-serving/tgi_mixtral.py
index 002ee51b2..4c4067c9c 100644
--- a/06_gpu_and_ml/llm-serving/tgi_mixtral.py
+++ b/06_gpu_and_ml/llm-serving/tgi_mixtral.py
@@ -173,7 +173,7 @@ def main():
 #
 # You can try our deployment [here](https://modal-labs--tgi-mixtral.modal.run).
 
-frontend_path = Path(__file__).parent / "llm-frontend"
+frontend_path = Path(__file__).parent.parent / "llm-frontend"
 
 
 @stub.function(
diff --git a/06_gpu_and_ml/llm-serving/vllm_mixtral.py b/06_gpu_and_ml/llm-serving/vllm_mixtral.py
index 253d038f0..6844c957c 100644
--- a/06_gpu_and_ml/llm-serving/vllm_mixtral.py
+++ b/06_gpu_and_ml/llm-serving/vllm_mixtral.py
@@ -196,7 +196,7 @@ def main():
 
 from modal import Mount, asgi_app
 
-frontend_path = Path(__file__).parent / "llm-frontend"
+frontend_path = Path(__file__).parent.parent / "llm-frontend"
 
 
 @stub.function(