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@@ -38,9 +38,17 @@ RUN ./venv/bin/python -m pip install --no-cache-dir -r requirements.txt
 
 # 6. Download Models
 # The Rope application expects models in an 'models' subdirectory within its root.
-# Initialize LFS for cloning model files
+# The main application repo clone (Hillobar/Rope) creates an 'models' directory,
+# which usually only contains a .gitkeep file.
+# We remove this directory to make way for the actual models cloned from Hugging Face.
+RUN rm -rf ${APP_DIR}/models
+
+# Initialize LFS for cloning model files from Hugging Face.
+# This command configures Git on the system to use LFS.
 RUN git lfs install --system
-# Clone the models from Hugging Face into the ${APP_DIR}/models directory
+
+# Clone the models from Hugging Face into the ${APP_DIR}/models directory.
+# This will create the ${APP_DIR}/models directory again and populate it with model files.
 RUN git clone https://huggingface.co/Hillobar/Rope ${APP_DIR}/models
 
 # 7. Verify CUDA Installation (nvcc should be in PATH)