diff --git a/model_data/simulation_system/training.py b/model_data/simulation_system/training.py
index d0a2c8ac..2a01485c 100644
--- a/model_data/simulation_system/training.py
+++ b/model_data/simulation_system/training.py
@@ -145,6 +145,8 @@ def training(
     plt.tight_layout()
     RESIDUAL_FILE = "residuals.png"
     plt.savefig(output_base / METRICS_FOLDER / RESIDUAL_FILE, dpi=120) 
+    plt.savefig(RESIDUAL_FILE, dpi=120) 
+
     
     # TODO: introduce a seperate script for model optimisation, and from there, optimise for deployment
     # Imagining for now that the model trained here is the best model amongst all models built