diff --git a/laborious/activities/mlflow.py b/laborious/activities/mlflow.py
index e0e7cb3..aae09ee 100644
--- a/laborious/activities/mlflow.py
+++ b/laborious/activities/mlflow.py
@@ -162,7 +162,7 @@ class MLFlow(BaseActivity):
         )
 
         self.debug(
-            f"Transform raw response data: \n {create_sample_dict(response_data)}", metadata)
+            f"Transform raw response data: \n {create_sample_dict(response_data, max_items=5, max_depth=5)}", metadata)
 
         if response_data['success']:
 
@@ -194,7 +194,7 @@ class MLFlow(BaseActivity):
             response_data['content'] = response_dataframe.to_dict()
 
         self.debug(
-            f"Transform response data: \n {create_sample_dict(response_data)}", metadata)
+            f"Transform response data: \n {create_sample_dict(response_data, max_items=5, max_depth=5)}", metadata)
 
         self.info("Data transformed successfully", metadata)
 
@@ -247,7 +247,7 @@ class MLFlow(BaseActivity):
         )
 
         self.debug(
-            f"Prediction response data: \n {create_sample_dict(response_data)}", metadata)
+            f"Prediction response data: \n {create_sample_dict(response_data, max_items=5, max_depth=5)}", metadata)
 
         self.info("Data predicted successfully", metadata)