diff --git "a/deployment/serialized_model" "b/deployment/serialized_model"
new file mode 100644--- /dev/null
+++ "b/deployment/serialized_model"
@@ -0,0 +1 @@
+{"type_name": "XGBClassifier", "serialized_value": {"n_bits": 3, "sklearn_model": {"type_name": "sklearn_model", "serialized_value": 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