diff --git a/MLProject b/MLProject
new file mode 100644
index 0000000..48a4f36
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+name: s478841 regression model
+
+docker_env:
+  image: s478841-image:latest
+
+entry_points:
+  main:
+    parameters:
+      epochs: { type: string, default: "140" }
+      steps: { type: string, default: "10" }
+      save_model: { type: string, default: "--save" }
+    command: "python3 scripts/mlflow_train.py -e {epochs} -s {steps} {save_model}"