diff --git a/Makefile b/Makefile
index d212ec1..9358204 100644
--- a/Makefile
+++ b/Makefile
@@ -20,7 +20,8 @@ eval:
 update-branch:
 	git config --global user.name $(USER_NAME)
 	git config --global user.email $(USER_EMAIL)
-	git commit -am "Update with new results"
+	git add -A
+	git commit -m "Update with new results"
 	git push --force origin HEAD:update
 
 hf-login: 
diff --git a/report.md b/report.md
new file mode 100644
index 0000000..71a3265
--- /dev/null
+++ b/report.md
@@ -0,0 +1,5 @@
+## Model Metrics
+
+Accuracy = 0.97, F1 Score = 0.94.
+## Confusion Matrix Plot
+![Confusion Matrix](./Results/model_results.png)