diff --git a/.gitignore b/.gitignore
index 92c1153..101a3b7 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,5 +1,6 @@
 # Modèles IA (Trop lourds pour Git)
 models/*
+!.gitkeep
 *.ckpt
 *.safetensors
 *.pth
@@ -7,7 +8,9 @@ models/*
 
 # Données et sorties
 data/*
+!.gitkeep
 outputs/*
+!.gitkeep
 *.wav
 *.mp4
 *.png
diff --git a/data/.gitkeep b/data/.gitkeep
new file mode 100644
index 0000000..e69de29
diff --git a/models/.gitkeep b/models/.gitkeep
new file mode 100644
index 0000000..e69de29
diff --git a/outputs/.gitkeep b/outputs/.gitkeep
new file mode 100644
index 0000000..e69de29