diff --git a/README.md b/README.md
index 9e3676d..e446cc0 100644
--- a/README.md
+++ b/README.md
@@ -6,17 +6,18 @@
 `pip install k3-addons`
 
 # Includes:
-- Layers
-    - Pooling:
-        - `AdaptiveAveragePooling1D`
-        - `AdaptiveMaxPooling1D`
-        - `AdaptiveAveragePooling2D`
-        - `AdaptiveMaxPooling2D`
-    - Attention:
-        - `DoubleAttention`
-        - `AFTFull`
-        - `ChannelAttention2D`
-        - `SpatialAttention2D`
-        - `ECAAttention`
-        - `ExternalAttention`
-        - `ResidualAttention`
\ No newline at end of file
+## Layers
+- Pooling:
+    - `k3_addons.layers.AdaptiveAveragePooling1D`
+    - `k3_addons.layers.AdaptiveMaxPooling1D`
+    - `k3_addons.layers.AdaptiveAveragePooling2D`
+    - `k3_addons.layers.AdaptiveMaxPooling2D`
+- Attention:
+    - `k3_addons.layers.DoubleAttention`
+    - `k3_addons.layers.AFTFull`
+    - `k3_addons.layers.ChannelAttention2D`
+    - `k3_addons.layers.SpatialAttention2D`
+    - `k3_addons.layers.ECAAttention`
+    - `k3_addons.layers.ExternalAttention`
+    - `k3_addons.layers.ResidualAttention`
+    - `k3_addons.layers.MobileViTAttention`
\ No newline at end of file