diff --git a/docs/api/attention.md b/docs/api/attention.md
index 8630c563..c3dddcfd 100644
--- a/docs/api/attention.md
+++ b/docs/api/attention.md
@@ -53,12 +53,24 @@ what runs when you call `op(...)`.
       heading_level: 3
       members: ["__init__", "forward"]
 
+::: tileops.attention.MLADenseBwdOp
+    options:
+      show_root_heading: true
+      heading_level: 3
+      members: ["__init__", "forward"]
+
 ::: tileops.attention.MLAPagedFwdOp
     options:
       show_root_heading: true
       heading_level: 3
       members: ["__init__", "forward"]
 
+::: tileops.attention.MLAVarlenBwdOp
+    options:
+      show_root_heading: true
+      heading_level: 3
+      members: ["__init__", "forward"]
+
 ::: tileops.attention.MLAVarlenFwdOp
     options:
       show_root_heading: true