diff --git a/twml/README.md b/twml/README.md
index b2b315b45..4b3f523e4 100644
--- a/twml/README.md
+++ b/twml/README.md
@@ -1,9 +1,13 @@
 # TWML
 
 ---
-Note: `twml` is no longer under development. Much of the code here is out of date and unused.
-It is included here for completeness, because `twml` is still used to train the light ranker models
-(see `src/python/twitter/deepbird/projects/timelines/scripts/models/earlybird/README.md`)
+## Note
+`twml` is no longer under development. Much of the code here is out of date and unused.  
+It is included here for completeness, because `twml` is still used to train the light ranker models:
+
+```bash
+src/python/twitter/deepbird/projects/timelines/scripts/models/earlybird/README.md
+```
 ---
 
 TWML is one of Twitter's machine learning frameworks, which uses Tensorflow under the hood. While it is mostly