diff --git a/.gitignore b/.gitignore
index f80535c..e5b08b0 100644
--- a/.gitignore
+++ b/.gitignore
@@ -108,7 +108,7 @@ experiments/*
 
 # DO Include
 !batdetect2_notebook.ipynb
-!batdetect2/models/*.pth.tar
+!batdetect2/models/checkpoints/*.pth.tar
 !tests/data/*.wav
 !notebooks/*.ipynb
 notebooks/lightning_logs
diff --git a/batdetect2/models/checkpoints/Net2DFast_UK_same.pth.tar b/batdetect2/models/checkpoints/Net2DFast_UK_same.pth.tar
new file mode 100644
index 0000000..e3704b7
Binary files /dev/null and b/batdetect2/models/checkpoints/Net2DFast_UK_same.pth.tar differ