diff --git a/requirements.txt b/requirements.txt
index cd9e66c..b21f2c2 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,7 +5,7 @@ lightning
 torchmetrics>=0.11.4
 datasets
 transformers>=4.41.0
-torch_geometric==2.3.0
+torch_geometric==2.7.0
 --extra-index-url https://download.pytorch.org/whl/cu121
 torch_scatter
 torch_sparse