diff --git a/python/requirements/ml/requirements_tune.txt b/python/requirements/ml/requirements_tune.txt
index de3b2d581ae0..59e5ea937e59 100644
--- a/python/requirements/ml/requirements_tune.txt
+++ b/python/requirements/ml/requirements_tune.txt
@@ -37,5 +37,5 @@ smart_open==5.1.0
 timm==0.4.5
 transformers==4.10.0
 wandb==0.12.5
-xgboost==1.3.3
+xgboost==1.5.1
 zoopt==0.4.1