diff --git a/ignite/handlers/wandb_logger.py b/ignite/handlers/wandb_logger.py
index 3f8e44840c7..621ff9d3ebd 100644
--- a/ignite/handlers/wandb_logger.py
+++ b/ignite/handlers/wandb_logger.py
@@ -134,6 +134,7 @@ def __init__(self, *args: Any, **kwargs: Any):
                 "You man install wandb with the command:\n pip install wandb\n"
             )
         if kwargs.get("init", True):
+            kwargs.pop("init", None)
             wandb.init(*args, **kwargs)
 
     def __getattr__(self, attr: Any) -> Any: