diff --git a/sqlmodel/main.py b/sqlmodel/main.py
index 38c85915aa..1aca583599 100644
--- a/sqlmodel/main.py
+++ b/sqlmodel/main.py
@@ -160,6 +160,10 @@ def __init__(self, default: Any = Undefined, **kwargs: Any) -> None:
                 raise RuntimeError(
                     "Passing sa_type is not supported when also passing a sa_column"
                 )
+        if not hasattr(PydanticFieldInfo, "validation_alias"):
+            kwargs.pop("validation_alias")
+        if not hasattr(PydanticFieldInfo, "serialization_alias"):
+            kwargs.pop("serialization_alias")
         if ondelete is not Undefined:
             if foreign_key is Undefined:
                 raise RuntimeError("ondelete can only be used with foreign_key")
@@ -215,6 +219,8 @@ def Field(
     *,
     default_factory: Optional[NoArgAnyCallable] = None,
     alias: Optional[str] = None,
+    validation_alias: Optional[str] = None,
+    serialization_alias: Optional[str] = None,
     title: Optional[str] = None,
     description: Optional[str] = None,
     exclude: Union[
@@ -260,6 +266,8 @@ def Field(
     *,
     default_factory: Optional[NoArgAnyCallable] = None,
     alias: Optional[str] = None,
+    validation_alias: Optional[str] = None,
+    serialization_alias: Optional[str] = None,
     title: Optional[str] = None,
     description: Optional[str] = None,
     exclude: Union[
@@ -349,6 +357,8 @@ def Field(
     *,
     default_factory: Optional[NoArgAnyCallable] = None,
     alias: Optional[str] = None,
+    validation_alias: Optional[str] = None,
+    serialization_alias: Optional[str] = None,
     title: Optional[str] = None,
     description: Optional[str] = None,
     exclude: Union[
@@ -391,6 +401,8 @@ def Field(
         default,
         default_factory=default_factory,
         alias=alias,
+        validation_alias=validation_alias,
+        serialization_alias=serialization_alias,
         title=title,
         description=description,
         exclude=exclude,