diff --git a/libs/partners/groq/langchain_groq/chat_models.py b/libs/partners/groq/langchain_groq/chat_models.py
index 9fd02f230b216..b54491ce32e7a 100644
--- a/libs/partners/groq/langchain_groq/chat_models.py
+++ b/libs/partners/groq/langchain_groq/chat_models.py
@@ -1116,9 +1116,6 @@ class AnswerWithJustification(BaseModel):
 
         """  # noqa: E501
         _ = kwargs.pop("strict", None)
-        if kwargs:
-            msg = f"Received unsupported arguments {kwargs}"
-            raise ValueError(msg)
         is_pydantic_schema = _is_pydantic_class(schema)
         if method == "function_calling":
             if schema is None:
@@ -1136,6 +1133,7 @@ class AnswerWithJustification(BaseModel):
                     "kwargs": {"method": "function_calling"},
                     "schema": formatted_tool,
                 },
+                **kwargs,
             )
             if is_pydantic_schema:
                 output_parser: OutputParserLike = PydanticToolsParser(
@@ -1168,6 +1166,7 @@ class AnswerWithJustification(BaseModel):
             llm = self.bind(
                 response_format=response_format,
                 ls_structured_output_format=ls_format_info,
+                **kwargs,
             )
             output_parser = (
                 PydanticOutputParser(pydantic_object=schema)  # type: ignore[type-var, arg-type]
@@ -1182,6 +1181,7 @@ class AnswerWithJustification(BaseModel):
                     "kwargs": {"method": "json_mode"},
                     "schema": schema,
                 },
+                **kwargs,
             )
             output_parser = (
                 PydanticOutputParser(pydantic_object=schema)  # type: ignore[type-var, arg-type]