fix: Merge command line args with the ones in the config file (#5317)

* fix: Merge command line args with the ones in the config file

Signed-off-by: Frost Ming <me@frostming.com>

Author: frostming

src/bentoml/_internal/bento/build_config.py

@@ -24,6 +24,7 @@
 from ..configuration import get_bentoml_requirement
 from ..configuration import get_debug_mode
 from ..configuration import get_quiet_mode
+from ..configuration.containers import BentoMLContainer
 from ..container import generate_containerfile
 from ..container.frontend.dockerfile import ALLOWED_CUDA_VERSION_ARGS
 from ..container.frontend.dockerfile import CONTAINER_SUPPORTED_DISTROS
@@ -886,7 +887,9 @@ def __attrs_post_init__(self) -> None:
                     )
 
             if self.args:
-                set_arguments(**self.args)
+                # Merge command line args with the ones in the config file
+                # and the command line args take precedence
+                set_arguments(**self.args, **BentoMLContainer.bento_arguments.get())
 
     def with_defaults(self) -> FilledBentoBuildConfig:
         """