resolve alt config resolution for jumpstart models

sagemaker-serve/src/sagemaker/serve/model_builder_servers.py

@@ -851,11 +851,12 @@ def _build_for_jumpstart(self) -> Model:
         # Get JumpStart model configuration
         init_kwargs = get_init_kwargs(
             model_id=self.model,
-            model_version=self.model_version or "*", 
+            model_version=self.model_version or "*",
             region=self.region,
             instance_type=self.instance_type,
             tolerate_vulnerable_model=getattr(self, 'tolerate_vulnerable_model', None),
-            tolerate_deprecated_model=getattr(self, 'tolerate_deprecated_model', None)
+            tolerate_deprecated_model=getattr(self, 'tolerate_deprecated_model', None),
+            config_name=getattr(self, 'config_name', None),
         )
 
         # Configure image URI and environment variables

sagemaker-serve/tests/unit/servers/test_model_builder_servers.py

@@ -45,6 +45,7 @@ def __init__(self):
         self.framework = None
         self.framework_version = None
         self._is_mlflow_model = False
+        self.config_name = None
 
     def _deploy_local_endpoint(self, **kwargs):
         return Mock()
@@ -816,6 +817,64 @@ def test_build_unsupported_image_uri(self, mock_init):
             self.builder._build_for_jumpstart()
         self.assertIn("Unsupported", str(ctx.exception))
 
+    @patch('sagemaker.core.jumpstart.factory.utils.get_init_kwargs')
+    @patch('sagemaker.serve.model_builder_servers.prepare_djl_js_resources')
+    @patch.object(MockModelBuilderServers, '_prepare_for_mode')
+    @patch.object(MockModelBuilderServers, '_create_model')
+    def test_build_passes_config_name_to_get_init_kwargs(self, mock_create, mock_prepare_mode, mock_djl_res, mock_init):
+        """Test that config_name is forwarded to get_init_kwargs."""
+        mock_init_kwargs = Mock()
+        mock_init_kwargs.image_uri = "djl-inference:0.21.0"
+        mock_init_kwargs.env = {"TEST": "value"}
+        mock_init_kwargs.model_data = "s3://bucket/model.tar.gz"
+        mock_init.return_value = mock_init_kwargs
+        mock_djl_res.return_value = ({"config": "value"}, True)
+        mock_create.return_value = Mock()
+        self.builder.mode = Mode.LOCAL_CONTAINER
+        self.builder.image_uri = None
+        self.builder.config_name = "lmi-optimized"
+
+        self.builder._build_for_jumpstart()
+
+        mock_init.assert_called_once_with(
+            model_id=self.builder.model,
+            model_version="*",
+            region=self.builder.region,
+            instance_type=self.builder.instance_type,
+            tolerate_vulnerable_model=None,
+            tolerate_deprecated_model=None,
+            config_name="lmi-optimized",
+        )
+
+    @patch('sagemaker.core.jumpstart.factory.utils.get_init_kwargs')
+    @patch('sagemaker.serve.model_builder_servers.prepare_djl_js_resources')
+    @patch.object(MockModelBuilderServers, '_prepare_for_mode')
+    @patch.object(MockModelBuilderServers, '_create_model')
+    def test_build_passes_none_config_name_when_not_set(self, mock_create, mock_prepare_mode, mock_djl_res, mock_init):
+        """Test that config_name defaults to None when not set."""
+        mock_init_kwargs = Mock()
+        mock_init_kwargs.image_uri = "djl-inference:0.21.0"
+        mock_init_kwargs.env = {}
+        mock_init_kwargs.model_data = "s3://bucket/model.tar.gz"
+        mock_init.return_value = mock_init_kwargs
+        mock_djl_res.return_value = ({"config": "value"}, True)
+        mock_create.return_value = Mock()
+        self.builder.mode = Mode.LOCAL_CONTAINER
+        self.builder.image_uri = None
+        self.builder.config_name = None
+
+        self.builder._build_for_jumpstart()
+
+        mock_init.assert_called_once_with(
+            model_id=self.builder.model,
+            model_version="*",
+            region=self.builder.region,
+            instance_type=self.builder.instance_type,
+            tolerate_vulnerable_model=None,
+            tolerate_deprecated_model=None,
+            config_name=None,
+        )
+
     @patch('sagemaker.core.jumpstart.factory.utils.get_init_kwargs')
     @patch.object(MockModelBuilderServers, '_prepare_for_mode')
     @patch.object(MockModelBuilderServers, '_build_for_djl_jumpstart')

sagemaker-serve/tests/unit/test_model_builder_servers_coverage.py

@@ -347,24 +347,52 @@ def test_build_for_jumpstart_routes_to_djl(self, mock_prepare, mock_build_djl, m
         mock_init_kwargs.image_uri = "763104351884.dkr.ecr.us-west-2.amazonaws.com/djl-inference:0.21.0-deepspeed0.8.0-cu117"
         mock_init_kwargs.env = {}
         mock_get_kwargs.return_value = mock_init_kwargs
-        
+
         mock_model = Mock(spec=Model)
         mock_build_djl.return_value = mock_model
-        
+
         builder = ModelBuilder(
             model="huggingface-llm-falcon-7b",
             role_arn=MOCK_ROLE_ARN,
             sagemaker_session=self.mock_session,
             mode=Mode.SAGEMAKER_ENDPOINT
         )
         builder._optimizing = False
-        
+
         result = builder._build_for_jumpstart()
-        
+
         self.assertEqual(result, mock_model)
         self.assertEqual(builder.model_server, ModelServer.DJL_SERVING)
         mock_build_djl.assert_called_once()
 
+    @patch('sagemaker.core.jumpstart.factory.utils.get_init_kwargs')
+    @patch('sagemaker.serve.model_builder.ModelBuilder._build_for_djl_jumpstart')
+    @patch('sagemaker.serve.model_builder.ModelBuilder._prepare_for_mode')
+    def test_build_for_jumpstart_passes_config_name(self, mock_prepare, mock_build_djl, mock_get_kwargs):
+        """Test that config_name is forwarded to get_init_kwargs."""
+        mock_init_kwargs = Mock()
+        mock_init_kwargs.image_uri = "763104351884.dkr.ecr.us-west-2.amazonaws.com/djl-inference:0.21.0-deepspeed0.8.0-cu117"
+        mock_init_kwargs.env = {}
+        mock_get_kwargs.return_value = mock_init_kwargs
+
+        mock_model = Mock(spec=Model)
+        mock_build_djl.return_value = mock_model
+
+        builder = ModelBuilder(
+            model="meta-textgeneration-llama-3-3-70b-instruct",
+            role_arn=MOCK_ROLE_ARN,
+            sagemaker_session=self.mock_session,
+            mode=Mode.SAGEMAKER_ENDPOINT
+        )
+        builder._optimizing = False
+        builder.config_name = "lmi-optimized"
+
+        builder._build_for_jumpstart()
+
+        mock_get_kwargs.assert_called_once()
+        call_kwargs = mock_get_kwargs.call_args
+        self.assertEqual(call_kwargs.kwargs.get("config_name") or call_kwargs[1].get("config_name"), "lmi-optimized")
+
     @patch('sagemaker.core.jumpstart.factory.utils.get_init_kwargs')
     @patch('sagemaker.serve.model_builder.ModelBuilder._build_for_tgi_jumpstart')
     @patch('sagemaker.serve.model_builder.ModelBuilder._prepare_for_mode')