diff --git a/bentoml/deployment/serverless/aws_lambda.py b/bentoml/deployment/serverless/aws_lambda.py
index a5b50377b2e..ead20f1e4e2 100644
--- a/bentoml/deployment/serverless/aws_lambda.py
+++ b/bentoml/deployment/serverless/aws_lambda.py
@@ -54,9 +54,9 @@
 # Set BENTOML_HOME to /tmp directory due to AWS lambda disk access restrictions
 os.environ['BENTOML_HOME'] = '/tmp/bentoml/'
 
-from {class_name} import {class_name}
+from {class_name} import load
 
-bento_service = {class_name}.load()
+bento_service = load()
 
 """
 
@@ -133,7 +133,7 @@ def apply(self, deployment_pb, repo, prev_deployment=None):
         template = 'aws-python3'
         minimum_python_version = version.parse('3.0.0')
         bento_python_version = version.parse(bento_config['env']['python_version'])
-        if bento_python_version > minimum_python_version:
+        if bento_python_version < minimum_python_version:
             template = 'aws-python'
 
         with TemporaryServerlessContent(
@@ -153,8 +153,8 @@ def apply(self, deployment_pb, repo, prev_deployment=None):
                 stage=deployment_pb.namespace,
             )
             logger.info(
-                'Installing additional packages: serverless-python-requirements, \
-                serverless-apigw-binary'
+                'Installing additional packages: serverless-python-requirements, '
+                'serverless-apigw-binary'
             )
             install_serverless_plugin("serverless-python-requirements", output_path)
             install_serverless_plugin("serverless-apigw-binary", output_path)
@@ -170,8 +170,12 @@ def apply(self, deployment_pb, repo, prev_deployment=None):
     def delete(self, deployment_pb, repo=None):
         state = self.describe(deployment_pb, repo).state
         if state.state != DeploymentState.RUNNING:
-            message = 'Failed to delete, no active deployment {name}. The current state is {state}'.format(
-                name=deployment_pb.name, state=DeploymentState.State.Name(state.state)
+            message = (
+                'Failed to delete, no active deployment {name}. '
+                'The current state is {state}'.format(
+                    name=deployment_pb.name,
+                    state=DeploymentState.State.Name(state.state),
+                )
             )
             return DeleteDeploymentResponse(status=Status.ABORTED(message))
 
diff --git a/bentoml/deployment/serverless/gcp_function.py b/bentoml/deployment/serverless/gcp_function.py
index 677e7811ae5..58f6b309dc9 100644
--- a/bentoml/deployment/serverless/gcp_function.py
+++ b/bentoml/deployment/serverless/gcp_function.py
@@ -43,9 +43,9 @@
 logger = logging.getLogger(__name__)
 
 GOOGLE_MAIN_PY_TEMPLATE_HEADER = """\
-from {class_name} import {class_name}
+from {class_name} import load
 
-bento_service = {class_name}.load()
+bento_service = load()
 
 """
 
@@ -161,8 +161,12 @@ def describe(self, deployment_pb, repo=None):
     def delete(self, deployment_pb, repo=None):
         state = self.describe(deployment_pb, repo).state
         if state.state != DeploymentState.RUNNING:
-            message = 'Failed to delete, no active deployment {name}. The current state is {state}'.format(
-                name=deployment_pb.name, state=DeploymentState.State.Name(state.state)
+            message = (
+                'Failed to delete, no active deployment {name}. '
+                'The current state is {state}'.format(
+                    name=deployment_pb.name,
+                    state=DeploymentState.State.Name(state.state),
+                )
             )
             return DeleteDeploymentResponse(status=Status.ABORTED(message))
 
diff --git a/bentoml/deployment/serverless/serverless_utils.py b/bentoml/deployment/serverless/serverless_utils.py
index 3ff6bf762dd..86c719f6df9 100644
--- a/bentoml/deployment/serverless/serverless_utils.py
+++ b/bentoml/deployment/serverless/serverless_utils.py
@@ -86,10 +86,12 @@ def parse_serverless_response(serverless_response):
 
 def parse_serverless_info_response_to_json_string(responses):
     result = {}
-    for line in responses:
+    for i in range(len(responses)):
+        line = responses[i]
         if ': ' in line:
             items = line.split(': ')
             result[items[0]] = items[1]
+    result['raw_response'] = responses
     return json.dumps(result)
 
 
@@ -129,7 +131,8 @@ def generate(self):
         )
         shutil.copy(os.path.join(self.archive_path, "requirements.txt"), tempdir)
         model_serivce_archive_path = os.path.join(tempdir, self.bento_name)
-        shutil.copytree(self.archive_path, model_serivce_archive_path)
+        model_path = os.path.join(self.archive_path, self.bento_name)
+        shutil.copytree(model_path, model_serivce_archive_path)
         self.path = tempdir
 
     def cleanup(self):