diff --git a/modelscope/pipelines/builder.py b/modelscope/pipelines/builder.py
index dd39453c..ca1431ea 100644
--- a/modelscope/pipelines/builder.py
+++ b/modelscope/pipelines/builder.py
@@ -7,7 +7,8 @@ from modelscope.hub.snapshot_download import snapshot_download
 from modelscope.metainfo import DEFAULT_MODEL_FOR_PIPELINE, Pipelines
 from modelscope.models.base import Model
 from modelscope.utils.config import ConfigDict, check_config
-from modelscope.utils.constant import DEFAULT_MODEL_REVISION, Invoke
+from modelscope.utils.constant import (DEFAULT_MODEL_REVISION, Invoke,
+                                       ThirdParty)
 from modelscope.utils.hub import read_config
 from modelscope.utils.plugins import (register_modelhub_repo,
                                       register_plugins_repo)
@@ -18,7 +19,7 @@ from .util import is_official_hub_path
 PIPELINES = Registry('pipelines')
 
 
-def normalize_model_input(model, model_revision):
+def normalize_model_input(model, model_revision, third_party=None):
     """ normalize the input model, to ensure that a model str is a valid local path: in other words,
     for model represented by a model id, the model shall be downloaded locally
     """
@@ -26,19 +27,21 @@ def normalize_model_input(model, model_revision):
         # skip revision download if model is a local directory
         if not os.path.exists(model):
             # note that if there is already a local copy, snapshot_download will check and skip downloading
+            user_agent = {Invoke.KEY: Invoke.PIPELINE}
+            if third_party is not None:
+                user_agent[ThirdParty.KEY] = third_party
             model = snapshot_download(
-                model,
-                revision=model_revision,
-                user_agent={Invoke.KEY: Invoke.PIPELINE})
+                model, revision=model_revision, user_agent=user_agent)
     elif isinstance(model, list) and isinstance(model[0], str):
         for idx in range(len(model)):
             if is_official_hub_path(
                     model[idx],
                     model_revision) and not os.path.exists(model[idx]):
+                user_agent = {Invoke.KEY: Invoke.PIPELINE}
+                if third_party is not None:
+                    user_agent[ThirdParty.KEY] = third_party
                 model[idx] = snapshot_download(
-                    model[idx],
-                    revision=model_revision,
-                    user_agent={Invoke.KEY: Invoke.PIPELINE})
+                    model[idx], revision=model_revision, user_agent=user_agent)
     return model
 
 
@@ -97,7 +100,11 @@ def pipeline(task: str = None,
     if task is None and pipeline_name is None:
         raise ValueError('task or pipeline_name is required')
 
-    model = normalize_model_input(model, model_revision)
+    third_party = kwargs.get(ThirdParty.KEY)
+    if third_party is not None:
+        kwargs.pop(ThirdParty.KEY)
+    model = normalize_model_input(
+        model, model_revision, third_party=third_party)
     pipeline_props = {'type': pipeline_name}
     if pipeline_name is None:
         # get default pipeline for this task