diff --git a/src/sagemaker/jumpstart/utils.py b/src/sagemaker/jumpstart/utils.py
index f77e1ae231..0acad85436 100644
--- a/src/sagemaker/jumpstart/utils.py
+++ b/src/sagemaker/jumpstart/utils.py
@@ -14,7 +14,7 @@
 from __future__ import absolute_import
 import logging
 import os
-from typing import Any, Dict, List, Optional
+from typing import Any, Dict, List, Optional, Union
 from urllib.parse import urlparse
 from packaging.version import Version
 import sagemaker
@@ -277,7 +277,7 @@ def get_jumpstart_base_name_if_jumpstart_model(
 
 def add_jumpstart_tags(
     tags: Optional[List[Dict[str, str]]] = None,
-    inference_model_uri: Optional[str] = None,
+    inference_model_uri: Optional[Union[str, dict]] = None,
     inference_script_uri: Optional[str] = None,
     training_model_uri: Optional[str] = None,
     training_script_uri: Optional[str] = None,
@@ -289,7 +289,7 @@ def add_jumpstart_tags(
     Args:
         tags (Optional[List[Dict[str,str]]): Current tags for JumpStart inference
             or training job. (Default: None).
-        inference_model_uri (Optional[str]): S3 URI for inference model artifact.
+        inference_model_uri (Optional[Union[dict, str]]): S3 URI for inference model artifact.
             (Default: None).
         inference_script_uri (Optional[str]): S3 URI for inference script tarball.
             (Default: None).
@@ -302,6 +302,10 @@ def add_jumpstart_tags(
         "The URI (%s) is a pipeline variable which is only interpreted at execution time. "
         "As a result, the JumpStart resources will not be tagged."
     )
+
+    if isinstance(inference_model_uri, dict):
+        inference_model_uri = inference_model_uri.get("S3DataSource", {}).get("S3Uri", None)
+
     if inference_model_uri:
         if is_pipeline_variable(inference_model_uri):
             logging.warning(warn_msg, "inference_model_uri")
diff --git a/src/sagemaker/model.py b/src/sagemaker/model.py
index 018fa35b85..6454901cdf 100644
--- a/src/sagemaker/model.py
+++ b/src/sagemaker/model.py
@@ -1345,7 +1345,9 @@ def deploy(
 
         tags = add_jumpstart_tags(
             tags=tags,
-            inference_model_uri=self.model_data if isinstance(self.model_data, str) else None,
+            inference_model_uri=self.model_data
+            if isinstance(self.model_data, (str, dict))
+            else None,
             inference_script_uri=self.source_dir,
         )
 
diff --git a/tests/unit/sagemaker/jumpstart/test_utils.py b/tests/unit/sagemaker/jumpstart/test_utils.py
index 3ddb1b10e8..8857641dc4 100644
--- a/tests/unit/sagemaker/jumpstart/test_utils.py
+++ b/tests/unit/sagemaker/jumpstart/test_utils.py
@@ -216,6 +216,34 @@ def test_add_jumpstart_tags_inference():
         inference_script_uri=inference_script_uri,
     ) == [{"Key": JumpStartTag.INFERENCE_MODEL_URI.value, "Value": inference_model_uri}]
 
+    tags = []
+    inference_model_uri = {"S3DataSource": {"S3Uri": random_jumpstart_s3_uri("random_key")}}
+    inference_script_uri = "dfsdfs"
+    assert utils.add_jumpstart_tags(
+        tags=tags,
+        inference_model_uri=inference_model_uri,
+        inference_script_uri=inference_script_uri,
+    ) == [
+        {
+            "Key": JumpStartTag.INFERENCE_MODEL_URI.value,
+            "Value": inference_model_uri["S3DataSource"]["S3Uri"],
+        }
+    ]
+
+    tags = []
+    inference_model_uri = {"S3DataSource": {"S3Uri": random_jumpstart_s3_uri("random_key/prefix/")}}
+    inference_script_uri = "dfsdfs"
+    assert utils.add_jumpstart_tags(
+        tags=tags,
+        inference_model_uri=inference_model_uri,
+        inference_script_uri=inference_script_uri,
+    ) == [
+        {
+            "Key": JumpStartTag.INFERENCE_MODEL_URI.value,
+            "Value": inference_model_uri["S3DataSource"]["S3Uri"],
+        }
+    ]
+
     tags = [{"Key": "some", "Value": "tag"}]
     inference_model_uri = random_jumpstart_s3_uri("random_key")
     inference_script_uri = "dfsdfs"