diff --git a/src/sagemaker/image_uri_config/djl-deepspeed.json b/src/sagemaker/image_uri_config/djl-deepspeed.json
index 5e7cc8084d..70394d0d9a 100644
--- a/src/sagemaker/image_uri_config/djl-deepspeed.json
+++ b/src/sagemaker/image_uri_config/djl-deepspeed.json
@@ -29,7 +29,7 @@
                 "us-west-2": "763104351884"
             },
             "repository": "djl-inference",
-            "tag_prefix": "0.21.0-deepspeed0.8.0-cu117"
+            "tag_prefix": "0.21.0-deepspeed0.8.3-cu117"
         },
         "0.20.0": {
             "registries": {
diff --git a/tests/unit/sagemaker/image_uris/test_djl.py b/tests/unit/sagemaker/image_uris/test_djl.py
index 4c15378ad1..9b5f8a2f77 100644
--- a/tests/unit/sagemaker/image_uris/test_djl.py
+++ b/tests/unit/sagemaker/image_uris/test_djl.py
@@ -47,7 +47,7 @@
     "0.19.0": {"djl-deepspeed": "deepspeed0.7.3-cu113"},
     "0.20.0": {"djl-deepspeed": "deepspeed0.7.5-cu116"},
     "0.21.0": {
-        "djl-deepspeed": "deepspeed0.8.0-cu117",
+        "djl-deepspeed": "deepspeed0.8.3-cu117",
         "djl-fastertransformer": "fastertransformer5.3.0-cu117",
     },
 }