diff --git a/src/sagemaker/djl_inference/model.py b/src/sagemaker/djl_inference/model.py
index 89f15a54ab..b22347afbd 100644
--- a/src/sagemaker/djl_inference/model.py
+++ b/src/sagemaker/djl_inference/model.py
@@ -599,7 +599,7 @@ def serving_image_uri(self, region_name):
             str: The appropriate image URI based on the given parameters.
         """
         if not self.djl_version:
-            self.djl_version = "0.21.0"
+            self.djl_version = "0.22.1"
 
         return image_uris.retrieve(
             self._framework(),
diff --git a/src/sagemaker/image_uri_config/djl-deepspeed.json b/src/sagemaker/image_uri_config/djl-deepspeed.json
index 70394d0d9a..8eb171c05f 100644
--- a/src/sagemaker/image_uri_config/djl-deepspeed.json
+++ b/src/sagemaker/image_uri_config/djl-deepspeed.json
@@ -1,6 +1,36 @@
 {
     "scope": ["inference"],
     "versions": {
+        "0.22.1": {
+            "registries": {
+                "af-south-1": "626614931356",
+                "ap-east-1": "871362719292",
+                "ap-northeast-1": "763104351884",
+                "ap-northeast-2": "763104351884",
+                "ap-northeast-3": "364406365360",
+                "ap-south-1": "763104351884",
+                "ap-southeast-1": "763104351884",
+                "ap-southeast-2": "763104351884",
+                "ap-southeast-3": "907027046896",
+                "ca-central-1": "763104351884",
+                "cn-north-1": "727897471807",
+                "cn-northwest-1": "727897471807",
+                "eu-central-1": "763104351884",
+                "eu-north-1": "763104351884",
+                "eu-west-1": "763104351884",
+                "eu-west-2": "763104351884",
+                "eu-west-3": "763104351884",
+                "eu-south-1": "692866216735",
+                "me-south-1": "217643126080",
+                "sa-east-1": "763104351884",
+                "us-east-1": "763104351884",
+                "us-east-2": "763104351884",
+                "us-west-1": "763104351884",
+                "us-west-2": "763104351884"
+            },
+            "repository": "djl-inference",
+            "tag_prefix": "0.22.1-deepspeed0.8.3-cu118"
+        },
         "0.21.0": {
             "registries": {
                 "af-south-1": "626614931356",
diff --git a/src/sagemaker/image_uri_config/djl-fastertransformer.json b/src/sagemaker/image_uri_config/djl-fastertransformer.json
index 4c1873257a..d86f073b84 100644
--- a/src/sagemaker/image_uri_config/djl-fastertransformer.json
+++ b/src/sagemaker/image_uri_config/djl-fastertransformer.json
@@ -1,6 +1,36 @@
 {
     "scope": ["inference"],
     "versions": {
+        "0.22.1": {
+            "registries": {
+                "af-south-1": "626614931356",
+                "ap-east-1": "871362719292",
+                "ap-northeast-1": "763104351884",
+                "ap-northeast-2": "763104351884",
+                "ap-northeast-3": "364406365360",
+                "ap-south-1": "763104351884",
+                "ap-southeast-1": "763104351884",
+                "ap-southeast-2": "763104351884",
+                "ap-southeast-3": "907027046896",
+                "ca-central-1": "763104351884",
+                "cn-north-1": "727897471807",
+                "cn-northwest-1": "727897471807",
+                "eu-central-1": "763104351884",
+                "eu-north-1": "763104351884",
+                "eu-west-1": "763104351884",
+                "eu-west-2": "763104351884",
+                "eu-west-3": "763104351884",
+                "eu-south-1": "692866216735",
+                "me-south-1": "217643126080",
+                "sa-east-1": "763104351884",
+                "us-east-1": "763104351884",
+                "us-east-2": "763104351884",
+                "us-west-1": "763104351884",
+                "us-west-2": "763104351884"
+            },
+            "repository": "djl-inference",
+            "tag_prefix": "0.22.1-fastertransformer5.3.0-cu118"
+        },
         "0.21.0": {
             "registries": {
                 "af-south-1": "626614931356",
diff --git a/tests/unit/sagemaker/image_uris/test_djl.py b/tests/unit/sagemaker/image_uris/test_djl.py
index e85778acbe..4dc81b3562 100644
--- a/tests/unit/sagemaker/image_uris/test_djl.py
+++ b/tests/unit/sagemaker/image_uris/test_djl.py
@@ -41,8 +41,8 @@
     "us-west-1": "763104351884",
     "us-west-2": "763104351884",
 }
-DJL_DEEPSPEED_VERSIONS = ["0.21.0", "0.20.0", "0.19.0"]
-DJL_FASTERTRANSFORMER_VERSIONS = ["0.21.0"]
+DJL_DEEPSPEED_VERSIONS = ["0.22.1", "0.21.0", "0.20.0", "0.19.0"]
+DJL_FASTERTRANSFORMER_VERSIONS = ["0.22.1", "0.21.0"]
 DJL_NEURONX_VERSIONS = ["0.22.1"]
 DJL_VERSIONS_TO_FRAMEWORK = {
     "0.19.0": {"djl-deepspeed": "deepspeed0.7.3-cu113"},
@@ -52,6 +52,8 @@
         "djl-fastertransformer": "fastertransformer5.3.0-cu117",
     },
     "0.22.1": {
+        "djl-deepspeed": "deepspeed0.8.3-cu118",
+        "djl-fastertransformer": "fastertransformer5.3.0-cu118",
         "djl-neuronx": "neuronx-sdk2.9.0",
     },
 }