diff --git a/src/sagemaker/image_uri_config/huggingface.json b/src/sagemaker/image_uri_config/huggingface.json
index 572a84da99..67b99ea825 100644
--- a/src/sagemaker/image_uri_config/huggingface.json
+++ b/src/sagemaker/image_uri_config/huggingface.json
@@ -1383,7 +1383,8 @@
             },
             "4.26.0": {
                 "version_aliases": {
-                    "pytorch1.13": "pytorch1.13.1"
+                    "pytorch1.13": "pytorch1.13.1",
+                    "tensorflow2.11": "tensorflow2.11.0"
                 },
                 "pytorch1.13.1": {
                     "py_versions": ["py39"],
@@ -1424,6 +1425,46 @@
                     },
                     "repository": "huggingface-pytorch-inference",
                     "container_version": {"gpu": "cu117-ubuntu20.04", "cpu": "ubuntu20.04" }
+                },
+                "tensorflow2.11.0": {
+                    "py_versions": ["py39"],
+                    "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-south-2": "772153158452",
+                        "ap-southeast-1": "763104351884",
+                        "ap-southeast-2": "763104351884",
+                        "ap-southeast-3": "907027046896",
+                        "ap-southeast-4": "457447274322",
+                        "ca-central-1": "763104351884",
+                        "cn-north-1": "727897471807",
+                        "cn-northwest-1": "727897471807",
+                        "eu-central-1": "763104351884",
+                        "eu-central-2": "380420809688",
+                        "eu-north-1": "763104351884",
+                        "eu-south-1": "692866216735",
+                        "eu-south-2": "503227376785",
+                        "eu-west-1": "763104351884",
+                        "eu-west-2": "763104351884",
+                        "eu-west-3": "763104351884",
+                        "me-south-1": "217643126080",
+                        "me-central-1": "914824155844",
+                        "sa-east-1": "763104351884",
+                        "us-east-1": "763104351884",
+                        "us-east-2": "763104351884",
+                        "us-gov-east-1": "446045086412",
+                        "us-gov-west-1": "442386744353",
+                        "us-iso-east-1": "886529160074",
+                        "us-isob-east-1": "094389454867",
+                        "us-west-1": "763104351884",
+                        "us-west-2": "763104351884"
+                    },
+                    "repository": "huggingface-tensorflow-inference",
+                    "container_version": {"gpu": "cu112-ubuntu20.04", "cpu": "ubuntu20.04" }
                 }
             }
         }