diff --git a/src/sagemaker/image_uri_config/huggingface-llm.json b/src/sagemaker/image_uri_config/huggingface-llm.json
index aecb005645..58e3259175 100644
--- a/src/sagemaker/image_uri_config/huggingface-llm.json
+++ b/src/sagemaker/image_uri_config/huggingface-llm.json
@@ -218,6 +218,48 @@
                 "tag_prefix": "2.0.1-tgi1.1.0",
                 "repository": "huggingface-pytorch-tgi-inference",
                 "container_version": {"gpu": "cu118-ubuntu20.04"}
+            },
+            "1.2.0": {
+                "py_versions": ["py310"],
+                "registries": {
+                    "af-south-1": "626614931356",
+                    "il-central-1": "780543022126",
+                    "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-west-1": "763104351884",
+                    "eu-west-2": "763104351884",
+                    "eu-west-3": "763104351884",
+                    "eu-south-1": "692866216735",
+                    "eu-south-2": "503227376785",
+                    "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"
+                },
+                "tag_prefix": "2.1.1-tgi1.2.0",
+                "repository": "huggingface-pytorch-tgi-inference",
+                "container_version": {"gpu": "cu121-ubuntu20.04"}
             }
         }
     }
diff --git a/tests/unit/sagemaker/image_uris/test_huggingface_llm.py b/tests/unit/sagemaker/image_uris/test_huggingface_llm.py
index 8e6242ac14..2225336712 100644
--- a/tests/unit/sagemaker/image_uris/test_huggingface_llm.py
+++ b/tests/unit/sagemaker/image_uris/test_huggingface_llm.py
@@ -24,6 +24,7 @@
     "0.9.3": "2.0.1-tgi0.9.3-gpu-py39-cu118-ubuntu20.04",
     "1.0.3": "2.0.1-tgi1.0.3-gpu-py39-cu118-ubuntu20.04",
     "1.1.0": "2.0.1-tgi1.1.0-gpu-py39-cu118-ubuntu20.04",
+    "1.2.0": "2.1.1-tgi1.2.0-gpu-py310-cu121-ubuntu20.04",
 }