diff --git a/src/sagemaker/image_uri_config/huggingface-llm-neuronx.json b/src/sagemaker/image_uri_config/huggingface-llm-neuronx.json
index c86a8dcf98..7b96b60ff8 100644
--- a/src/sagemaker/image_uri_config/huggingface-llm-neuronx.json
+++ b/src/sagemaker/image_uri_config/huggingface-llm-neuronx.json
@@ -4,7 +4,7 @@
             "inf2"
         ],
         "version_aliases": {
-            "0.0": "0.0.24"
+            "0.0": "0.0.25"
         },
         "versions": {
             "0.0.16": {
@@ -301,6 +301,39 @@
                 "container_version": {
                     "inf2": "ubuntu22.04"
                 }
+            },
+            "0.0.25": {
+                "py_versions": [
+                    "py310"
+                ],
+                "registries": {
+                    "ap-northeast-1": "763104351884",
+                    "ap-south-1": "763104351884",
+                    "ap-south-2": "772153158452",
+                    "ap-southeast-1": "763104351884",
+                    "ap-southeast-2": "763104351884",
+                    "ap-southeast-4": "457447274322",
+                    "cn-north-1": "727897471807",
+                    "cn-northwest-1": "727897471807",
+                    "eu-central-1": "763104351884",
+                    "eu-central-2": "380420809688",
+                    "eu-south-2": "503227376785",
+                    "eu-west-1": "763104351884",
+                    "eu-west-3": "763104351884",
+                    "il-central-1": "780543022126",
+                    "sa-east-1": "763104351884",
+                    "us-east-1": "763104351884",
+                    "us-east-2": "763104351884",
+                    "us-gov-east-1": "446045086412",
+                    "us-gov-west-1": "442386744353",
+                    "us-west-2": "763104351884",
+                    "ca-west-1": "204538143572"
+                },
+                "tag_prefix": "2.1.2-optimum0.0.25",
+                "repository": "huggingface-pytorch-tgi-inference",
+                "container_version": {
+                    "inf2": "ubuntu22.04"
+                }
             }
         }
     }
diff --git a/src/sagemaker/image_uri_config/huggingface-llm.json b/src/sagemaker/image_uri_config/huggingface-llm.json
index b3988362fd..24cbd5ca96 100644
--- a/src/sagemaker/image_uri_config/huggingface-llm.json
+++ b/src/sagemaker/image_uri_config/huggingface-llm.json
@@ -12,7 +12,7 @@
             "1.2": "1.2.0",
             "1.3": "1.3.3",
             "1.4": "1.4.5",
-            "2.0": "2.2.0"
+            "2.0": "2.3.1"
         },
         "versions": {
             "0.6.0": {
@@ -719,6 +719,53 @@
                 "container_version": {
                     "gpu": "cu121-ubuntu22.04-v2.0"
                 }
+            },
+            "2.3.1": {
+                "py_versions": [
+                    "py311"
+                ],
+                "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",
+                    "ca-west-1": "204538143572"
+                },
+                "tag_prefix": "2.4.0-tgi2.3.1",
+                "repository": "huggingface-pytorch-tgi-inference",
+                "container_version": {
+                    "gpu": "cu124-ubuntu22.04"
+                }
             }
         }
     }
diff --git a/tests/unit/sagemaker/image_uris/test_huggingface_llm.py b/tests/unit/sagemaker/image_uris/test_huggingface_llm.py
index c3fab15936..28525a390c 100644
--- a/tests/unit/sagemaker/image_uris/test_huggingface_llm.py
+++ b/tests/unit/sagemaker/image_uris/test_huggingface_llm.py
@@ -45,6 +45,7 @@
         "2.0.1": "2.1.1-tgi2.0.1-gpu-py310-cu121-ubuntu22.04",
         "2.0.2": "2.3.0-tgi2.0.2-gpu-py310-cu121-ubuntu22.04",
         "2.2.0": "2.3.0-tgi2.2.0-gpu-py310-cu121-ubuntu22.04-v2.0",
+        "2.3.1": "2.4.0-tgi2.3.1-gpu-py311-cu124-ubuntu22.04",
     },
     "inf2": {
         "0.0.16": "1.13.1-optimum0.0.16-neuronx-py310-ubuntu22.04",
@@ -56,6 +57,7 @@
         "0.0.22": "2.1.2-optimum0.0.22-neuronx-py310-ubuntu22.04",
         "0.0.23": "2.1.2-optimum0.0.23-neuronx-py310-ubuntu22.04",
         "0.0.24": "2.1.2-optimum0.0.24-neuronx-py310-ubuntu22.04",
+        "0.0.25": "2.1.2-optimum0.0.25-neuronx-py310-ubuntu22.04",
     },
 }