diff --git a/src/sagemaker/image_uri_config/huggingface-llm-neuronx.json b/src/sagemaker/image_uri_config/huggingface-llm-neuronx.json
index 8432546e4d..1c425b37ec 100644
--- a/src/sagemaker/image_uri_config/huggingface-llm-neuronx.json
+++ b/src/sagemaker/image_uri_config/huggingface-llm-neuronx.json
@@ -4,8 +4,7 @@
             "inf2"
         ],
         "version_aliases": {
-            "0.0": "0.0.28",
-            "0.2": "0.2.0"
+            "0.0": "0.0.28"
         },
         "versions": {
             "0.0.16": {
@@ -655,60 +654,6 @@
                 "container_version": {
                     "inf2": "ubuntu22.04"
                 }
-            },
-            "0.2.0": {
-                "py_versions": [
-                    "py310"
-                ],
-                "registries": {
-                    "af-south-1": "626614931356",
-                    "ap-east-1": "871362719292",
-                    "ap-east-2": "975050140332",
-                    "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",
-                    "ap-southeast-5": "550225433462",
-                    "ap-southeast-6": "633930458069",
-                    "ap-southeast-7": "590183813437",
-                    "ca-central-1": "763104351884",
-                    "ca-west-1": "204538143572",
-                    "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",
-                    "il-central-1": "780543022126",
-                    "me-central-1": "914824155844",
-                    "me-south-1": "217643126080",
-                    "mx-central-1": "637423239942",
-                    "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-isof-east-1": "303241398832",
-                    "us-isof-south-1": "454834333376",
-                    "us-west-1": "763104351884",
-                    "us-west-2": "763104351884"
-                },
-                "tag_prefix": "2.5.1-optimum3.3.4",
-                "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 fee65e436f..58fffa0ed9 100644
--- a/src/sagemaker/image_uri_config/huggingface-llm.json
+++ b/src/sagemaker/image_uri_config/huggingface-llm.json
@@ -16,8 +16,7 @@
             "2.3": "2.3.1",
             "3.0": "3.0.1",
             "3.2": "3.2.3",
-            "3.1": "3.1.1",
-            "3.3": "3.3.4"
+            "3.1": "3.1.1"
         },
         "versions": {
             "0.6.0": {
@@ -1153,59 +1152,6 @@
                 "container_version": {
                     "gpu": "cu124-ubuntu22.04"
                 }
-            },
-            "3.3.4": {
-                "py_versions": [
-                    "py311"
-                ],
-                "registries": {
-                    "af-south-1": "626614931356",
-                    "ap-east-1": "871362719292",
-                    "ap-east-2": "975050140332",
-                    "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",
-                    "ap-southeast-5": "550225433462",
-                    "ap-southeast-7": "590183813437",
-                    "ca-central-1": "763104351884",
-                    "ca-west-1": "204538143572",
-                    "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",
-                    "il-central-1": "780543022126",
-                    "me-central-1": "914824155844",
-                    "me-south-1": "217643126080",
-                    "mx-central-1": "637423239942",
-                    "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-isof-east-1": "303241398832",
-                    "us-isof-south-1": "454834333376",
-                    "us-west-1": "763104351884",
-                    "us-west-2": "763104351884"
-                },
-                "tag_prefix": "2.7.0-tgi3.3.4",
-                "repository": "huggingface-pytorch-tgi-inference",
-                "container_version": {
-                    "gpu": "cu124-ubuntu22.04"
-                }
             }
         }
     }
diff --git a/src/sagemaker/image_uri_config/pytorch.json b/src/sagemaker/image_uri_config/pytorch.json
index 8a1993e52a..8e55cbded3 100644
--- a/src/sagemaker/image_uri_config/pytorch.json
+++ b/src/sagemaker/image_uri_config/pytorch.json
@@ -1737,7 +1737,8 @@
             "2.4": "2.4.0",
             "2.5": "2.5.1",
             "2.6": "2.6.0",
-            "2.7": "2.7.1"
+            "2.7": "2.7.1",
+            "2.8": "2.8.0"
         },
         "versions": {
             "0.4.0": {
@@ -3048,6 +3049,52 @@
                     "us-west-2": "763104351884"
                 },
                 "repository": "pytorch-training"
+            },
+            "2.8.0": {
+                "py_versions": [
+                    "py312"
+                ],
+                "registries": {
+                    "af-south-1": "626614931356",
+                    "ap-east-1": "871362719292",
+                    "ap-east-2": "975050140332",
+                    "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",
+                    "ap-southeast-5": "550225433462",
+                    "ap-southeast-6": "633930458069",
+                    "ap-southeast-7": "590183813437",
+                    "ca-central-1": "763104351884",
+                    "ca-west-1": "204538143572",
+                    "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",
+                    "il-central-1": "780543022126",
+                    "me-central-1": "914824155844",
+                    "me-south-1": "217643126080",
+                    "mx-central-1": "637423239942",
+                    "sa-east-1": "763104351884",
+                    "us-east-1": "763104351884",
+                    "us-east-2": "763104351884",
+                    "us-gov-east-1": "446045086412",
+                    "us-gov-west-1": "442386744353",
+                    "us-west-1": "763104351884",
+                    "us-west-2": "763104351884"
+                },
+                "repository": "pytorch-training"
             }
         }
     }
diff --git a/src/sagemaker/jumpstart/region_config.json b/src/sagemaker/jumpstart/region_config.json
index 136bf8256c..fe5268e294 100644
--- a/src/sagemaker/jumpstart/region_config.json
+++ b/src/sagemaker/jumpstart/region_config.json
@@ -57,6 +57,10 @@
         "content_bucket": "jumpstart-cache-prod-ap-southeast-5",
         "gated_content_bucket": "jumpstart-private-cache-prod-ap-southeast-5"
     },
+    "ap-southeast-6": {
+        "content_bucket": "jumpstart-cache-prod-ap-southeast-6",
+        "gated_content_bucket": "jumpstart-private-cache-prod-ap-southeast-6"
+    },
     "ap-southeast-7": {
         "content_bucket": "jumpstart-cache-prod-ap-southeast-7",
         "gated_content_bucket": "jumpstart-private-cache-prod-ap-southeast-7"