feat: Add support for TGI Neuronx 0.0.27 and HF PT 2.3.0 image in PySDK (aws#5050)

Co-authored-by: malavhs <malavhs@amazon.com>

Author: malav-shastri

src/sagemaker/image_uri_config/huggingface-llm-neuronx.json

@@ -4,7 +4,7 @@
             "inf2"
         ],
         "version_aliases": {
-            "0.0": "0.0.25"
+            "0.0": "0.0.27"
         },
         "versions": {
             "0.0.16": {
@@ -364,6 +364,40 @@
                 "container_version": {
                     "inf2": "ubuntu22.04"
                 }
+            },
+            "0.0.27": {
+                "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",
+                    "ap-southeast-5": "550225433462",
+                    "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-optimum0.0.27",
+                "repository": "huggingface-pytorch-tgi-inference",
+                "container_version": {
+                    "inf2": "ubuntu22.04"
+                }
             }
         }
     }

src/sagemaker/image_uri_config/huggingface.json

@@ -1931,6 +1931,58 @@
                         "cpu": "ubuntu22.04"
                     }
                 }
+            },
+            "4.48.0": {
+                "version_aliases": {
+                    "pytorch2.3": "pytorch2.3.0"
+                },
+                "pytorch2.3.0": {
+                    "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"
+                    },
+                    "repository": "huggingface-pytorch-inference",
+                    "container_version": {
+                        "gpu": "cu121-ubuntu22.04",
+                        "cpu": "ubuntu22.04"
+                    }
+                }
             }
         }
     }

tests/unit/sagemaker/image_uris/test_huggingface_llm.py

@@ -60,6 +60,7 @@
         "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",
+        "0.0.27": "2.1.2-optimum0.0.27-neuronx-py310-ubuntu22.04",
     },
 }