diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 24226af4ee..b2bcf44cd1 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -76,7 +76,7 @@ Before sending us a pull request, please ensure that:
 1. Install tox using `pip install tox`
 1. Install coverage using `pip install .[test]`
 1. cd into the sagemaker-python-sdk folder: `cd sagemaker-python-sdk` or `cd /environment/sagemaker-python-sdk`
-1. Run the following tox command and verify that all code checks and unit tests pass: `tox tests/unit`
+1. Run the following tox command and verify that all code checks and unit tests pass: `tox -- tests/unit`
 1. You can also run a single test with the following command: `tox -e py310 -- -s -vv <path_to_file><file_name>::<test_function_name>`
 1. You can run coverage via runcvoerage env : `tox -e runcoverage -- tests/unit` or `tox -e py310 -- tests/unit --cov=sagemaker --cov-append --cov-report xml`
   * Note that the coverage test will fail if you only run a single test, so make sure to surround the command with `export IGNORE_COVERAGE=-` and `unset IGNORE_COVERAGE`
diff --git a/src/sagemaker/image_uri_config/huggingface-llm.json b/src/sagemaker/image_uri_config/huggingface-llm.json
index 24cbd5ca96..42f160eff1 100644
--- a/src/sagemaker/image_uri_config/huggingface-llm.json
+++ b/src/sagemaker/image_uri_config/huggingface-llm.json
@@ -766,6 +766,53 @@
                 "container_version": {
                     "gpu": "cu124-ubuntu22.04"
                 }
+            },
+            "2.4.0": {
+                "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"
+                },
+                "tag_prefix": "2.4.0-tgi2.4.0",
+                "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 28525a390c..d993979cfd 100644
--- a/tests/unit/sagemaker/image_uris/test_huggingface_llm.py
+++ b/tests/unit/sagemaker/image_uris/test_huggingface_llm.py
@@ -46,6 +46,7 @@
         "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",
+        "2.4.0": "2.4.0-tgi2.4.0-gpu-py311-cu124-ubuntu22.04",
     },
     "inf2": {
         "0.0.16": "1.13.1-optimum0.0.16-neuronx-py310-ubuntu22.04",