diff --git a/src/sagemaker/image_uri_config/huggingface-llm.json b/src/sagemaker/image_uri_config/huggingface-llm.json
index ca5b05d3eb..b3988362fd 100644
--- a/src/sagemaker/image_uri_config/huggingface-llm.json
+++ b/src/sagemaker/image_uri_config/huggingface-llm.json
@@ -717,7 +717,7 @@
                 "tag_prefix": "2.3.0-tgi2.2.0",
                 "repository": "huggingface-pytorch-tgi-inference",
                 "container_version": {
-                    "gpu": "cu121-ubuntu22.04"
+                    "gpu": "cu121-ubuntu22.04-v2.0"
                 }
             }
         }
diff --git a/tests/unit/sagemaker/image_uris/test_huggingface_llm.py b/tests/unit/sagemaker/image_uris/test_huggingface_llm.py
index e414455d17..e753687018 100644
--- a/tests/unit/sagemaker/image_uris/test_huggingface_llm.py
+++ b/tests/unit/sagemaker/image_uris/test_huggingface_llm.py
@@ -42,7 +42,7 @@
         "2.0.0": "2.1.1-tgi2.0.0-gpu-py310-cu121-ubuntu22.04",
         "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",
+        "2.2.0": "2.3.0-tgi2.2.0-gpu-py310-cu121-ubuntu22.04-v2.0",
     },
     "inf2": {
         "0.0.16": "1.13.1-optimum0.0.16-neuronx-py310-ubuntu22.04",