diff --git a/hyperpod-pytorch-job-template/hyperpod_pytorch_job_template/v1_0/model.py b/hyperpod-pytorch-job-template/hyperpod_pytorch_job_template/v1_0/model.py
index 3da9dc95..1bafa76f 100644
--- a/hyperpod-pytorch-job-template/hyperpod_pytorch_job_template/v1_0/model.py
+++ b/hyperpod-pytorch-job-template/hyperpod_pytorch_job_template/v1_0/model.py
@@ -353,6 +353,7 @@ def to_domain(self) -> Dict:
         result = {
             "name": self.job_name,
             "namespace": self.namespace,
+            "labels": metadata_labels,
             "spec": job_kwargs,
         }
         return result
diff --git a/src/sagemaker/hyperpod/cli/commands/training.py b/src/sagemaker/hyperpod/cli/commands/training.py
index 25688902..15978f9b 100644
--- a/src/sagemaker/hyperpod/cli/commands/training.py
+++ b/src/sagemaker/hyperpod/cli/commands/training.py
@@ -33,11 +33,14 @@ def pytorch_create(version, debug, config):
         job_name = config.get("name")
         namespace = config.get("namespace")
         spec = config.get("spec")
+        metadata_labels = config.get("labels")
 
         # Prepare metadata
         metadata_kwargs = {"name": job_name}
         if namespace:
             metadata_kwargs["namespace"] = namespace
+        if metadata_labels:
+            metadata_kwargs["labels"] = metadata_labels
 
         # Prepare job kwargs
         job_kwargs = {