diff --git a/sdk/python/v1beta1/kubeflow/katib/api/katib_client.py b/sdk/python/v1beta1/kubeflow/katib/api/katib_client.py
index 54586516a7a..6993919dea2 100644
--- a/sdk/python/v1beta1/kubeflow/katib/api/katib_client.py
+++ b/sdk/python/v1beta1/kubeflow/katib/api/katib_client.py
@@ -422,22 +422,10 @@ class name in this argument.
                     )
 
         # Add metrics collector to the Katib Experiment.
-        # Up to now, we only support parameter `kind`, of which default value is
-        # `StdOut`, to specify the kind of metrics collector.
+        # Up to now, we only support parameter `kind`, of which default value
+        # is `StdOut`, to specify the kind of metrics collector.
         experiment.spec.metrics_collector_spec = models.V1beta1MetricsCollectorSpec(
-            collector=models.V1beta1CollectorSpec(
-                kind=metrics_collector_config["kind"]
-            ),
-            source=models.V1beta1SourceSpec(
-                filter=models.V1beta1FilterSpec(
-                    metrics_format=[
-                        # For example: train_loss=0.846
-                        r"([\w|-]+)\s*=\s*([+-]?\d*(\.\d+)?([Ee][+-]?\d+)?)",
-                        # For example: 'train_loss':0.846
-                        r"'([\w|-]+)'\s*:\s*([+-]?\d*(\.\d+)?([Ee][+-]?\d+)?)",
-                    ]
-                )
-            ),
+            collector=models.V1beta1CollectorSpec(kind=metrics_collector_config["kind"])
         )
 
         # Create Container and Pod specifications.
@@ -515,10 +503,20 @@ class name in this argument.
                 )
             except ImportError:
                 raise ImportError(
-                    "Tune API dependencies not installed. "
+                    "LLM dependencies for Tune API are not installed. "
                     + "Run: pip install -U 'kubeflow-katib[huggingface]' "
                 )
 
+            # Add metrics format for the metrics collector.
+            experiment.spec.metrics_collector_spec.source=models.V1beta1SourceSpec(
+                filter=models.V1beta1FilterSpec(
+                    metrics_format=[
+                        # For example: 'train_loss':0.846
+                        r"'([\w|-]+)'\s*:\s*([+-]?\d*(\.\d+)?([Ee][+-]?\d+)?)",
+                    ]
+                )
+            )
+            
             # Create PVC for the Storage Initializer.
             # TODO (helenxie-bit): PVC Creation should be part of Katib Controller.
             try: