diff --git a/eng/scripts/Language-Settings.ps1 b/eng/scripts/Language-Settings.ps1
index 37afc321d487..e264cc86b911 100644
--- a/eng/scripts/Language-Settings.ps1
+++ b/eng/scripts/Language-Settings.ps1
@@ -461,7 +461,10 @@ function GetExistingPackageVersions ($PackageName, $GroupId = $null)
   }
   catch
   {
-    LogError "Failed to retrieve package versions. `n$_"
+    if ($_.Exception.Response.StatusCode -ne 404) 
+    {
+      LogError "Failed to retrieve package versions for ${PackageName}. $($_.Exception.Message)"
+    }
     return $null
   }
 }