diff --git a/src/transformers/integrations.py b/src/transformers/integrations.py
index c5f4442c563594..d14e6e7ce13522 100644
--- a/src/transformers/integrations.py
+++ b/src/transformers/integrations.py
@@ -14,7 +14,7 @@
     # Comet needs to be imported before any ML frameworks
     import comet_ml  # noqa: F401
 
-    if comet_ml.config.get_config("comet.api_key"):
+    if hasattr(comet_ml, "config") and comet_ml.config.get_config("comet.api_key"):
         _has_comet = True
     else:
         if os.getenv("COMET_MODE", "").upper() != "DISABLED":