diff --git a/pytorch_lightning/trainer/callback_hook.py b/pytorch_lightning/trainer/callback_hook.py
index 5aac1acb6c572..28e06a2b5c0c5 100644
--- a/pytorch_lightning/trainer/callback_hook.py
+++ b/pytorch_lightning/trainer/callback_hook.py
@@ -274,14 +274,14 @@ def on_load_checkpoint(self, checkpoint: Dict[str, Any]) -> None:
         if callback_states is None:
             return
 
-        current_callbacks_type = {type(cb) for cb in self.callbacks}
+        current_callbacks_type = {cb.state_id for cb in self.callbacks}
         saved_callbacks_type = set(callback_states.keys())
         difference = saved_callbacks_type.difference(current_callbacks_type)
         if difference:
             rank_zero_warn(
-                "Be aware that when using ``resume_from_checkpoint``, "
-                "callbacks used to create the checkpoint need to be provided. "
-                f"Please, add the following callbacks: {list(difference)}. ",
+                "Be aware that when using ``resume_from_checkpoint``,"
+                " callbacks used to create the checkpoint need to be provided."
+                f" Please, add the following callbacks: {list(difference)}.",
                 UserWarning,
             )