diff --git a/bertopic/_bertopic.py b/bertopic/_bertopic.py index 3cac30ce..171136df 100644 --- a/bertopic/_bertopic.py +++ b/bertopic/_bertopic.py @@ -3346,12 +3346,18 @@ def save( # Additional if save_ctfidf: - save_utils.save_ctfidf( - model=self, - save_directory=save_directory, - serialization=serialization, - ) - save_utils.save_ctfidf_config(model=self, path=save_directory / "ctfidf_config.json") + if self.c_tf_idf_ is None: + logger.warning( + "The c-TF-IDF matrix could not be saved as it was not found. " + "This typically occurs when merging BERTopic models with `BERTopic.merge_models`." + ) + else: + save_utils.save_ctfidf( + model=self, + save_directory=save_directory, + serialization=serialization, + ) + save_utils.save_ctfidf_config(model=self, path=save_directory / "ctfidf_config.json") @classmethod def load(cls, path: str, embedding_model=None):