diff --git a/integrations/fastembed/src/haystack_integrations/components/embedders/fastembed/fastembed_sparse_document_embedder.py b/integrations/fastembed/src/haystack_integrations/components/embedders/fastembed/fastembed_sparse_document_embedder.py
index 690b59743..4b72389fa 100644
--- a/integrations/fastembed/src/haystack_integrations/components/embedders/fastembed/fastembed_sparse_document_embedder.py
+++ b/integrations/fastembed/src/haystack_integrations/components/embedders/fastembed/fastembed_sparse_document_embedder.py
@@ -159,7 +159,7 @@ def run(self, documents: List[Document]):
         embeddings = self.embedding_backend.embed(
             texts_to_embed,
             batch_size=self.batch_size,
-            show_progress_bar=self.progress_bar,
+            progress_bar=self.progress_bar,
             parallel=self.parallel,
         )
 
diff --git a/integrations/fastembed/src/haystack_integrations/components/embedders/fastembed/fastembed_sparse_text_embedder.py b/integrations/fastembed/src/haystack_integrations/components/embedders/fastembed/fastembed_sparse_text_embedder.py
index 47f3bbcd9..67348b2bd 100644
--- a/integrations/fastembed/src/haystack_integrations/components/embedders/fastembed/fastembed_sparse_text_embedder.py
+++ b/integrations/fastembed/src/haystack_integrations/components/embedders/fastembed/fastembed_sparse_text_embedder.py
@@ -111,7 +111,7 @@ def run(self, text: str):
 
         embedding = self.embedding_backend.embed(
             [text],
-            show_progress_bar=self.progress_bar,
+            progress_bar=self.progress_bar,
             parallel=self.parallel,
         )[0]
         return {"sparse_embedding": embedding}
diff --git a/integrations/fastembed/tests/test_fastembed_sparse_document_embedder.py b/integrations/fastembed/tests/test_fastembed_sparse_document_embedder.py
index 026ef4285..b4caca364 100644
--- a/integrations/fastembed/tests/test_fastembed_sparse_document_embedder.py
+++ b/integrations/fastembed/tests/test_fastembed_sparse_document_embedder.py
@@ -270,7 +270,7 @@ def test_embed_metadata(self):
                 "meta_value 4\ndocument-number 4",
             ],
             batch_size=32,
-            show_progress_bar=True,
+            progress_bar=True,
             parallel=None,
         )