diff --git a/setup.py b/setup.py
index a9babfaee..5413e335b 100644
--- a/setup.py
+++ b/setup.py
@@ -117,7 +117,7 @@ _deps = [
     "fugashi>=1.0",
     "GitPython<3.1.19",
     "hf-doc-builder>=0.3.0",
-    "huggingface-hub>=0.24.0,<1.0",
+    "huggingface-hub==v0.27.0.rc1",
     "importlib_metadata",
     "ipadic>=1.0.0,<2.0",
     "isort>=5.5.4",
diff --git a/src/transformers/dependency_versions_table.py b/src/transformers/dependency_versions_table.py
index 85345cc8e..0823a1026 100644
--- a/src/transformers/dependency_versions_table.py
+++ b/src/transformers/dependency_versions_table.py
@@ -24,7 +24,7 @@ deps = {
     "fugashi": "fugashi>=1.0",
     "GitPython": "GitPython<3.1.19",
     "hf-doc-builder": "hf-doc-builder>=0.3.0",
-    "huggingface-hub": "huggingface-hub>=0.24.0,<1.0",
+    "huggingface-hub": "huggingface-hub==v0.27.0.rc1",
     "importlib_metadata": "importlib_metadata",
     "ipadic": "ipadic>=1.0.0,<2.0",
     "isort": "isort>=5.5.4",