diff --git a/examples/tensorflow/_tests_requirements.txt b/examples/tensorflow/_tests_requirements.txt
index 37e37e3525..837ce6d0d1 100644
--- a/examples/tensorflow/_tests_requirements.txt
+++ b/examples/tensorflow/_tests_requirements.txt
@@ -1,4 +1,4 @@
-tensorflow
+tensorflow<2.11
 tensorboard
 scikit-learn
 seqeval
diff --git a/setup.py b/setup.py
index 0b1d93a462..31f24f567d 100644
--- a/setup.py
+++ b/setup.py
@@ -157,7 +157,7 @@ _deps = [
     "librosa",
     "starlette",
     "tensorflow-cpu>=2.3",
-    "tensorflow>=2.4,<2.10",
+    "tensorflow>=2.4,<2.11",
     "tensorflow-text",
     "tf2onnx",
     "timeout-decorator",
diff --git a/src/transformers/dependency_versions_table.py b/src/transformers/dependency_versions_table.py
index 6946945cd8..07d3add4ce 100644
--- a/src/transformers/dependency_versions_table.py
+++ b/src/transformers/dependency_versions_table.py
@@ -63,7 +63,7 @@ deps = {
     "librosa": "librosa",
     "starlette": "starlette",
     "tensorflow-cpu": "tensorflow-cpu>=2.3",
-    "tensorflow": "tensorflow>=2.4,<2.10",
+    "tensorflow": "tensorflow>=2.4,<2.11",
     "tensorflow-text": "tensorflow-text",
     "tf2onnx": "tf2onnx",
     "timeout-decorator": "timeout-decorator",