diff --git a/.github/workflows/test_export_onnx_cli.yml b/.github/workflows/test_export_onnx_cli.yml
index 8fa4ebb045..2380688a8f 100644
--- a/.github/workflows/test_export_onnx_cli.yml
+++ b/.github/workflows/test_export_onnx_cli.yml
@@ -17,6 +17,7 @@ jobs:
       matrix:
         python-version: [3.8, 3.9]
         os: [ubuntu-20.04]
+        transformers-version: ["4.26.0", "4.42.*"]
 
     runs-on: ${{ matrix.os }}
     steps:
@@ -27,6 +28,7 @@ jobs:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies for pytorch export
       run: |
+        pip install transformers==${{ matrix.transformers-version }}
         pip install .[tests,exporters]
     - name: Test with unittest
       working-directory: tests
diff --git a/optimum/exporters/onnx/model_patcher.py b/optimum/exporters/onnx/model_patcher.py
index 1f873e4e71..af3c222e86 100644
--- a/optimum/exporters/onnx/model_patcher.py
+++ b/optimum/exporters/onnx/model_patcher.py
@@ -276,12 +276,13 @@ def __init__(
             model.decoder.model.decoder.config.use_cache = True
 
 
-def _unmask_unattended_patched(
-    expanded_mask: torch.Tensor,
-    min_dtype: float,
+def _unmask_unattended_patched_legacy(
+    expanded_mask: torch.Tensor, attention_mask: torch.Tensor, unmasked_value: Union[bool, float]
 ):
     return expanded_mask
 
+def _unmask_unattended_patched(expanded_mask: torch.Tensor, min_dtype: float):
+    return expanded_mask
 
 def _make_causal_mask_patched(
     input_ids_shape: torch.Size,
@@ -316,7 +317,11 @@ def _make_causal_mask_patched(
 
 
 _make_causal_mask_patched_staticmethod = staticmethod(_make_causal_mask_patched)
-_unmask_unattended_patched_staticmethod = staticmethod(_unmask_unattended_patched)
+
+if _transformers_version >= version.parse("4.39.0"):
+    _unmask_unattended_patched_staticmethod = staticmethod(_unmask_unattended_patched)
+else:
+    _unmask_unattended_patched_staticmethod = staticmethod(_unmask_unattended_patched_legacy)
 
 
 # Adapted from _prepare_4d_causal_attention_mask