diff --git a/optimum/commands/export/openvino.py b/optimum/commands/export/openvino.py
index 25626e20aa..088194740c 100644
--- a/optimum/commands/export/openvino.py
+++ b/optimum/commands/export/openvino.py
@@ -117,7 +117,7 @@ def run(self):
             cache_dir=self.args.cache_dir,
             trust_remote_code=self.args.trust_remote_code,
             pad_token_id=self.args.pad_token_id,
-            compression_option=self.args.weights_format,
+            compression_option=self.args.weight_format,
             compression_ratio=self.args.ratio
             # **input_shapes,
         )