diff --git a/optimum/onnxruntime/quantization.py b/optimum/onnxruntime/quantization.py
index 730abae1dfb..08d7451b9f9 100644
--- a/optimum/onnxruntime/quantization.py
+++ b/optimum/onnxruntime/quantization.py
@@ -360,7 +360,7 @@ def quantize(
                 raise NotImplementedError("Static quantization is currently not supported for models with subgraphs.")
             if parse(ort_version) >= Version("1.16.0"):
                 raise ValueError(
-                    "Onnxruntime version v1.16.0 not compatible with quantization for models with subgraphs, please downgrade to an earlier version."
+                    "ONNX Runtime version v1.16.0 not compatible with quantization for models with subgraphs, please downgrade to 1.15.1 or upgrade to a higher version. Reference: https://github.com/microsoft/onnxruntime/pull/17651"
                 )
 
         quantizer_factory = QDQQuantizer if use_qdq else ONNXQuantizer