diff --git a/optimum/gptq/quantizer.py b/optimum/gptq/quantizer.py
index 7df936fd0d..1c73c7e1da 100644
--- a/optimum/gptq/quantizer.py
+++ b/optimum/gptq/quantizer.py
@@ -220,7 +220,7 @@ def convert_model(self, model: nn.Module):
             layers_to_keep = sum(self.modules_to_quantize_inside_block, [])
             for name in list(layers_to_be_replaced.keys()):
                 if not any(name.endswith(layer) for layer in layers_to_keep):
-                    logger.info(f"{name} has not been quantized. We don't convert it")
+                    logger.info(f"Quantization disabled for {name} (only modules_in_block_to_quantize={modules_in_block_to_quantize} are quantized)")
                     del layers_to_be_replaced[name]
         self._replace_by_quant_layers(model, layers_to_be_replaced)
         return model