fix

Author: echarlaix

optimum/intel/openvino/quantization.py

@@ -164,11 +164,10 @@ def quantize(
         if save_directory is None:
             # TODO : can be set to self.model.config.name_or_path for OVModels when not provided
             raise ValueError("`save_directory` needs to be specified")
-
         if weights_only:
             logger.warning(
-                "Weight only quantization will be deprecated in the `OVQuantizer` in optimum-intel next release. "
-                "To apply quantization on your wrights, please set `load_in_8bit=True` when loading your model with `from_pretrained()` or set `--int8` use when exporting your model with the CLI."
+                "Applying weight only quantization using the `OVQuantizer` will be deprecated in the next release of optimum-intel. "
+                "To apply weight only quantization, please set `load_in_8bit=True` when loading your model with `from_pretrained()` or set `--int8` use when exporting your model with the CLI."
             )
             if calibration_dataset is not None:
                 logger.warning(