Update docs/source/openvino/optimization.mdx

nikita-savelyevv · AlexKoff88 · web-flow · commit 9c6ee9b93d92 · 2025-02-28T09:40:35.000+01:00
Co-authored-by: Alexander Kozlov &lt;alexander.kozlov@intel.com&gt;
diff --git a/docs/source/openvino/optimization.mdx b/docs/source/openvino/optimization.mdx
@@ -87,7 +87,7 @@ quantization_config = OVWeightQuantizationConfig(
 )
 ```
 
-Note: `OVWeightQuantizationConfig` also accepts key word arguments not listed in its constructor. In this case such arguments will be passed directly to `nncf.compress_weights()` call. This is useful for passing additional parameters to the quantization algorithm.
+Note: `OVWeightQuantizationConfig` also accepts keyword arguments that are not listed in its constructor. In this case such arguments will be passed directly to `nncf.compress_weights()` call. This is useful for passing additional parameters to the quantization algorithm.
 
 By default the quantization scheme will be [asymmetric](https://github.com/openvinotoolkit/nncf/blob/develop/docs/usage/training_time_compression/other_algorithms/LegacyQuantization.md#asymmetric-quantization), to make it [symmetric](https://github.com/openvinotoolkit/nncf/blob/develop/docs/usage/training_time_compression/other_algorithms/LegacyQuantization.md#symmetric-quantization) you can add `sym=True`.
 

Original file line number	Diff line number	Diff line change
`@@ -87,7 +87,7 @@ quantization_config = OVWeightQuantizationConfig(`
`87`	`87`	`)`
`88`	`88`	```
`89`	`89`
`90`		-Note: `OVWeightQuantizationConfig` also accepts key word arguments not listed in its constructor. In this case such arguments will be passed directly to `nncf.compress_weights()` call. This is useful for passing additional parameters to the quantization algorithm.
	`90`	+Note: `OVWeightQuantizationConfig` also accepts keyword arguments that are not listed in its constructor. In this case such arguments will be passed directly to `nncf.compress_weights()` call. This is useful for passing additional parameters to the quantization algorithm.
`91`	`91`
`92`	`92`	By default the quantization scheme will be [asymmetric](https://github.com/openvinotoolkit/nncf/blob/develop/docs/usage/training_time_compression/other_algorithms/LegacyQuantization.md#asymmetric-quantization), to make it [symmetric](https://github.com/openvinotoolkit/nncf/blob/develop/docs/usage/training_time_compression/other_algorithms/LegacyQuantization.md#symmetric-quantization) you can add `sym=True`.
`93`	`93`