Update README.md

README.md

@@ -2,9 +2,9 @@
 license: mit
 license_link: https://choosealicense.com/licenses/mit/
 ---
-# -int4-ov
+# phi-2-int4-ov
 * Model creator: [Microsoft](https://huggingface.co/microsoft)
- * Original model: [phi-2](https://huggingface.co/microsoft/phi-2)
+* Original model: [phi-2](https://huggingface.co/microsoft/phi-2)
 
 ## Description
 This is [phi-2](https://huggingface.co/microsoft/phi-2) model converted to the [OpenVINO™ IR](https://docs.openvino.ai/2024/documentation/openvino-ir-format.html) (Intermediate Representation) format with weights compressed to INT4 by [NNCF](https://github.com/openvinotoolkit/nncf).
@@ -14,7 +14,7 @@ This is [phi-2](https://huggingface.co/microsoft/phi-2) model converted to the [
 Weight compression was performed using `nncf.compress_weights` with the following parameters:
 
 * mode: **int4_sym**
-* ratio: **1**
+* ratio: **1.0**
 * group_size: **128**
 
 For more information on quantization, check the [OpenVINO model optimization guide](https://docs.openvino.ai/2024/openvino-workflow/model-optimization-guide/weight-compression.html).