Updated README.md

README.md

@@ -1,3 +1,29 @@
----
-license: mit
----
+---
+license: mit
+tags:
+- openvino
+- int4
+---
+
+This is an INT4 quantized version of the `Phi-3-mini-128k-instruct` model. The Python packages used in creating this model are as follows:
+```
+openvino==2024.3.0.dev20240528
+openvino-nightly==2024.3.0.dev20240528
+openvino-tokenizers==2024.3.0.0.dev20240528
+optimum==1.19.2
+optimum-intel==1.17.0.dev0+aefabf0
+```
+This quantized model is created using the following command:
+```
+optimum-cli export openvino -m "microsoft/Phi-3-mini-128k-instruct" --task text-generation-with-past --weight-format int4 --group-size 128 --trust-remote-code ./Phi-3-mini-128k-instruct-ov-int4 
+```
+For more details, run the following command from your Python environment: `optimum-cli export openvino --help`
+
+INFO:nncf:Statistics of the bitwidth distribution:
++----------------+-----------------------------+----------------------------------------+
+|   Num bits (N) | % all parameters (layers)   | % ratio-defining parameters (layers)   |
++================+=============================+========================================+
+|              8 | 25% (27 / 130)              | 21% (25 / 128)                         |
++----------------+-----------------------------+----------------------------------------+
+|              4 | 75% (103 / 130)             | 79% (103 / 128)                        |
++----------------+-----------------------------+----------------------------------------+