Updated README.md

README.md

@@ -1,3 +1,29 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+tags:
+- openvino
+- int4
+---
+
+This is an INT4 quantized version of the `mistralai/Mistral-7B-Instruct-v0.2` 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
+nncf==2.11.0.dev0+90a7f0d5
+torch==2.3.0+cu121
+transformers==4.40.2
+```
+This quantized model is created using the following command:
+```
+optimum-cli export openvino -m "mistralai/Mistral-7B-Instruct-v0.2" --task text-generation-with-past --weight-format int4 --group-size 128 --trust-remote-code ./Mistral-7B-Instruct-v0.2-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 | 23% (82 / 226)              | 20% (80 / 224)                         |
+|              4 | 77% (144 / 226)             | 80% (144 / 224)                        |