---
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)                        |