---
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)                        |