README.md

---
base_model: tiiuae/Falcon3-7B-Instruct
language:
- en
- fr
- es
- pt
library_name: transformers
license: other
license_name: falcon-llm-license
license_link: https://falconllm.tii.ae/falcon-terms-and-conditions.html
tags:
- falcon3
- openvino
- nncf
- 8-bit
base_model_relation: quantized
---

This model is a quantized version of [`tiiuae/Falcon3-7B-Instruct`](https://huggingface.co/tiiuae/Falcon3-7B-Instruct) and is converted to the OpenVINO format. This model was obtained via the [nncf-quantization](https://huggingface.co/spaces/echarlaix/nncf-quantization) space with [optimum-intel](https://github.com/huggingface/optimum-intel).
First make sure you have `optimum-intel` installed:
```bash
pip install optimum[openvino]
```
To load your model you can do as follows:
```python
from optimum.intel import OVModelForCausalLM
model_id = "AIFunOver/Falcon3-7B-Instruct-openvino-8bit"
model = OVModelForCausalLM.from_pretrained(model_id)
```