---
language:
- en
tags:
- openvino
---

# mistralai/Mistral-7B-Instruct-v0.2

This is the [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2) model converted to [OpenVINO](https://openvino.ai), for accelerated inference.

An example of how to do inference on this model:
```python
from optimum.intel import OVModelForCausalLM
from transformers import AutoTokenizer, pipeline

# model_id should be set to either a local directory or a model available on the HuggingFace hub.
model_id = "helenai/mistralai-Mistral-7B-Instruct-v0.2-ov"
tokenizer = AutoTokenizer.from_pretrained(model_id)
model = OVModelForCausalLM.from_pretrained(model_id)
pipe = pipeline("text-generation", model=model, tokenizer=tokenizer)
result = pipe("hello world")
print(result)
```