transformers openvino mistral text-generation en autotrain_compatible endpoints_compatible text-generation-inference region:us
---
language:
- en
tags:
- openvino
---

# mistralai/Mistral-7B-v0.1

This is the [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) model converted to [OpenVINO](https://openvino.ai), for accellerated inference.

An example of how to do inference on this model:
```python
from optimum.intel.openvino 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-v0.1-ov"
tokenizer = AutoTokenizer.from_pretrained(model_id)
model = OVModelForCausalLM.from_pretrained(model_id)
pipe = pipeline("text-generation", model=model, tokenizer=tokenizer)
result = pipe("My name is Julien and I like to")
print(result)
```

