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

# csarron/bert-base-uncased-squad-v1

This is the [csarron/bert-base-uncased-squad-v1](https://huggingface.co/csarron/bert-base-uncased-squad-v1) model converted to [OpenVINO](https://openvino.ai), for accellerated inference.

An example of how to do inference with this model:

```python
from optimum.intel.openvino import OVModelForQuestionAnswering
from transformers import AutoTokenizer, pipeline

model_id = "csarron/bert-base-uncased-squad-v1"
tokenizer = AutoTokenizer.from_pretrained(model_id)
model = OVModelForQuestionAnswering.from_pretrained(new_model_id)
pipe = pipeline("question-answering", model=model, tokenizer=tokenizer)
result = pipe(*"What is OpenVINO?", "OpenVINO is a framework that accelerates deep learning inferencing")
print(result)
```