readme: ---
  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 on this model:
  ```python
  from optimum.intel.openvino import OVModelForQuestionAnswering
  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/csarron-bert-base-uncased-squad-v1-ov-fp32"
  tokenizer = AutoTokenizer.from_pretrained(model_id)
  model = OVModelForQuestionAnswering.from_pretrained(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)
  ```
  
  