readme: ---
  language:
  - en
  tags:
  - openvino
  ---
  
  # bert-base-uncased
  
  This is the [bert-base-uncased](https://huggingface.co/bert-base-uncased) 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 OVModelForMaskedLM
  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/bert-base-uncased-ov-fp32"
  tokenizer = AutoTokenizer.from_pretrained(model_id)
  model = OVModelForMaskedLM.from_pretrained(model_id)
  pipe = pipeline("fill-mask", model=model, tokenizer=tokenizer)
  result = pipe("I am a [MASK] model")
  print(result)
  ```
  
  