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--- |
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language: |
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- en |
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tags: |
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- openvino |
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--- |
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# csarron/bert-base-uncased-squad-v1 |
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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. |
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An example of how to do inference on this model: |
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```python |
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from optimum.intel.openvino import OVModelForQuestionAnswering |
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from transformers import AutoTokenizer, pipeline |
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# model_id should be set to either a local directory or a model available on the HuggingFace hub. |
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model_id = "helenai/csarron-bert-base-uncased-squad-v1-ov-fp32" |
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tokenizer = AutoTokenizer.from_pretrained(model_id) |
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model = OVModelForQuestionAnswering.from_pretrained(model_id) |
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pipe = pipeline("question-answering", model=model, tokenizer=tokenizer) |
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result = pipe("What is OpenVINO?", "OpenVINO is a framework that accelerates deep learning inferencing") |
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print(result) |
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``` |
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