metadata
language:
- en
tags:
- openvino
csarron/bert-base-uncased-squad-v1
This is the csarron/bert-base-uncased-squad-v1 model converted to OpenVINO, for accellerated inference.
An example of how to do inference with this model:
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)