|
--- |
|
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) |
|
``` |
|
|
