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---
language:
- en
tags:
- openvino
---
# philschmid/distilroberta-base-ner-conll2003
This is the [philschmid/distilroberta-base-ner-conll2003](https://huggingface.co/philschmid/distilroberta-base-ner-conll2003) 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 OVModelForTokenClassification
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/philschmid-distilroberta-base-ner-conll2003-ov"
tokenizer = AutoTokenizer.from_pretrained(model_id)
model = OVModelForTokenClassification.from_pretrained(model_id)
pipe = pipeline("token-classification", model=model, tokenizer=tokenizer)
result = pipe("My name is Wolfgang and I live in Berlin")
print(result)
```
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