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1from optimum.intel.openvino import OVModelForTokenClassification
2from transformers import AutoTokenizer, pipeline
3
4# model_id should be set to either a local directory or a model available on the HuggingFace hub.
5model_id = "helenai/elastic-distilbert-base-cased-finetuned-conll03-english-ov"
6tokenizer = AutoTokenizer.from_pretrained(model_id)
7model = OVModelForTokenClassification.from_pretrained(model_id)
8pipe = pipeline("token-classification", model=model, tokenizer=tokenizer)
9result = pipe("My name is Wolfgang and I live in Berlin")
10print(result)