| from optimum.intel import OVModelForMaskedLM | |
| 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/google-bert-bert-base-uncased-ov" | |
| tokenizer = AutoTokenizer.from_pretrained(model_id) | |
| model = OVModelForMaskedLM.from_pretrained(model_id) | |
| pipe = pipeline("fill-mask", model=model, tokenizer=tokenizer) | |
| result = pipe(f"I am a {tokenizer.mask_token} model") | |
| print(result) | |