from optimum.intel.openvino import OVModelForSequenceClassification | |
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/echarlaix-bert-base-uncased-sst2-acc91.1-d37-hybrid-ov" | |
tokenizer = AutoTokenizer.from_pretrained(model_id) | |
model = OVModelForSequenceClassification.from_pretrained(model_id) | |
pipe = pipeline("text-classification", model=model, tokenizer=tokenizer) | |
result = pipe("I like you. I love you") | |
print(result) | |