from transformers import pipeline
 
# load optimized model
model = ORTModelForSequenceClassification.from_pretrained(onnx_path, file_name="model_optimized.onnx")
 
# create optimized pipeline
optimized_clf = pipeline("text-classification", model=model, tokenizer=tokenizer)
optimized_clf("Could you assist me in finding my lost card?")