readme: ---
  language:
  - en
  tags:
  - openvino
  ---
  
  # distilbert-base-uncased-finetuned-sst-2-english
  
  This is the [distilbert-base-uncased-finetuned-sst-2-english](https://huggingface.co/distilbert-base-uncased-finetuned-sst-2-english) model converted to [OpenVINO](https://openvino.ai), for accellerated inference.
  
  An example of how to do inference with this model:
  
  ```python
  from optimum.intel.openvino import OVModelForSequenceClassification
  from transformers import AutoTokenizer, pipeline
  
  model_id = "distilbert-base-uncased-finetuned-sst-2-english"
  tokenizer = AutoTokenizer.from_pretrained(model_id)
  model = OVModelForSequenceClassification.from_pretrained(new_model_id)
  pipe = pipeline("text-classification", model=model, tokenizer=tokenizer)
  result = pipe(*['I like you. I love you'])
  print(result)
  ```
  