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