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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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+
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+ # microsoft/phi-2
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+
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+ This is the [microsoft/phi-2](https://huggingface.co/microsoft/phi-2) model converted to [OpenVINO](https://openvino.ai) with INT8 weights compression for accelerated inference.
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+
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+ An example of how to do inference on this model:
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+ ```python
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+ from optimum.intel import OVModelForCausalLM
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+ from transformers import AutoTokenizer, pipeline
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+
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+ # model_id should be set to either a local directory or a model available on the HuggingFace hub.
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+ model_id = "helenai/microsoft-phi-2-ov"
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+ tokenizer = AutoTokenizer.from_pretrained(model_id)
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+ model = OVModelForCausalLM.from_pretrained(model_id)
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+ pipe = pipeline("text-generation", model=model, tokenizer=tokenizer)
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+ result = pipe("hello world")
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+ print(result)
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+ ```
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+