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add readme

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+ ---
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+ language: "en"
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+ datasets:
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+ - squad
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+ metrics:
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+ - squad
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+ license: apache-2.0
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+ ---
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+
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+ # ONNX Conversion of [distilbert-base-cased-distilled-squad](https://huggingface.co/distilbert-base-cased-distilled-squad)
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+
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+ # DistilBERT base cased distilled SQuAD
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+
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+ This model is a fine-tune checkpoint of [DistilBERT-base-cased](https://huggingface.co/distilbert-base-cased), fine-tuned using (a second step of) knowledge distillation on SQuAD v1.1.
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+ This model reaches a F1 score of 87.1 on the dev set (for comparison, BERT bert-base-cased version reaches a F1 score of 88.7).