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README.md
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license: apache-2.0
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model-index:
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- name: dynamic-tinybert
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results:
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- task:
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type: question-answering
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name: question-answering
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value: 81.2867
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- type: f1
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value: 88.4735
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---
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## Model Details: 80% 1x4 Block Sparse BERT-Base (uncased) Fine Tuned on SQuADv1.1
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This model has been fine-tuned for the NLP task of question answering, trained on the SQuAD 1.1 dataset. It is a result of fine-tuning a Prune Once For All 80% 1x4 block sparse pre-trained BERT-Base model, combined with knowledge distillation.
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license: apache-2.0
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model-index:
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- name: dynamic-tinybert
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results:
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- task:
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type: question-answering
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name: question-answering
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value: 81.2867
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- type: f1
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value: 88.4735
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datasets:
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- squad
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---
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## Model Details: 80% 1x4 Block Sparse BERT-Base (uncased) Fine Tuned on SQuADv1.1
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This model has been fine-tuned for the NLP task of question answering, trained on the SQuAD 1.1 dataset. It is a result of fine-tuning a Prune Once For All 80% 1x4 block sparse pre-trained BERT-Base model, combined with knowledge distillation.
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