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Add support for learning from soft labels for Squad (MRC) models #1188

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Add support for learning from soft labels for Squad (MRC) models #1188

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hikushalhere
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Summary:

  1. Add support for consuming data source for SQuAD for doing knowledge distillation where teacher model is BERT.
  2. Add flag to loss for KD so that soft and hard losses are not combined.

Differential Revision: D18880705

@facebook-github-bot facebook-github-bot added the CLA Signed Do not delete this pull request or issue due to inactivity. label Dec 10, 2019
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This pull request was exported from Phabricator. Differential Revision: D18880705

Summary:
Pull Request resolved: #1188

1. Add support for consuming data source for SQuAD for doing knowledge distillation where teacher model is BERT.
2. Add flag to loss for KD so that soft and hard losses are not combined.

Reviewed By: borguz

Differential Revision: D18880705

fbshipit-source-id: a61af8e19c5fecc8e298294606070a2dfc524116
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This pull request was exported from Phabricator. Differential Revision: D18880705

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This pull request has been merged in 093ff80.

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