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[SPARKNLP-1106] Introducing DistilBertForMultipleChoice Transformer #14493

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Description

This PR adds the DistilBertForMultipleChoice model, extending the ALBERT architecture to handle multiple-choice tasks.

Motivation and Context

How Has This Been Tested?

This transformer enhances DistilBert’s versatility by allowing users to tackle tasks that involve multiple-choice scenarios, such as:

  • Standardized test questions
  • Survey or quiz automation

Screenshots (if appropriate):

  • Local Tests
  • Google Colab notebooks

Types of changes

  • Bug fix (non-breaking change which fixes an issue)
  • Code improvements with no or little impact
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to change)

Checklist:

  • My code follows the code style of this project.
  • My change requires a change to the documentation.
  • I have updated the documentation accordingly.
  • I have read the CONTRIBUTING page.
  • I have added tests to cover my changes.
  • All new and existing tests passed.

@danilojsl danilojsl self-assigned this Dec 31, 2024
@danilojsl danilojsl added DON'T MERGE Do not merge this PR new-feature Introducing a new feature labels Dec 31, 2024
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