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[v1.1.0] - MTDNN Full Pipeline Components

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@awaemmanuel awaemmanuel released this 02 Jul 01:58
· 2 commits to master since this release
bf50731

MTDNN v1.1.0 introduces components to build a full pipeline

MTDNN v1.1.0 incorporates reusable components to build end to end NLU systems. The new additions include MTDNNDataBuilder and MTDNNTokenizer.

Useful Links

  • Find installation instructions and steps here.
  • For instructions on how to use the package, please follow this link.
  • To see MTDNN v1.1.0 in action, a Jupyter notebook is provided to show a runnable example using the MNLI dataset here.

Summary of Feature/v1.1.0 (#6)

  • Add Data Builder Component
  • Add Data Tokenizer Component
  • Update Process with Data Builder and Tokenizer
  • Create new process pipeline for the data
  • Add support for transformers
  • Add sample MNLI data versioned by Git LFS
  • Add support for MLM
  • Update README instructions
  • Add: component governance files
  • Fix component governance dependency alerts
  • update dep for component governance alerts
  • Create Github Page with and set theme jekyll-theme-cayman
  • Update text classification example
  • Update generate_requirements_txt.py