Breaking Changes

  • Removed model_name parameter from TorchModel and its derived classes. Now model should be initialized in component's __init__ method (#1617).
  • Removed deeppavlov.core.models.lr_scheduled_model (#1617).
  • TorchModel.__init__ now has one mandatory parameter - model (#1617).

Major Features and Improvements

  • Few-Shot Text Classification Model (#1630).
  • GLUE and SuperGLUE models major update (#1647).
  • New components and configs for syntax parser and morphotagger (#1641).
  • Improved quality and reduce RAM consumption of ODQA models (#1635).
  • Removed code duplication and excessive parameters from classes derived from TorchModel (#1617).

Bug Fixes and Other Changes