Breaking Changes
- Removed
model_nameparameter fromTorchModeland 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).