v2.2.0

Based on transformers v4.11.3

New

Model support

• T5 adapter implementation (@AmirAktify & @hSterz via #182)
• EncoderDecoderModel adapter implementation (@calpt via #222)

Prediction heads

• AutoModelWithHeads prediction heads for language modeling (@calpt via #210)
• AutoModelWithHeads prediction head & training example for dependency parsing (@calpt via #208)

Training

• Add a new AdapterTrainer for training adapters (@hSterz via #218, #241 )
• Enable training of Parallel block (@hSterz via #226)

Misc

• Add get_adapter_info() method (@calpt via #220)
• Add set_active argument to add & load adapter/fusion/head methods (@calpt via #214)
• Minor improvements for adapter card creation for HF Hub upload (@calpt via #225)

Changed

• Upgrade of underlying transformers version (@calpt via #232, #234, #239 )
• Allow multiple AdapterFusion configs per model; remove set_adapter_fusion_config() (@calpt via #216)

Fixed

• Incorrect referencing between adapter layer and layer norm for DataParallel (@calpt via #228)