Adapters v0.2.0

This version is built for Hugging Face Transformers v4.39.x.

New

• Add support for QLoRA/ QAdapter training via bitsandbytes (@calpt via #663): Notebook Tutorial
• Add dropout to bottleneck adapters (@calpt via #667)

Changed

• Upgrade supported Transformers version (@lenglaender via #654; @calpt via #686)
• Deprecate Hub repo in docs (@calpt via #668)
• Switch resolving order if source not specified in load_adapter() (@calpt via #681)

Fixed

• Fix DataParallel training with adapters (@calpt via #658)
• Fix embedding Training Bug (@hSterz via #655)
• Fix fp16/ bf16 for Prefix Tuning (@calpt via #659)
• Fix Training Error with AdapterDrop and Prefix Tuning (@TimoImhof via #673)
• Fix default cache path for adapters loaded from AH repo (@calpt via #676)
• Fix skipping composition blocks in not applicable layers (@calpt via #665)
• Fix Unipelt Lora default config (@calpt via #682)
• Fix compatibility of adapters with HF Accelerate auto device-mapping (@calpt via #678)
• Use default head dropout prob if not provided by model (@calpt via #685)