Flexi-LoRA adapts LoRA ranks to input complexity at both train and test time, achieving higher accuracy with fewer parameters on reasoning and speech tasks.
Natural questions: A benchmark for question answering research,
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Flexi-LoRA with Input-Adaptive Ranks: Efficient Finetuning for Speech and Reasoning Tasks
Flexi-LoRA adapts LoRA ranks to input complexity at both train and test time, achieving higher accuracy with fewer parameters on reasoning and speech tasks.