ENSEMBLING LORA

Summary from the TLDR AI newsletter

LoRA-Ensemble is a parameter-efficient deep ensemble method for self-attention networks. This technique, which extends Low-Rank Adaptation (LoRA) for implicit ensembling, allows for accurate and well-calibrated predictions without the high computational cost of traditional ensemble methods.