most citedFinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation

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cs.CE2025

FinLoRA: Benchmarking LoRA Methods for Fine-Tuning LLMs on Financial Datasets

Dannong Wang, Jaisal Patel, Daochen Zha +2

Low-rank adaptation (LoRA) methods show great potential for scaling pre-trained general-purpose Large Language Models (LLMs) to hundreds or thousands of use scenarios. However, the…