Quantifying Prediction Consistency Under Model Multiplicity in Tabular LLMs

F Hamman, P Dissanayake, S Mishra, F Lecue… - arXiv preprint arXiv …, 2024 - arxiv.org
Fine-tuning large language models (LLMs) on limited tabular data for classification tasks can
lead to\textit {fine-tuning multiplicity}, where equally well-performing models make conflicting …