AlignMerge - Alignment-Preserving Large Language Model Merging via Fisher-Guided Geometric Constraints.

arXiv:2512.16245v2 Announce Type: replace Abstract: Merging large language models (LLMs) is a practical way to compose capabilities from multiple fine-tuned checkpoints without retraining. Yet standard schemes (linear weight soups, task vectors, and Fisher-wei