Multilingual Fine-Tuning via Localized Gradient Conflict Resolution.

arXiv:2606.05613v2 Announce Type: replace Abstract: Cross-lingual versatility has become a defining capability of Large Language Models (LLMs). However, fine-tuning these models often induces negative interference, where gains in one language come at another's