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cs.CL2026

Compatibility-Aware Dynamic Fine-Tuning for Large Language Models

Yucheng Zhou, Junwei Sheng, Qianning Wang +1

Supervised Fine-Tuning (SFT) is the predominant paradigm for aligning large language models (LLMs), yet it suffers from optimization instability and limited generalization. Recent…