Optimizer-Model Consistency: Full Finetuning with the Same Optimizer as Pretraining Forgets Less

Yuxing Liu, Jianyu Wang, Tong Zhang

Optimizers play an important role in both pretraining and finetuning stages when training large language models (LLMs). In this paper, we present an observation that full finetunin…