G-DIG: Towards Gradient-based Diverse and High-quality Instruction Data Selection for Machine Translation

Xingyuan Pan, Luyang Huang, Liyan Kang +3

Large Language Models (LLMs) have demonstrated remarkable abilities in general scenarios. Instruction finetuning empowers them to align with humans in various tasks. Nevertheless,…