语言模型微调的简要总结
原文英文,约1400词,阅读约需6分钟。发表于: 。There are a ton of different ways to finetune a language model. Here's a (brief) summary of language model finetuning, the various approaches that exist, their purpose, and what we know about how...
语言模型微调主要通过继续预训练、指令微调和监督微调等方式实现,目标是知识注入和对齐。研究表明,知识主要来自预训练,而对齐可通过小规模高质量数据实现。明确微调目标有助于有效评估结果。