Fine-tuning small and open LLMs to automate geoscience data analysis workflows: A scalable approach

With the recent integration of Large Language Models (LLMs) into geoscience applications, agentic LLM-driven workflows have emerged as an innovative approach to streamline automated data analysis processes. Advanced proprietary LLMs like ChatGPT demonstrate strong performance in customized workflows...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Jiyin Zhang, Wenjia Li, Xiang Que, Weilin Chen, Chenhao Li, Xiaogang Ma
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Elsevier 2025-12-01
Цуврал:	Applied Computing and Geosciences
Нөхцлүүд:	Open LLM Fine-tuning Mindat Data analytics Data science
Онлайн хандалт:	http://www.sciencedirect.com/science/article/pii/S259019742500093X
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!