MiningGPT -- A Domain-Specific Large Language Model for the Mining Industry

December 02, 2024 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Kurukulasooriya Fernando ana Gianluca Demartini arXiv ID 2412.01189 Category cs.CL: Computation & Language Citations 2 Venue arXiv.org Last Checked 5 months ago
Abstract
Recent advancements of generative LLMs (Large Language Models) have exhibited human-like language capabilities but have shown a lack of domain-specific understanding. Therefore, the research community has started the development of domain-specific LLMs for many domains. In this work we focus on discussing how to build mining domain-specific LLMs, as the global mining industry contributes significantly to the worldwide economy. We report on MiningGPT, a mining domain-specific instruction-following 7B parameter LLM model which showed a 14\% higher mining domain knowledge test score as compared to its parent model Mistral 7B instruct.
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