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MIRA-ChatGLM: A Fine-Tuned Large Language Model for Intelligent Risk Assessment in Coal Mining

Intelligent mining risk assessment (MIRA) is a vital approach for enhancing safety and operational efficiency in mining. In this study, we introduce MIRA-ChatGLM, which leverages pre-trained large language models (LLMs) for the domain of gas risk assessment in coal mines. We meticulously constructed...

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Principais autores: Yi Sun, Chao Zhang, Chen Wang, Ying Han
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2024-12-01
coleção:Applied Sciences
Assuntos:
intelligent assessment
large language models
fine-tuning
coal mine
gas risk
quantization algorithm
Acesso em linha:https://www.mdpi.com/2076-3417/14/24/12072
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