Adapting a Pretrained LLM to Rapidly Recover Earthquake Magnitude and Location
The utility of LLMs for earthquake characterization is assessed and a novel approach based on a small LLM called TinyLlama is proposed, which achieves comparable performance in magnitude estimation and superior accuracy in epicenter, hypocenter and origin time estimation.
A. Bassani, Daniele Trappolini, G. Poggiali et al.
· Journal of Geophysical Resea... · 0 citations