10.26165/JUELICH-DATA/SXL75GGöpfert, JanJanGöpfert0000-0003-4722-4012Forschungszentrum Jülich GmbH, Institute of Climate and Energy Systems, Jülich Systems Analysis; RWTH Aachen University, Faculty of Mechanical EngineeringKuckertz, PatrickPatrickKuckertz0000-0002-2314-7107Forschungszentrum Jülich GmbH, Institute of Climate and Energy Systems, Jülich Systems AnalysisWeinand, Jann M.Jann M.Weinand0000-0003-2948-876XForschungszentrum Jülich GmbH, Institute of Climate and Energy Systems, Jülich Systems AnalysisPflugradt, NoahNoahPflugradtForschungszentrum Jülich GmbH, Institute of Climate and Energy Systems, Jülich Systems AnalysisLinßen, JochenJochenLinßenForschungszentrum Jülich GmbH, Institute of Climate and Energy Systems, Jülich Systems AnalysisJülich DATA2026Computer and Information Sciencelarge language modelsLLMtransformerinformation extractionquantitative information extractionmeasurement extractionquantity span identificationGöpfert, JanJanGöpfertForschungszentrum Jülich GmbH, Institute of Climate and Energy Systems, Jülich Systems Analysis, 52425 Jülich, Germany2026-01-272026-01-281.0All models but one are licensed under Apache-2.0. See the individual model pages for more information.Transformer models fine-tuned for quantitative information extraction from text