Gökberk Çelikmasat

Instruction-Tuning Open-Weight Language Models for BPMN Model Generation

InstruBPM is introduced, a reproducible approach that prepares paired text-diagram data and instruction tunes an open source large language model with parameter-efficient fine-tuning and quantization for on-prem deployment and improves structural accuracy and robustness compared to untuned baselines and reduces relianc...