Learn2Zinc: Fine-tuning Small Language Models for Text-to-Model Translation in MiniZinc

Serdar Kadioglu, Karthik Uppuluri

Large language models excel at code generation for mainstream programming languages but struggle with rare, domain-specific languages such as MiniZinc, a constraint modeling langua…