Instruction-Based Fine-tuning of Open-Source LLMs for Predicting Customer Purchase Behaviors

Halil Ibrahim Ergul, Selim Balcisoy, Burcin Bozkaya

In this study, the performance of various predictive models, including probabilistic baseline, CNN, LSTM, and finetuned LLMs, in forecasting merchant categories from financial tran…