How does ORPO work?

The technique adds a log-odds-ratio penalty term to the standard SFT loss that simultaneously increases the likelihood of preferred responses and decreases the likelihood of rejected ones. ORPO achieves DPO-quality alignment in a single training run, halving total training time and simplifying the pipeline. The platform strengthens enterprise re