FailForge: Distilling Procedural Competence from Persistent Failures into Code Agents

Dongyi Lv, Fushun E, Aichen Cai +8

Rejection sampling fine-tuning (RFT) is widely used to train code agents by generating trajectories on verifiable software engineering tasks, retaining those that pass the tests, a…