Don't Repeat Yourself: Self-Supervised Fine-Tuning for Coverage

Eric Fithian, Kirill Skobelev, X. Y. Han

In verifiable domains such as math and coding, finding one correct solution among many attempts can matter more than the pass rate of each attempt. Post-training can concentrate la…