Execution feedback in refinement loops improves 1-3B code generation performance far more than complex pipeline topologies discovered via evolutionary search on HumanEval and sanitized MBPP.
Small models struggle to learn from strong reasoners
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Feedback Over Form: Why Execution Feedback Matters More Than Pipeline Topology in 1-3B Code Generation
Execution feedback in refinement loops improves 1-3B code generation performance far more than complex pipeline topologies discovered via evolutionary search on HumanEval and sanitized MBPP.