ThinkCoder combines LLM-based exploration, a non-LLM execution verifier, and a self-evolving test pool to improve code generation Pass@1 while cutting token use versus multi-agent baselines.
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Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement
ThinkCoder combines LLM-based exploration, a non-LLM execution verifier, and a self-evolving test pool to improve code generation Pass@1 while cutting token use versus multi-agent baselines.