GRPO fine-tuning with a dynamic formatting, reasoning, and correctness reward helps small LLMs detect vulnerabilities more accurately and reason more coherently than supervised fine-tuning.
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Improving LLM Reasoning for Vulnerability Detection via Group Relative Policy Optimization
GRPO fine-tuning with a dynamic formatting, reasoning, and correctness reward helps small LLMs detect vulnerabilities more accurately and reason more coherently than supervised fine-tuning.