The 4-billion parameter CyberSecQwen-4B optimizes cybersecurity tasks for local execution. It outperforms larger general models on specialized security benchmarks while maintaining a small footprint. This allows security practitioners to analyze sensitive logs and threats without sending data to external clouds. It proves that domain-specific tuning beats raw scale for niche technical tasks.