The CyberSecQwen-4B model optimizes cybersecurity tasks for local execution on consumer hardware. It outperforms larger general-purpose models on specialized security benchmarks while maintaining a small footprint. This efficiency allows security practitioners to analyze sensitive logs without cloud exposure. The release proves that domain-specific fine-tuning beats raw parameter count for niche technical workflows.