The CyberSecQwen-4B model optimizes cybersecurity tasks for local execution on consumer hardware. It outperforms larger general-purpose models in specialized defensive domains while maintaining a small footprint. This shift enables security teams to process sensitive logs privately. Practitioners gain a specialized tool that eliminates the latency and privacy risks of cloud-based LLMs.