RedSage-Qwen3-8B-DPO is an open-source, locally deployable 8B model designed to bridge the gap between general knowledge and domain-specific security operations.
It is trained on 11.8B tokens of cybersecurity-focused data and fine-tuned on 266K multi-turn expert workflows (Agentic SFT). This DPO-aligned version is recommended for production-ready assistance and safe, aligned behavior.