Saif-Network-7B-GGUF

Saif-Network-7B 🌐

Network Security Expert

Details

• Base Model: Qwen2.5-7B (Averroes-Q-Instruct bilingual)
• Format: GGUF Q4_K_M
• Size: ~4.4GB
• Training: LoRA fine-tune on domain-specific security data
• Hardware: Mac Studio M2 Ultra (192GB)

Usage with llama.cpp

./llama-cli -m Saif-Network-7B-v0.5-Q4_K_M.gguf -ngl 20 -p "Your security analysis prompt here..."

Part of SAIF (سيف) — 9 Expert Security Suite

SAIF is a collection of 9 specialized 7B security models covering web, network, kernel, browser, reverse engineering, vulnerability discovery, exploit development, bug bounty, and routing.

Other models in the suite:

• Saif-Webapp-7B-GGUF — 🕸️ Web Application Security Expert
• Saif-RevEng-7B-GGUF — 🔍 Reverse Engineering Expert
• Saif-Kernel-7B-GGUF — 🖥️ Kernel Exploitation Expert
• Saif-Browser-7B-GGUF — 🌍 Browser Security Expert
• Saif-Router-7B-GGUF — 🚦 Security Domain Router
• Saif-VulnDisc-7B-GGUF — 🐛 Vulnerability Discovery Expert
• Saif-BugBounty-7B-GGUF — 🏆 Bug Bounty Hunter
• Saif-ExploitChain-7B-GGUF — 💥 Exploit Chain Developer