Model Intelligence Sheet
BinSaqban/Saif-Webapp-7B-GGUF overview
Saif Webapp 7B 🕸️ Web Application Security Expert Details Base Model: Qwen2.5 7B Averroes Q Instruct bilingual Format: GGUF Q4 K M Size: ~4.4GB Training: LoRA…
Runs locally from ~4.36 GB disk (8 GB VRAM class GPUs with llama.cpp / guIDE).
Repository Files & Downloads
1 GGUF files detected
Direct downloads for local inference
| File | Type | Quantization | Size | Link |
|---|---|---|---|---|
| Saif-Webapp-7B-v0.5-Q4_K_M.gguf | GGUF | Q4_K_M | 4.36 GB | Download |
Model Details
Model README
---
language:
- en
- ar
tags:
- cybersecurity
- security
- qwen2.5
- gguf
- saif
license: apache-2.0
quantized_by: Hayula Labs
base_model: BinSaqban/Averroes-Q-Instruct
---
Saif-Webapp-7B 🕸️
Web Application 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-Webapp-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-Network-7B-GGUF — 🌐 Network 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
Run BinSaqban/Saif-Webapp-7B-GGUF with guIDE
Download guIDE — the AI-native code editor with local LLM inference and 69 built-in tools.
Source: Hugging Face · Compare models