🔥 nu11secur1tyAI – Uncensored Cybersecurity Model Created by f0rc3ps-nu11secur1ty for red team operations, penetration testing, and exploit development. ## 🚀 One command to start: ollama run f0rc3ps/nu11secur1tyAI

🔥 nu11secur1tyAI: Expert Fine-Tuned Security Model

⚠️ WARNING: All malicious actions will be punished by law. Ethical Use Only.

🧠 Beyond RAG: Deep Fine-Tuning Integration

Unlike standard models that just “read” documents (RAG), nu11secur1tyAI has undergone extensive Fine-Tuning (LoRA). We have literally re-trained the model’s internal weights to understand the logic, syntax, and patterns of advanced cyber threats.

🏗️ What is Fine-Tuning in nu11secur1tyAI?

Fine-tuning is the process of taking a pre-trained model (Qwen) and training it further on a specialized dataset. * Deep Mastery: The model doesn’t just find information; it understands exploit code (C, Python, Ruby), Metasploit modules, and CVE structures as part of its native language. * Identity & Precision: We modified 60M+ parameters to ensure the model responds as a dedicated Red Team assistant, following the nu11secur1ty methodology.

📊 Comparison: RAG vs. Fine-Tuning (Our Hybrid Approach)

Feature	RAG (Standard)	nu11secur1tyAI (Fine-Tuned)
Knowledge	External (Searched)	Internal (Learned)
Logic	General Purpose	Cyber-Specific Intuition
Coding	Pattern Matching	Native Exploit Synthesis
Hardware	Low RAM	Optimized for 64GB High-Performance

🛠️ The Training Stack

We used Low-Rank Adaptation (LoRA) to inject knowledge from 17+ elite repositories: 1. Exploit-DB & 0day.today (Latest exploits) 2. OWASP & PortSwigger (Web Security Standards) 3. Metasploit-Framework (Payload & Module logic) 4. CVE-mitre & cvelistV5 (Vulnerability Intelligence) 5. nu11secur1ty Private Research (Windows ¹⁰⁄₁₁ Exploits)

💻 Hardware Requirements

Model Size: 3.3 GB (Q8_0 Optimized)
Base Architecture: Qwen-2.5-3B-Instruct
Running: Best on Ollama (CPU or GPU)
Recommended RAM: 16GB+ for smooth multi-turn security analysis.

💼 Enterprise & Consulting Services

This model represents a custom-built security brain. For organizations requiring a private, air-gapped version or custom integration of proprietary exploit data:

📧 Contact: nu11secur1typentest@gmail.com 💼 LinkedIn: [:)]

💝 Support the Mission

Developing and training these models on massive datasets requires significant compute power. Your donations help keep the latest CVE data flowing into the model.

👉 Donate with PayPal

Fine-tuned with precision. Built by nu11secur1ty 🔥