basilmh25/Llama_fine-tune_Cybersecucity

CyberSec-LLM

A fine-tuned Llama 3.1 8B Instruct model specialized for cybersecurity assistance.

Overview

This model was fine-tuned using LoRA on the Cybersecurity Dataset Fenrir v2.1. It is designed to help with:

• —Vulnerability explanation
• —Secure coding guidance
• —Incident response
• —Threat intelligence
• —Malware analysis (conceptual)
• —Network security
• —Linux and Windows security
• —Web application security

Base Model

• —Model: Llama 3.1 8B Instruct
• —Fine-tuning: LoRA
• —Framework: Unsloth
• —Inference: llama.cpp / Transformers (compatible after merging or GGUF conversion)

Dataset

• —Cybersecurity Dataset Fenrir v2.1

Capabilities

• —Explain cybersecurity concepts
• —Analyze vulnerabilities
• —Recommend mitigations
• —Answer SOC and Blue Team questions
• —Generate defensive scripts and examples
• —Explain logs and alerts