#llm

Brewing Your Own Offensive Coding Assistant: Fine-Tuning LLMs for Red Team Work

A practitioner's walkthrough of QLoRA fine-tuning a local LLM for offensive security tasks — dataset construction, training with Unsloth, evaluation, and deployment via Ollama. Built for engagements where sending tradecraft to a cloud API isn't an option.