This model is fine-tuned to provide direct, technical, and actionable answers on security-related topics, including pentesting, vulnerability research, and exploit analysis, without default model refusals.

Model Metadata

Developed by: Shasradha Karmakar
Model Family: LACUNEX (LXM)
Base Model: Qwen2.5-7B-Instruct-abliterated-v2 (Abliterated base to remove artificial safety blocks)
Quantization: Q4_K_M (4-bit quantization, optimized for low-spec local setups)

How to Run Locally with Ollama

Step 1: Install Ollama

Download and install Ollama from ollama.com.

Step 2: Download Model & Modelfile

Download both files from this repository:

LXM-GENTLEMAN-Q4_K_M.gguf
Modelfile

Place both files in the same folder.

Step 3: Register the Model

Open your terminal (PowerShell, Command Prompt, or Bash) in that folder and run:

ollama create lxm-gentleman -f Modelfile

Step 4: Run the Model

Start interacting with LXM-GENTLEMAN:

ollama run lxm-gentleman

Shasradha/LXM-GENTLEMAN-GGUF

LXM-GENTLEMAN (Q4_K_M GGUF)