---
license: apache-2.0
base_model: huihui-ai/Huihui-Qwopus3.5-9B-v3-abliterated
tags:
- cybersecurity
- function-calling
- offensive-security
- gguf
- ollama
---

# cyber-ken-v3 GGUF

Cybersecurity + tool-calling specialist. Fine-tuned from Qwopus3.5-9B on 153K examples.

## Quick Start (Ollama)

```
ollama run hf.co/XChava/cyber-ken-v3-GGUF:Q4_K_M
ollama run hf.co/XChava/cyber-ken-v3-GGUF:Q5_K_M
ollama run hf.co/XChava/cyber-ken-v3-GGUF:Q8_0
```

## Quant Sizes

| Quant  | Size    | Min VRAM | Quality |
|--------|---------|----------|---------|
| Q4_K_M | ~5.4 GB | 6 GB     | Good    |
| Q5_K_M | ~6.5 GB | 8 GB     | Better  |
| Q8_0   | ~9.5 GB | 11 GB    | Best    |

## Tool Call Format

```
<tool_call>
{"name": "subfinder", "arguments": {"domain": "example.com"}}
</tool_call>
```